From 374c248a31cff4d1bd1887785e6c9466c536cc2c Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Mon, 21 Sep 2020 12:08:50 +0200 Subject: [PATCH 01/54] Add file for functional SSPionTagger --- .../SSPion/TaggerPionBDTSameToolFunctional.h | 77 +++++++++++++++++++ 1 file changed, 77 insertions(+) create mode 100644 Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h new file mode 100644 index 000000000..3057a39fd --- /dev/null +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h @@ -0,0 +1,77 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#pragma once + +// from Gaudi +#include "GaudiAlg/Transformer.h" + +// from Event +#include "Event/FlavourTag.h" +#include "Event/Particle.h" + +class TaggerPionBDTSameToolFunctional : public Gaudi::Functional::Transformer<LHCb::FlavourTag( const EventContext&, const LHCb::Particles&, const LHCb::Particles& )> { + +public: + /// Standard constructor + TaggerPionBDTSameToolFunctional( const std::string& name, ISvcLocator* pSvcLocator ) + : Transformer( + name, pSvcLocator, + {KeyValue{"BCandidates", }, KeyValue{"TaggingPions", }}, + KeyValue{"OutputFlavourTags", } ) {} + + StatusCode initialize() override; ///< initialization + LHCb::FlavourTag operator()( const EventContext& evtCtx, const LHCb::Particle& seeds, + const MuonHitContainer& hit_cont ) const override; + + StatusCode finalize() override; ///< finalization + LHCb::Tagger::TaggerType taggerType() const override { return LHCb::Tagger::TaggerType::SS_PionBDT; } + +/* + //------------------------------------------------------------- + using ITagger::tag; + LHCb::Tagger tag( const LHCb::Particle*, const LHCb::RecVertex*, const int, LHCb::Particle::ConstVector& ) override; + //------------------------------------------------------------- + +private: + std::unique_ptr<ITaggingClassifier> m_classifier = nullptr; + ITaggingClassifierFactory* m_classifierFactory = nullptr; + + Gaudi::Property<std::string> m_classifierFactoryName{this, "ClassifierFactoryName", "SSPionClassifierFactory", + "Name of the factory that creates the classifier."}; + + // INNetTool* m_nnet; + const IVertexFit* m_fitter = nullptr; + ITaggingUtils* m_util = nullptr; + +/* cuts should go into moore todo + // properties + double m_Pt_cut_pionS; + double m_Bp_Pt_cut_pionS; + double m_Bp_vtxChi2_cut_pionS; + // double m_P_cut_pionS; + double m_IPs_cut_pionS; + double m_eta_cut_pionS; + double m_phi_cut_pionS; + // double m_dR_cut_pionS; + double m_dQcut_pionS; + // double m_BDT_cut_pionS; + double m_AverageOmega; + double m_PionProbMin; + double m_ghostprob_cut; + double m_PIDp_cut_pionS; + double m_PIDk_cut_pionS; + + double m_P0_pol_pionS; + double m_P1_pol_pionS; + double m_P2_pol_pionS; + double m_P3_pol_pionS; + */ +}; -- GitLab From ef227dd3913c6660d26c460870e7a474f4ec6395 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Tue, 13 Oct 2020 16:34:13 +0200 Subject: [PATCH 02/54] new functional class --- .../TaggerPionBDTSameToolFunctional.cpp | 46 +++++++++++++++++++ .../SSPion/TaggerPionBDTSameToolFunctional.h | 28 ++++++++--- 2 files changed, 67 insertions(+), 7 deletions(-) create mode 100644 Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp new file mode 100644 index 000000000..e2470dc57 --- /dev/null +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp @@ -0,0 +1,46 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ + +#include "TaggerPionBDTSameToolFunctional.h" + +#include "src/Classification/ITaggingClassifierFactory.h" + +// Declaration of the Algorithm Factory +DECLARE_COMPONENT( TaggerPionBDTSameToolFunctional ) + +StatusCode TaggerPionBDTSameToolFunctional::initialize() { + error() << "TaggerPionBDTSameToolFunctional::initialize()" << endmsg; + const StatusCode sc = Transformer::initialize(); + if ( sc.isFailure() ) return sc; + + return sc; +} + +LHCb::Tagger TaggerPionBDTSameToolFunctional::operator()(const LHCb::Particles& bCandidates, + const LHCb::Particles& taggingPions, const LHCb::RecVertices& primaryVertices) const { + LHCb::Tagger tpion; + if(bCandidates.size() == 0 || taggingPions.size() == 0 || primaryVertices.size() == 0) + return tpion; + + //error() << "number of B candidates: " << bCandidates.size() << endmsg; + //error() << "number of tagging Pions: " << taggingPions.size() << endmsg; + //error() << "number of primary vertices: " << primaryVertices.size() << endmsg; + m_BCount += bCandidates.size(); + m_pionCount += taggingPions.size(); + + for(auto b : bCandidates){ + const LHCb::VertexBase* assocVtx = m_relatedPVTool->relatedPV(b, primaryVertices); + error() << "relatex PV z pos" << assocVtx->position().z() << endmsg; + } + + + return tpion; +} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h index 3057a39fd..be42b3a70 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h @@ -12,28 +12,42 @@ // from Gaudi #include "GaudiAlg/Transformer.h" +#include "GaudiKernel/ToolHandle.h" // from Event #include "Event/FlavourTag.h" #include "Event/Particle.h" +#include "Event/Tagger.h" +#include "Event/RecVertex.h" -class TaggerPionBDTSameToolFunctional : public Gaudi::Functional::Transformer<LHCb::FlavourTag( const EventContext&, const LHCb::Particles&, const LHCb::Particles& )> { + + +#include "Kernel/IRelatedPVFinder.h" + +class TaggerPionBDTSameToolFunctional : + public Gaudi::Functional::Transformer<LHCb::Tagger( const LHCb::Particles&, const LHCb::Particles&, const LHCb::RecVertices& )>{ + //Gaudi::Functional::Traits::BaseClass_t<ITagger> todo remove public: /// Standard constructor TaggerPionBDTSameToolFunctional( const std::string& name, ISvcLocator* pSvcLocator ) : Transformer( name, pSvcLocator, - {KeyValue{"BCandidates", }, KeyValue{"TaggingPions", }}, - KeyValue{"OutputFlavourTags", } ) {} + {KeyValue{"BCandidates", ""}, KeyValue{"TaggingPions", ""}, KeyValue{"PrimaryVertices", ""}}, + KeyValue{"OutputFlavourTags", ""} ) {} StatusCode initialize() override; ///< initialization - LHCb::FlavourTag operator()( const EventContext& evtCtx, const LHCb::Particle& seeds, - const MuonHitContainer& hit_cont ) const override; + + LHCb::Tagger operator()(const LHCb::Particles& bCandidates, const LHCb::Particles& taggingPions, const LHCb::RecVertices& primaryVertices ) const override; - StatusCode finalize() override; ///< finalization - LHCb::Tagger::TaggerType taggerType() const override { return LHCb::Tagger::TaggerType::SS_PionBDT; } + LHCb::Tagger::TaggerType taggerType() const { return LHCb::Tagger::TaggerType::SS_PionBDT; } + +private: + mutable Gaudi::Accumulators::SummingCounter<> m_BCount{this, "#BCandidates"}; + mutable Gaudi::Accumulators::SummingCounter<> m_pionCount{this, "#taggingPions"}; + ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OfflineDistanceCalculatorName_"}; + //ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator<_p2PVWithIPChi2, OfflineDistanceCalculatorName>/P2PVWithIPChi2:PUBLIC" }; /* //------------------------------------------------------------- using ITagger::tag; -- GitLab From d644d54c2866ac0f268b24bdfe4bec661bfbe406 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Wed, 18 Nov 2020 10:46:45 +0100 Subject: [PATCH 03/54] use particledescendants tool --- .../Kernel/IParticleDescendants.h | 4 +- Phys/DaVinciTools/src/ParticleDescendants.cpp | 8 +-- Phys/DaVinciTools/src/ParticleDescendants.h | 8 +-- .../TaggerPionBDTSameToolFunctional.cpp | 47 +++++++++++++---- .../SSPion/TaggerPionBDTSameToolFunctional.h | 50 +++---------------- 5 files changed, 56 insertions(+), 61 deletions(-) diff --git a/Phys/DaVinciInterfaces/Kernel/IParticleDescendants.h b/Phys/DaVinciInterfaces/Kernel/IParticleDescendants.h index 7d65d3658..acaff7303 100644 --- a/Phys/DaVinciInterfaces/Kernel/IParticleDescendants.h +++ b/Phys/DaVinciInterfaces/Kernel/IParticleDescendants.h @@ -32,10 +32,10 @@ struct GAUDI_API IParticleDescendants : virtual public IAlgTool { DeclareInterfaceID( IParticleDescendants, 2, 0 ); // Return all descendants of a Particle - virtual const LHCb::Particle::ConstVector descendants( const LHCb::Particle* ) = 0; + virtual const LHCb::Particle::ConstVector descendants( const LHCb::Particle* ) const = 0; // Return all descendants of level i for a Particle - virtual const LHCb::Particle::ConstVector descendants( const LHCb::Particle*, int ) = 0; + virtual const LHCb::Particle::ConstVector descendants( const LHCb::Particle*, int ) const = 0; // Return all stable descendants of a Particle virtual const LHCb::Particle::ConstVector finalStates( const LHCb::Particle* ) = 0; diff --git a/Phys/DaVinciTools/src/ParticleDescendants.cpp b/Phys/DaVinciTools/src/ParticleDescendants.cpp index fe9ce0b8d..c59ce718b 100644 --- a/Phys/DaVinciTools/src/ParticleDescendants.cpp +++ b/Phys/DaVinciTools/src/ParticleDescendants.cpp @@ -38,7 +38,7 @@ ParticleDescendants::~ParticleDescendants() {} //============================================================================= // Return all descendants of a Particle //============================================================================= -const LHCb::Particle::ConstVector ParticleDescendants::descendants( const LHCb::Particle* P ) { +const LHCb::Particle::ConstVector ParticleDescendants::descendants( const LHCb::Particle* P ) const { return descendants( P, 0 ); } //============================================================================= @@ -59,7 +59,7 @@ const LHCb::Particle::ConstVector ParticleDescendants::finalStates( const LHCb:: //============================================================================= // Return all daughters of particles in a vector //============================================================================= -bool ParticleDescendants::addDaughters( const LHCb::Particle* M, LHCb::Particle::ConstVector& Parts ) { +bool ParticleDescendants::addDaughters( const LHCb::Particle* M, LHCb::Particle::ConstVector& Parts ) const { if ( 0 == M ) return false; if ( M->isBasicParticle() ) return false; const LHCb::Particle::ConstVector dauts = M->daughtersVector(); @@ -71,7 +71,7 @@ bool ParticleDescendants::addDaughters( const LHCb::Particle* M, LHCb::Particle: // Return all daughters of particles in a vector //============================================================================= bool ParticleDescendants::addDaughters( const LHCb::Particle::ConstVector& mothers, - LHCb::Particle::ConstVector& Parts ) { + LHCb::Particle::ConstVector& Parts ) const { if ( mothers.empty() ) return false; bool found = false; for ( LHCb::Particle::ConstVector::const_iterator i = mothers.begin(); i != mothers.end(); ++i ) { @@ -82,7 +82,7 @@ bool ParticleDescendants::addDaughters( const LHCb::Particle::ConstVector& mothe //============================================================================= // Return all descendants of level i for a Particle //============================================================================= -const LHCb::Particle::ConstVector ParticleDescendants::descendants( const LHCb::Particle* P, int maxlevel ) { +const LHCb::Particle::ConstVector ParticleDescendants::descendants( const LHCb::Particle* P, int maxlevel ) const { LHCb::Particle::ConstVector Parts; diff --git a/Phys/DaVinciTools/src/ParticleDescendants.h b/Phys/DaVinciTools/src/ParticleDescendants.h index c71a636a5..9e45e4407 100644 --- a/Phys/DaVinciTools/src/ParticleDescendants.h +++ b/Phys/DaVinciTools/src/ParticleDescendants.h @@ -33,20 +33,20 @@ public: ~ParticleDescendants(); ///< Destructor // Return all descendants of a Particle - const LHCb::Particle::ConstVector descendants( const LHCb::Particle* ) override; + const LHCb::Particle::ConstVector descendants( const LHCb::Particle* ) const override; // Return all descendants of level i for a Particle - const LHCb::Particle::ConstVector descendants( const LHCb::Particle*, int ) override; + const LHCb::Particle::ConstVector descendants( const LHCb::Particle*, int ) const override; // Return all stable descendants of a Particle const LHCb::Particle::ConstVector finalStates( const LHCb::Particle* ) override; protected: // Return all daughters of a Particle - bool addDaughters( const LHCb::Particle::ConstVector&, LHCb::Particle::ConstVector& ); + bool addDaughters( const LHCb::Particle::ConstVector&, LHCb::Particle::ConstVector& ) const; // Return all daughters of a Particle - bool addDaughters( const LHCb::Particle*, LHCb::Particle::ConstVector& ); + bool addDaughters( const LHCb::Particle*, LHCb::Particle::ConstVector& ) const; private: }; diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp index e2470dc57..2209a31a3 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp @@ -13,6 +13,8 @@ #include "src/Classification/ITaggingClassifierFactory.h" +#include <typeinfo> + // Declaration of the Algorithm Factory DECLARE_COMPONENT( TaggerPionBDTSameToolFunctional ) @@ -20,27 +22,54 @@ StatusCode TaggerPionBDTSameToolFunctional::initialize() { error() << "TaggerPionBDTSameToolFunctional::initialize()" << endmsg; const StatusCode sc = Transformer::initialize(); if ( sc.isFailure() ) return sc; - + + m_relatedPVTool.retrieve().ignore(); + //m_ParticleDescendantsTool.retrieve().ignore(); + m_overlapTool.retrieve().ignore(); + return sc; } + LHCb::Tagger TaggerPionBDTSameToolFunctional::operator()(const LHCb::Particles& bCandidates, const LHCb::Particles& taggingPions, const LHCb::RecVertices& primaryVertices) const { LHCb::Tagger tpion; if(bCandidates.size() == 0 || taggingPions.size() == 0 || primaryVertices.size() == 0) return tpion; - //error() << "number of B candidates: " << bCandidates.size() << endmsg; - //error() << "number of tagging Pions: " << taggingPions.size() << endmsg; - //error() << "number of primary vertices: " << primaryVertices.size() << endmsg; m_BCount += bCandidates.size(); m_pionCount += taggingPions.size(); - for(auto b : bCandidates){ - const LHCb::VertexBase* assocVtx = m_relatedPVTool->relatedPV(b, primaryVertices); - error() << "relatex PV z pos" << assocVtx->position().z() << endmsg; + error() << "NEW EVENT " << endmsg; + + for(const auto* b : bCandidates){ + //for(const auto b : bCandidates){ + //const LHCb::VertexBase* assocVtx = m_relatedPVTool->relatedPV(b, primaryVertices); + //LHCb::Particle::ConstVector bDaughters = m_ParticleDescendantsTool->descendants( b ); + //error() << "daughtersize " << bDaughters.size() << endmsg; + for(const auto* p : taggingPions){ + m_overlapTool->foundOverlap(p, b); + break; + } } + error() << "\n \n \n " << endmsg; - return tpion; -} \ No newline at end of file +} +/* +const bool TaggerPionBDTSameToolFunctional::isValidTaggingCandidate( const Particle* bCandidate, const Particle* taggingPart ) +{ + Particle::ConstVector bDaughters = m_partDescends->descendants( bCandidate ); + bDaughters.push_back( bCandidate ); + + // exclude signal tracks themselves + double distphi( 0 ); + if ( m_taggingUtils->isInTree( taggingPart, bDaughters, distphi ) ) + return false; + // exclude tracks too close to the signal + if ( distphi < m_cutTagPart_MinDistPhi ) + return false; + + return true; +} +*/ \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h index be42b3a70..efa22c650 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h @@ -20,10 +20,14 @@ #include "Event/Tagger.h" #include "Event/RecVertex.h" - +#include "src/Utils/TaggingHelpersFunctional.h" +#include "src/Utils/TypePrinter.h" #include "Kernel/IRelatedPVFinder.h" +#include "Kernel/IParticleDescendants.h" +#include "Kernel/ICheckOverlap.h" + class TaggerPionBDTSameToolFunctional : public Gaudi::Functional::Transformer<LHCb::Tagger( const LHCb::Particles&, const LHCb::Particles&, const LHCb::RecVertices& )>{ @@ -46,46 +50,8 @@ private: mutable Gaudi::Accumulators::SummingCounter<> m_BCount{this, "#BCandidates"}; mutable Gaudi::Accumulators::SummingCounter<> m_pionCount{this, "#taggingPions"}; - ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OfflineDistanceCalculatorName_"}; - //ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator<_p2PVWithIPChi2, OfflineDistanceCalculatorName>/P2PVWithIPChi2:PUBLIC" }; -/* - //------------------------------------------------------------- - using ITagger::tag; - LHCb::Tagger tag( const LHCb::Particle*, const LHCb::RecVertex*, const int, LHCb::Particle::ConstVector& ) override; - //------------------------------------------------------------- - -private: - std::unique_ptr<ITaggingClassifier> m_classifier = nullptr; - ITaggingClassifierFactory* m_classifierFactory = nullptr; - - Gaudi::Property<std::string> m_classifierFactoryName{this, "ClassifierFactoryName", "SSPionClassifierFactory", - "Name of the factory that creates the classifier."}; - - // INNetTool* m_nnet; - const IVertexFit* m_fitter = nullptr; - ITaggingUtils* m_util = nullptr; - -/* cuts should go into moore todo - // properties - double m_Pt_cut_pionS; - double m_Bp_Pt_cut_pionS; - double m_Bp_vtxChi2_cut_pionS; - // double m_P_cut_pionS; - double m_IPs_cut_pionS; - double m_eta_cut_pionS; - double m_phi_cut_pionS; - // double m_dR_cut_pionS; - double m_dQcut_pionS; - // double m_BDT_cut_pionS; - double m_AverageOmega; - double m_PionProbMin; - double m_ghostprob_cut; - double m_PIDp_cut_pionS; - double m_PIDk_cut_pionS; + ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OnlineDistanceCalculatorName_"}; + //ToolHandle<IParticleDescendants> m_ParticleDescendantsTool{this, "ParticleDescendants", "ParticleDescendants"}; + ToolHandle<ICheckOverlap> m_overlapTool{this, "OverlapTool", "CheckOverlap"}; - double m_P0_pol_pionS; - double m_P1_pol_pionS; - double m_P2_pol_pionS; - double m_P3_pol_pionS; - */ }; -- GitLab From 780e652adc277847e9249a655c8d3ee02402ce80 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Wed, 3 Feb 2021 12:48:00 +0100 Subject: [PATCH 04/54] pre rebase --- .../FlavourTagging/ITaggingHelper.h | 30 +++++ .../TaggerPionBDTSameToolFunctional.cpp | 106 +++++++++++++----- .../SSPion/TaggerPionBDTSameToolFunctional.h | 34 ++++-- .../src/Utils/TaggingHelperFunctional.cpp | 47 ++++++++ .../src/Utils/TaggingHelperFunctional.h | 42 +++++++ 5 files changed, 226 insertions(+), 33 deletions(-) create mode 100644 Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h create mode 100644 Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.cpp create mode 100644 Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.h diff --git a/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h b/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h new file mode 100644 index 000000000..d1a55ce01 --- /dev/null +++ b/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h @@ -0,0 +1,30 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#ifndef PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPER_H +#define PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPER_H 1 + +#include "GaudiKernel/IAlgTool.h" + +// from Event +#include "Event/Particle.h" +#include "Event/RecVertex.h" + +class ITaggingHelper : virtual public IAlgTool { + + DeclareInterfaceID( ITaggingHelper, 3, 0 ); + + public: + virtual double dphi( const double, const double ) const = 0; + + virtual std::optional<std::pair<double, double>> calcIP( const LHCb::Particle*, const LHCb::VertexBase*) const = 0; +}; + +#endif // PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPER_H diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp index 2209a31a3..504490feb 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp @@ -13,6 +13,8 @@ #include "src/Classification/ITaggingClassifierFactory.h" +#include "src/Utils/TaggingHelperFunctional.h" + #include <typeinfo> // Declaration of the Algorithm Factory @@ -26,6 +28,8 @@ StatusCode TaggerPionBDTSameToolFunctional::initialize() { m_relatedPVTool.retrieve().ignore(); //m_ParticleDescendantsTool.retrieve().ignore(); m_overlapTool.retrieve().ignore(); + m_pvReFitterTool.retrieve().ignore(); + m_taggingHelper.retrieve().ignore(); return sc; } @@ -40,36 +44,88 @@ LHCb::Tagger TaggerPionBDTSameToolFunctional::operator()(const LHCb::Particles& m_BCount += bCandidates.size(); m_pionCount += taggingPions.size(); - error() << "NEW EVENT " << endmsg; + always() << "NEW EVENT " << endmsg; + + for(const auto* bCand : bCandidates){ - for(const auto* b : bCandidates){ - //for(const auto b : bCandidates){ - //const LHCb::VertexBase* assocVtx = m_relatedPVTool->relatedPV(b, primaryVertices); - //LHCb::Particle::ConstVector bDaughters = m_ParticleDescendantsTool->descendants( b ); - //error() << "daughtersize " << bDaughters.size() << endmsg; + // find bestPV and refit it + const LHCb::VertexBase* assocVtx = m_relatedPVTool->relatedPV(bCand, primaryVertices); + LHCb::RecVertex newPV( assocVtx->position() ); + LHCb::Particle newBCand( *bCand ); + const StatusCode sc = m_pvReFitterTool->remove( &newBCand, &newPV ); + always() << "PVREFITTER " << sc << endmsg; + if(!sc) continue; + + // loop over tagging pions for(const auto* p : taggingPions){ - m_overlapTool->foundOverlap(p, b); + //check that there is no overlap between the B candidate and the tagging pion + bool isOverlap = m_overlapTool->foundOverlap(p, bCand); + if(isOverlap) continue; + always() << "OVERLAPTOOL " << isOverlap << endmsg; + + // exclude tracks too close to the signal + double deltaphi = m_taggingHelper->dphi( bCand->momentum().phi(), p->momentum().phi() ); + deltaphi = fabs(deltaphi); + always() << "deltaphi " << deltaphi << endmsg; + if ( deltaphi < m_minDistPhi ) continue; + + // minIP cut on "pileup" vertecies (many more pileup verticies in Run3...)?? + //killer of tagging pions clones ?? + + // IP signifcance cut wrt bestPV + std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( p, assocVtx); + if ( !ipVals ) continue; + const double ipSig = std::fabs( ipVals.value().first / ipVals.value().second ); + if ( ipSig > m_maxIpSigTagBestPV ) continue; + + // make new particle with pion mass hypothesis !! + + // calculate and cut on dQ + Gaudi::LorentzVector p_reMom = p->momentum(); + const double p_mass = 139.57; // PDG is there an LHCb function with the mass-hypos??? + p_reMom.SetE( std::sqrt( p_mass * p_mass + p_reMom.P2() ) ); + Gaudi::LorentzVector b_mom = bCand->momentum(); + const double b_mass = b_mom.M();; + const double dQ = ( b_mom + p_reMom ).M() - b_mass; // NB: missing mp term as in Davide's computation + if ( dQ > m_maxDQB0Repion ) continue; + + // cut on the transverse momentum of the B-Pion combination + const double bp_pT = ( b_mom + p_reMom ).Pt(); + if ( bp_pT < m_minPTB0Repion ) continue; + + // + const double deta = std::fabs( log( tan( b_mom.Theta() / 2. ) / tan( p_reMom.Theta() / 2. ) ) ); + const double newDphi = std::fabs( m_taggingHelper->dphi( b_mom.phi(), p_reMom.phi() ) ); + const double dR = std::sqrt( deta * deta + newDphi * newDphi ); //?? + + if ( deta > m_maxDEtaB0Repion ) continue; + if ( newDphi > m_maxDPhiB0Repion ) continue; + + // vertex refit and vertex chi2 cut + //Vertex vtx; + //StatusCode sc = m_fitter->fit( vtx, bCand, p ); + //if ( sc.isFailure() ) continue; + //if ( vtx.chi2() / vtx.nDoF() > m_Bp_vtxChi2_cut_pionS ) continue; + + // MVA !! + std::vector<double> inputVals(13); + inputVals[0] = log( p_reMom.P() / Gaudi::Units::GeV ); + inputVals[1] = log( p_reMom.Pt() / Gaudi::Units::GeV ); + inputVals[2] = log( ipSig ); + //inputVals[3] = trackGhostProb; + inputVals[4] = log( newDphi ); + inputVals[5] = dR ; + inputVals[6] = log( deta ); + inputVals[7] = dQ / Gaudi::Units::GeV ; + inputVals[8] = log( b_mom.Pt() / Gaudi::Units::GeV ); + inputVals[9] = log( ( b_mom + p_reMom ).Pt() / Gaudi::Units::GeV ); + //inputVals[10] = PIDk; + //inputVals[11] = lcs; + //inputVals[12] = RecVert->nDoF(); break; } } error() << "\n \n \n " << endmsg; return tpion; -} -/* -const bool TaggerPionBDTSameToolFunctional::isValidTaggingCandidate( const Particle* bCandidate, const Particle* taggingPart ) -{ - Particle::ConstVector bDaughters = m_partDescends->descendants( bCandidate ); - bDaughters.push_back( bCandidate ); - - // exclude signal tracks themselves - double distphi( 0 ); - if ( m_taggingUtils->isInTree( taggingPart, bDaughters, distphi ) ) - return false; - // exclude tracks too close to the signal - if ( distphi < m_cutTagPart_MinDistPhi ) - return false; - - return true; -} -*/ \ No newline at end of file +} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h index efa22c650..87af7b74f 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h @@ -20,13 +20,17 @@ #include "Event/Tagger.h" #include "Event/RecVertex.h" -#include "src/Utils/TaggingHelpersFunctional.h" -#include "src/Utils/TypePrinter.h" - - #include "Kernel/IRelatedPVFinder.h" -#include "Kernel/IParticleDescendants.h" +//#include "Kernel/IParticleDescendants.h" #include "Kernel/ICheckOverlap.h" +#include "Kernel/IPVReFitter.h" + +#include "src/Utils/TaggingHelperFunctional.h" + +#include "FlavourTagging/ITaggingHelper.h" + +//temp, remove later +#include "src/Utils/TypePrinter.h" class TaggerPionBDTSameToolFunctional : @@ -47,11 +51,25 @@ public: LHCb::Tagger::TaggerType taggerType() const { return LHCb::Tagger::TaggerType::SS_PionBDT; } private: + Gaudi::Property<double> m_minDistPhi{this, "MinDistPhi", 0.005, + "Tagging particle requirement: Minimum phi distance to B candidate"}; + Gaudi::Property<double> m_maxIpSigTagBestPV{this, "MaxIpSigTagBestPV", 0.005, + "Tagging particle requirement: Maximum IP significance wrt to best PV"}; + Gaudi::Property<double> m_maxDQB0Repion{this, "MaxDQB0Repion", 0.005, + "I don't know what this is"}; //?? or what the default value is + Gaudi::Property<double> m_minPTB0Repion{this, "MaxPTB0Repion", 0.005, + "Maximum transverse momentum of the B0-Pion combination"}; //?? I don't know the default value + Gaudi::Property<double> m_maxDEtaB0Repion{this, "MaxDEtaB0RePion", 0.005}; + Gaudi::Property<double> m_maxDPhiB0Repion{this, "MaxDPhiB0RePion", 0.005}; + mutable Gaudi::Accumulators::SummingCounter<> m_BCount{this, "#BCandidates"}; mutable Gaudi::Accumulators::SummingCounter<> m_pionCount{this, "#taggingPions"}; - ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OnlineDistanceCalculatorName_"}; - //ToolHandle<IParticleDescendants> m_ParticleDescendantsTool{this, "ParticleDescendants", "ParticleDescendants"}; - ToolHandle<ICheckOverlap> m_overlapTool{this, "OverlapTool", "CheckOverlap"}; + ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OnlineDistanceCalculatorName_"}; + ToolHandle<ICheckOverlap> m_overlapTool{this, "OverlapTool", "CheckOverlap"}; + ToolHandle<IPVReFitter> m_pvReFitterTool{this, "PVReFitter", "LoKi::PVReFitter"}; + ToolHandle<ITaggingHelper> m_taggingHelper{this, "TaggingHelper", "TaggingHelperFunctional"}; + //ToolHandle<IVertexFit> m_vertexFitterTool{this, ""}; + //ToolHandle<IParticleDescendants> m_ParticleDescendantsTool{this, "ParticleDescendants", "ParticleDescendants"}; }; diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.cpp b/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.cpp new file mode 100644 index 000000000..15d59096c --- /dev/null +++ b/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.cpp @@ -0,0 +1,47 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include "TaggingHelperFunctional.h" + +#include <cmath> + +// Declaration of the Algorithm Factory +DECLARE_COMPONENT( TaggingHelperFunctional ) + + StatusCode TaggingHelperFunctional::initialize() { + StatusCode sc = GaudiTool::initialize(); + + m_distCalc.retrieve().ignore(); + + return sc; + } + + double TaggingHelperFunctional::dphi( const double phi1, const double phi2 ) const { + const double c1 = std::cos( phi1 ), s1 = std::sin( phi1 ); + const double c2 = std::cos( phi2 ), s2 = std::sin( phi2 ); + return std::atan2( c1 * s2 - c2 * s1, c1 * c2 + s1 * s2 ); + } + + std::optional<std::pair<double, double>> TaggingHelperFunctional::calcIP( const LHCb::Particle* part, const LHCb::VertexBase* v) const { + double ip = -100.0; + double iperr = 0.0; + int zsign = 0; + double ipC = 0, ipChi2 = 0; + StatusCode sc1 = m_distCalc->distance( part, v, ipC, ipChi2 ); + Gaudi::XYZVector ipV; + StatusCode sc2 = m_distCalc->distance( part, v, ipV ); + if ( sc1 && ipChi2 != 0 ) { + if ( sc2 ) zsign = ipV.z() > 0 ? 1 : -1; + ip = ipC * zsign; // IP with sign + iperr = ipC / std::sqrt( ipChi2 ); + return std::make_pair(ip, iperr); + } + return std::nullopt; + } diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.h b/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.h new file mode 100644 index 000000000..77c5e4c0b --- /dev/null +++ b/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.h @@ -0,0 +1,42 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#ifndef PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H +#define PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H 1 + +// from Gaudi +#include "GaudiAlg/GaudiTool.h" + +#include "Kernel/IDistanceCalculator.h" + +// from FlavourTagging +#include "FlavourTagging/ITaggingHelper.h" + +class TaggingHelperFunctional : public GaudiTool, virtual public ITaggingHelper { + +public: + /// Standard constructor + TaggingHelperFunctional( const std::string& type, const std::string& name, const IInterface* parent ) : + GaudiTool( type, name, parent ){}; + + virtual ~TaggingHelperFunctional() = default; + StatusCode initialize() override; + + double dphi( const double phi1, const double phi2 ) const override; + + std::optional<std::pair<double, double>> calcIP( const LHCb::Particle* part, const LHCb::VertexBase* v) const override; + +private: + + ToolHandle<IDistanceCalculator> m_distCalc{this, "DistanceCalculator", "LoKi::DistanceCalculator"}; + +}; + +#endif // PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H \ No newline at end of file -- GitLab From 2d315c306c27e057e5798975e648f07841b54723 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Tue, 16 Feb 2021 11:41:42 +0100 Subject: [PATCH 05/54] renaming and completing --- .../FlavourTagging/ITaggingHelper.h | 11 +- .../Taggers/SSPion/FunctionalSSPionTagger.cpp | 178 ++++++++++++++++++ ...lFunctional.h => FunctionalSSPionTagger.h} | 48 +++-- .../TaggerPionBDTSameToolFunctional.cpp | 131 ------------- Phys/FlavourTagging/src/Utils/TaggingHelper.h | 10 + ...erFunctional.cpp => TaggingHelperTool.cpp} | 42 +++-- ...HelperFunctional.h => TaggingHelperTool.h} | 21 ++- 7 files changed, 261 insertions(+), 180 deletions(-) create mode 100644 Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp rename Phys/FlavourTagging/src/Taggers/SSPion/{TaggerPionBDTSameToolFunctional.h => FunctionalSSPionTagger.h} (64%) delete mode 100644 Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp create mode 100644 Phys/FlavourTagging/src/Utils/TaggingHelper.h rename Phys/FlavourTagging/src/Utils/{TaggingHelperFunctional.cpp => TaggingHelperTool.cpp} (52%) rename Phys/FlavourTagging/src/Utils/{TaggingHelperFunctional.h => TaggingHelperTool.h} (53%) diff --git a/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h b/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h index d1a55ce01..cf79990e7 100644 --- a/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h +++ b/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h @@ -22,9 +22,16 @@ class ITaggingHelper : virtual public IAlgTool { DeclareInterfaceID( ITaggingHelper, 3, 0 ); public: - virtual double dphi( const double, const double ) const = 0; - virtual std::optional<std::pair<double, double>> calcIP( const LHCb::Particle*, const LHCb::VertexBase*) const = 0; + virtual std::optional<std::pair<double, double>> calcIP( const LHCb::Particle&, const LHCb::VertexBase&) const = 0; + + virtual bool hasOverlap(const LHCb::Particle&, const LHCb::Particle&) const = 0; + + virtual const LHCb::VertexBase* bestPV(const LHCb::Particle&, const LHCb::RecVertices&) const = 0; + + virtual std::optional<LHCb::Vertex> fitVertex( const LHCb::Particle&, const LHCb::Particle&) const = 0; + + }; #endif // PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPER_H diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp new file mode 100644 index 000000000..7912dc548 --- /dev/null +++ b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp @@ -0,0 +1,178 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ + +#include "FunctionalSSPionTagger.h" + +#include "Classifiers/TMVA/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" + +#include "src/Utils/TaggingHelperTool.h" +#include "src/Utils/TaggingHelper.h" + +#include <typeinfo> + +// Declaration of the Algorithm Factory +DECLARE_COMPONENT( FunctionalSSPionTagger ) + +StatusCode FunctionalSSPionTagger::initialize() { + error() << "FunctionalSSPionTagger::initialize()" << endmsg; + const StatusCode sc = Transformer::initialize(); + if ( sc.isFailure() ) return sc; + + m_taggingHelper.retrieve().ignore(); + m_vertexFitTool.retrieve().ignore(); + + return sc; +} + + +std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particles& bCandidates, + const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices) const { + std::vector<LHCb::Tagger> taggerList(bCandidates.size()); + + always() << "NEW EVENT " << endmsg; + m_BCount += bCandidates.size(); + m_pionCount += taggingPions.size(); + always() << bCandidates.size() << " " << taggingPions.size() << " " << primaryVertices.size() << endmsg; + if(bCandidates.size() == 0 || taggingPions.size() == 0 || primaryVertices.size() == 0) + return taggerList; + + // loop over B candidates + int bCounter = -1; + for(const auto* bCand : bCandidates){ + bCounter++; + std::optional<const LHCb::Particle*> tagPion; // ask Sascha is this is ok :D??? + double bestBDT = -99.0; + + // find PV that best fits the B candidate + const LHCb::VertexBase* bestPV = m_taggingHelper->bestPV(*bCand, primaryVertices); + + // loop over tagging pions + for(const auto* pi : taggingPions){ + //check that there is no overlap between the B candidate and the tagging pion + bool hasOverlap = m_taggingHelper->hasOverlap(*pi, *bCand); + if(hasOverlap) continue; + //always() << "OVERLAPTOOL " << hasOverlap << endmsg; + + // exclude tracks too close to the signal + double deltaphi = TaggingHelper::dphi( bCand->momentum().phi(), pi->momentum().phi() ); + deltaphi = fabs(deltaphi); + if ( deltaphi < m_minDistPhi ) continue; + + // minIP cut on "pileup" vertices (many more pileup verticies in Run3...)?? + // killer of tagging pions clones ?? + + // IP signifcance cut wrt bestPV + std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( *pi, *bestPV); + if ( !ipVals ) continue; + const double ipSig = std::fabs( ipVals.value().first / ipVals.value().second ); + if ( ipSig > m_maxIpSigTagBestPV ) + continue; + + // make new particle with pion mass hypothesis !! + Gaudi::LorentzVector pi_reMom = pi->momentum(); + const double pi_mass = 139.57; // PDG is there an LHCb function with the mass-hypos??? + pi_reMom.SetE( std::sqrt( pi_mass * pi_mass + pi_reMom.P2() ) ); + Gaudi::LorentzVector b_mom = bCand->momentum(); + const double b_mass = b_mom.M();; + + // calculate and cut on dQ + const double dQ = ( b_mom + pi_reMom ).M() - b_mass; // NB: missing mp term as in Davide's computation (???) + if ( dQ > m_maxDQB0Repion ) + continue; + + // cut on the transverse momentum of the B-Pion combination + const double bpi_pT = ( b_mom + pi_reMom ).Pt(); + if ( bpi_pT < m_minPTB0Repion ) + continue; + + // some ither cuts + const double dEta = std::fabs( log( tan( b_mom.Theta() / 2. ) / tan( pi_reMom.Theta() / 2. ) ) ); + const double newDphi = std::fabs( TaggingHelper::dphi( b_mom.phi(), pi_reMom.phi() ) ); + const double dR = std::sqrt( dEta * dEta + newDphi * newDphi ); //?? + + if ( dEta > m_maxDEtaB0Repion ) + continue; + if ( newDphi > m_maxDPhiB0Repion ) + continue; + + // fit BCand and pionCand to vertex and cut on chi2/ndof + std::optional<LHCb::Vertex> pBVtx = m_taggingHelper->fitVertex(*pi, *bCand); + if(pBVtx){ + if ( pBVtx.value().chi2() / pBVtx.value().nDoF() > m_minChi2B0PionVertex ) + continue; + } + else + continue; + + always() << "accepted" << endmsg; + const LHCb::ProtoParticle* pi_proto = pi->proto(); + const double piPIDk = pi_proto->info( LHCb::ProtoParticle::additionalInfo::CombDLLk, -1000.0 ); + const LHCb::Track* pi_track = pi_proto->track(); + const double piTrackChi2 = pi_track->chi2PerDoF(); + const double piGhostProb = pi_track->ghostProbability(); + + // MVA !! + std::vector<double> inputVals(13); + inputVals[0] = log( pi_reMom.P() / Gaudi::Units::GeV ); + inputVals[1] = log( pi_reMom.Pt() / Gaudi::Units::GeV ); + inputVals[2] = log( ipSig ); + inputVals[3] = piGhostProb; + inputVals[4] = log( newDphi ); + inputVals[5] = dR ; + inputVals[6] = log( dEta ); + inputVals[7] = dQ / Gaudi::Units::GeV ; + inputVals[8] = log( b_mom.Pt() / Gaudi::Units::GeV ); + inputVals[9] = log( ( b_mom + pi_reMom ).Pt() / Gaudi::Units::GeV ); + inputVals[10] = piPIDk; + inputVals[11] = piTrackChi2; + inputVals[12] = bestPV->nDoF(); + + std::unique_ptr<ITaggingClassifier> classifier = std::make_unique<SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1>(); + const double BDT = classifier->getClassifierValue( inputVals ); + always() << "classifier BDT value " << BDT << endmsg; + + if ( BDT < bestBDT ) continue; + + always() << bestBDT << " " << BDT << endmsg; + tagPion = pi; + bestBDT = BDT; + } + //always() << "end of event" << endmsg; + + if ( !tagPion ){ + always() << "no tagpion " << bestBDT << endmsg; + continue; + } + + //what are those??? + double pn = 1. - ( m_polP0 + m_polP1 * bestBDT + m_polP2 * bestBDT * bestBDT + m_polP3 * bestBDT * bestBDT * bestBDT ); + always() << pn << endmsg; + + if ( pn < m_minPionProb || pn > 1 ) + continue; + + int tagdecision = tagPion.value()->charge() > 0 ? 1 : -1; + if ( bCand->particleID().hasUp() ) tagdecision = -tagdecision; + + LHCb::Tagger pionTagger; + pionTagger.setDecision( tagdecision ); + pionTagger.setOmega( 1 - pn ); + pionTagger.setType( taggerType() ); + pionTagger.addToTaggerParts( tagPion.value() ); + pionTagger.setCharge( tagPion.value()->charge() ); + pionTagger.setMvaValue( bestBDT ); + + taggerList[bCounter] = pionTagger; // ??? compiler does not like this line + m_FTCount+=1; + } + + return taggerList; +} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h similarity index 64% rename from Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h rename to Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h index 87af7b74f..0bb3696d7 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h +++ b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h @@ -20,25 +20,18 @@ #include "Event/Tagger.h" #include "Event/RecVertex.h" -#include "Kernel/IRelatedPVFinder.h" -//#include "Kernel/IParticleDescendants.h" -#include "Kernel/ICheckOverlap.h" -#include "Kernel/IPVReFitter.h" - -#include "src/Utils/TaggingHelperFunctional.h" - #include "FlavourTagging/ITaggingHelper.h" +#include "src/Utils/TaggingHelperTool.h" //temp, remove later #include "src/Utils/TypePrinter.h" -class TaggerPionBDTSameToolFunctional : - public Gaudi::Functional::Transformer<LHCb::Tagger( const LHCb::Particles&, const LHCb::Particles&, const LHCb::RecVertices& )>{ - //Gaudi::Functional::Traits::BaseClass_t<ITagger> todo remove +class FunctionalSSPionTagger : + public Gaudi::Functional::Transformer<std::vector<LHCb::Tagger>(const LHCb::Particles&, const LHCb::Particle::Range&, const LHCb::RecVertices& )>{ public: /// Standard constructor - TaggerPionBDTSameToolFunctional( const std::string& name, ISvcLocator* pSvcLocator ) + FunctionalSSPionTagger( const std::string& name, ISvcLocator* pSvcLocator ) : Transformer( name, pSvcLocator, {KeyValue{"BCandidates", ""}, KeyValue{"TaggingPions", ""}, KeyValue{"PrimaryVertices", ""}}, @@ -46,30 +39,33 @@ public: StatusCode initialize() override; ///< initialization - LHCb::Tagger operator()(const LHCb::Particles& bCandidates, const LHCb::Particles& taggingPions, const LHCb::RecVertices& primaryVertices ) const override; - + std::vector<LHCb::Tagger> operator()(const LHCb::Particles& bCandidates,const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices ) const override; + LHCb::Tagger::TaggerType taggerType() const { return LHCb::Tagger::TaggerType::SS_PionBDT; } private: Gaudi::Property<double> m_minDistPhi{this, "MinDistPhi", 0.005, "Tagging particle requirement: Minimum phi distance to B candidate"}; - Gaudi::Property<double> m_maxIpSigTagBestPV{this, "MaxIpSigTagBestPV", 0.005, + Gaudi::Property<double> m_maxIpSigTagBestPV{this, "MaxIpSigTagBestPV", 4.0, "Tagging particle requirement: Maximum IP significance wrt to best PV"}; - Gaudi::Property<double> m_maxDQB0Repion{this, "MaxDQB0Repion", 0.005, - "I don't know what this is"}; //?? or what the default value is - Gaudi::Property<double> m_minPTB0Repion{this, "MaxPTB0Repion", 0.005, - "Maximum transverse momentum of the B0-Pion combination"}; //?? I don't know the default value - Gaudi::Property<double> m_maxDEtaB0Repion{this, "MaxDEtaB0RePion", 0.005}; - Gaudi::Property<double> m_maxDPhiB0Repion{this, "MaxDPhiB0RePion", 0.005}; + Gaudi::Property<double> m_maxDQB0Repion{this, "MaxDQB0Repion", 1.2 * Gaudi::Units::GeV, + "I don't know what this is"}; + Gaudi::Property<double> m_minPTB0Repion{this, "MaxPTB0Repion", 3.0 * Gaudi::Units::GeV, + "Maximum transverse momentum of the B0-Pion combination"}; + Gaudi::Property<double> m_maxDEtaB0Repion{this, "MaxDEtaB0RePion", 1.2}; + Gaudi::Property<double> m_maxDPhiB0Repion{this, "MaxDPhiB0RePion", 1.1}; + Gaudi::Property<double> m_minChi2B0PionVertex{this, "MinChi2B0PionVertex", 100}; + Gaudi::Property<double> m_minPionProb{this, "MinPionProb", 0.5}; mutable Gaudi::Accumulators::SummingCounter<> m_BCount{this, "#BCandidates"}; mutable Gaudi::Accumulators::SummingCounter<> m_pionCount{this, "#taggingPions"}; + mutable Gaudi::Accumulators::SummingCounter<> m_FTCount{this, "#goodFlavourTags"}; - ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OnlineDistanceCalculatorName_"}; - ToolHandle<ICheckOverlap> m_overlapTool{this, "OverlapTool", "CheckOverlap"}; - ToolHandle<IPVReFitter> m_pvReFitterTool{this, "PVReFitter", "LoKi::PVReFitter"}; - ToolHandle<ITaggingHelper> m_taggingHelper{this, "TaggingHelper", "TaggingHelperFunctional"}; - //ToolHandle<IVertexFit> m_vertexFitterTool{this, ""}; - //ToolHandle<IParticleDescendants> m_ParticleDescendantsTool{this, "ParticleDescendants", "ParticleDescendants"}; + ToolHandle<ITaggingHelper> m_taggingHelper{this, "TaggingHelper", "TaggingHelperTool"}; + ToolHandle<IVertexFit> m_vertexFitTool{this, "VertexFitter", "LoKi::VertexFitter"}; + double m_polP0 = 0.4523 ; + double m_polP1 = -0.117; + double m_polP2 = -0.122; + double m_polP3 = -0.081; }; diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp deleted file mode 100644 index 504490feb..000000000 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp +++ /dev/null @@ -1,131 +0,0 @@ -/*****************************************************************************\ -* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * -* * -* This software is distributed under the terms of the GNU General Public * -* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * -* * -* In applying this licence, CERN does not waive the privileges and immunities * -* granted to it by virtue of its status as an Intergovernmental Organization * -* or submit itself to any jurisdiction. * -\*****************************************************************************/ - -#include "TaggerPionBDTSameToolFunctional.h" - -#include "src/Classification/ITaggingClassifierFactory.h" - -#include "src/Utils/TaggingHelperFunctional.h" - -#include <typeinfo> - -// Declaration of the Algorithm Factory -DECLARE_COMPONENT( TaggerPionBDTSameToolFunctional ) - -StatusCode TaggerPionBDTSameToolFunctional::initialize() { - error() << "TaggerPionBDTSameToolFunctional::initialize()" << endmsg; - const StatusCode sc = Transformer::initialize(); - if ( sc.isFailure() ) return sc; - - m_relatedPVTool.retrieve().ignore(); - //m_ParticleDescendantsTool.retrieve().ignore(); - m_overlapTool.retrieve().ignore(); - m_pvReFitterTool.retrieve().ignore(); - m_taggingHelper.retrieve().ignore(); - - return sc; -} - - -LHCb::Tagger TaggerPionBDTSameToolFunctional::operator()(const LHCb::Particles& bCandidates, - const LHCb::Particles& taggingPions, const LHCb::RecVertices& primaryVertices) const { - LHCb::Tagger tpion; - if(bCandidates.size() == 0 || taggingPions.size() == 0 || primaryVertices.size() == 0) - return tpion; - - m_BCount += bCandidates.size(); - m_pionCount += taggingPions.size(); - - always() << "NEW EVENT " << endmsg; - - for(const auto* bCand : bCandidates){ - - // find bestPV and refit it - const LHCb::VertexBase* assocVtx = m_relatedPVTool->relatedPV(bCand, primaryVertices); - LHCb::RecVertex newPV( assocVtx->position() ); - LHCb::Particle newBCand( *bCand ); - const StatusCode sc = m_pvReFitterTool->remove( &newBCand, &newPV ); - always() << "PVREFITTER " << sc << endmsg; - if(!sc) continue; - - // loop over tagging pions - for(const auto* p : taggingPions){ - //check that there is no overlap between the B candidate and the tagging pion - bool isOverlap = m_overlapTool->foundOverlap(p, bCand); - if(isOverlap) continue; - always() << "OVERLAPTOOL " << isOverlap << endmsg; - - // exclude tracks too close to the signal - double deltaphi = m_taggingHelper->dphi( bCand->momentum().phi(), p->momentum().phi() ); - deltaphi = fabs(deltaphi); - always() << "deltaphi " << deltaphi << endmsg; - if ( deltaphi < m_minDistPhi ) continue; - - // minIP cut on "pileup" vertecies (many more pileup verticies in Run3...)?? - //killer of tagging pions clones ?? - - // IP signifcance cut wrt bestPV - std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( p, assocVtx); - if ( !ipVals ) continue; - const double ipSig = std::fabs( ipVals.value().first / ipVals.value().second ); - if ( ipSig > m_maxIpSigTagBestPV ) continue; - - // make new particle with pion mass hypothesis !! - - // calculate and cut on dQ - Gaudi::LorentzVector p_reMom = p->momentum(); - const double p_mass = 139.57; // PDG is there an LHCb function with the mass-hypos??? - p_reMom.SetE( std::sqrt( p_mass * p_mass + p_reMom.P2() ) ); - Gaudi::LorentzVector b_mom = bCand->momentum(); - const double b_mass = b_mom.M();; - const double dQ = ( b_mom + p_reMom ).M() - b_mass; // NB: missing mp term as in Davide's computation - if ( dQ > m_maxDQB0Repion ) continue; - - // cut on the transverse momentum of the B-Pion combination - const double bp_pT = ( b_mom + p_reMom ).Pt(); - if ( bp_pT < m_minPTB0Repion ) continue; - - // - const double deta = std::fabs( log( tan( b_mom.Theta() / 2. ) / tan( p_reMom.Theta() / 2. ) ) ); - const double newDphi = std::fabs( m_taggingHelper->dphi( b_mom.phi(), p_reMom.phi() ) ); - const double dR = std::sqrt( deta * deta + newDphi * newDphi ); //?? - - if ( deta > m_maxDEtaB0Repion ) continue; - if ( newDphi > m_maxDPhiB0Repion ) continue; - - // vertex refit and vertex chi2 cut - //Vertex vtx; - //StatusCode sc = m_fitter->fit( vtx, bCand, p ); - //if ( sc.isFailure() ) continue; - //if ( vtx.chi2() / vtx.nDoF() > m_Bp_vtxChi2_cut_pionS ) continue; - - // MVA !! - std::vector<double> inputVals(13); - inputVals[0] = log( p_reMom.P() / Gaudi::Units::GeV ); - inputVals[1] = log( p_reMom.Pt() / Gaudi::Units::GeV ); - inputVals[2] = log( ipSig ); - //inputVals[3] = trackGhostProb; - inputVals[4] = log( newDphi ); - inputVals[5] = dR ; - inputVals[6] = log( deta ); - inputVals[7] = dQ / Gaudi::Units::GeV ; - inputVals[8] = log( b_mom.Pt() / Gaudi::Units::GeV ); - inputVals[9] = log( ( b_mom + p_reMom ).Pt() / Gaudi::Units::GeV ); - //inputVals[10] = PIDk; - //inputVals[11] = lcs; - //inputVals[12] = RecVert->nDoF(); - break; - } - } - error() << "\n \n \n " << endmsg; - - return tpion; -} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelper.h b/Phys/FlavourTagging/src/Utils/TaggingHelper.h new file mode 100644 index 000000000..4bcb7b9a4 --- /dev/null +++ b/Phys/FlavourTagging/src/Utils/TaggingHelper.h @@ -0,0 +1,10 @@ +#include <cmath> + +namespace TaggingHelper{ + + double dphi( const double phi1, const double phi2 ) { + const double c1 = std::cos( phi1 ), s1 = std::sin( phi1 ); + const double c2 = std::cos( phi2 ), s2 = std::sin( phi2 ); + return std::atan2( c1 * s2 - c2 * s1, c1 * c2 + s1 * s2 ); + } +} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.cpp b/Phys/FlavourTagging/src/Utils/TaggingHelperTool.cpp similarity index 52% rename from Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.cpp rename to Phys/FlavourTagging/src/Utils/TaggingHelperTool.cpp index 15d59096c..851370c05 100644 --- a/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.cpp +++ b/Phys/FlavourTagging/src/Utils/TaggingHelperTool.cpp @@ -8,35 +8,32 @@ * granted to it by virtue of its status as an Intergovernmental Organization * * or submit itself to any jurisdiction. * \*****************************************************************************/ -#include "TaggingHelperFunctional.h" +#include "TaggingHelperTool.h" #include <cmath> // Declaration of the Algorithm Factory -DECLARE_COMPONENT( TaggingHelperFunctional ) +DECLARE_COMPONENT( TaggingHelperTool ) - StatusCode TaggingHelperFunctional::initialize() { + StatusCode TaggingHelperTool::initialize() { StatusCode sc = GaudiTool::initialize(); - m_distCalc.retrieve().ignore(); - + m_distCalcTool.retrieve().ignore(); + m_overlapTool.retrieve().ignore(); + m_relatedPVTool.retrieve().ignore(); + m_vertexFitTool.retrieve().ignore(); + return sc; } - double TaggingHelperFunctional::dphi( const double phi1, const double phi2 ) const { - const double c1 = std::cos( phi1 ), s1 = std::sin( phi1 ); - const double c2 = std::cos( phi2 ), s2 = std::sin( phi2 ); - return std::atan2( c1 * s2 - c2 * s1, c1 * c2 + s1 * s2 ); - } - - std::optional<std::pair<double, double>> TaggingHelperFunctional::calcIP( const LHCb::Particle* part, const LHCb::VertexBase* v) const { + std::optional<std::pair<double, double>> TaggingHelperTool::calcIP( const LHCb::Particle& part, const LHCb::VertexBase& vtx) const { double ip = -100.0; double iperr = 0.0; int zsign = 0; double ipC = 0, ipChi2 = 0; - StatusCode sc1 = m_distCalc->distance( part, v, ipC, ipChi2 ); + StatusCode sc1 = m_distCalcTool->distance( &part, &vtx, ipC, ipChi2 ); Gaudi::XYZVector ipV; - StatusCode sc2 = m_distCalc->distance( part, v, ipV ); + StatusCode sc2 = m_distCalcTool->distance( &part, &vtx, ipV ); if ( sc1 && ipChi2 != 0 ) { if ( sc2 ) zsign = ipV.z() > 0 ? 1 : -1; ip = ipC * zsign; // IP with sign @@ -45,3 +42,20 @@ DECLARE_COMPONENT( TaggingHelperFunctional ) } return std::nullopt; } + + bool TaggingHelperTool::hasOverlap(const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const{ + return m_overlapTool->foundOverlap(&tagCand, &bCand); + } + +const LHCb::VertexBase* TaggingHelperTool::bestPV(const LHCb::Particle& bCand, const LHCb::RecVertices& allPVs) const{ + return m_relatedPVTool->relatedPV(&bCand, allPVs); +} + +std::optional<LHCb::Vertex> TaggingHelperTool::fitVertex( const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const{ + LHCb::Vertex vtx; + StatusCode sc = m_vertexFitTool->fit( vtx, tagCand, bCand ); + if(sc.isFailure()) + return std::nullopt; + else + return vtx; +} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.h b/Phys/FlavourTagging/src/Utils/TaggingHelperTool.h similarity index 53% rename from Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.h rename to Phys/FlavourTagging/src/Utils/TaggingHelperTool.h index 77c5e4c0b..ee3b1dd8a 100644 --- a/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.h +++ b/Phys/FlavourTagging/src/Utils/TaggingHelperTool.h @@ -15,28 +15,35 @@ #include "GaudiAlg/GaudiTool.h" #include "Kernel/IDistanceCalculator.h" +#include "Kernel/ICheckOverlap.h" +#include "Kernel/IRelatedPVFinder.h" +#include "Kernel/IVertexFit.h" // from FlavourTagging #include "FlavourTagging/ITaggingHelper.h" -class TaggingHelperFunctional : public GaudiTool, virtual public ITaggingHelper { +class TaggingHelperTool : public GaudiTool, virtual public ITaggingHelper { public: /// Standard constructor - TaggingHelperFunctional( const std::string& type, const std::string& name, const IInterface* parent ) : + TaggingHelperTool( const std::string& type, const std::string& name, const IInterface* parent ) : GaudiTool( type, name, parent ){}; - virtual ~TaggingHelperFunctional() = default; + virtual ~TaggingHelperTool() = default; StatusCode initialize() override; - double dphi( const double phi1, const double phi2 ) const override; + std::optional<std::pair<double, double>> calcIP( const LHCb::Particle& part, const LHCb::VertexBase& vtx) const override; - std::optional<std::pair<double, double>> calcIP( const LHCb::Particle* part, const LHCb::VertexBase* v) const override; + bool hasOverlap(const LHCb::Particle& taggingCand, const LHCb::Particle& bCand) const override; + const LHCb::VertexBase* bestPV(const LHCb::Particle& bCand, const LHCb::RecVertices& allPVs) const override; + std::optional<LHCb::Vertex> fitVertex( const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const override; private: - ToolHandle<IDistanceCalculator> m_distCalc{this, "DistanceCalculator", "LoKi::DistanceCalculator"}; - + ToolHandle<IDistanceCalculator> m_distCalcTool{this, "DistanceCalculator", "LoKi::DistanceCalculator"}; + ToolHandle<ICheckOverlap> m_overlapTool{this, "OverlapTool", "CheckOverlap"}; + ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OnlineDistanceCalculatorName_"}; + ToolHandle<IVertexFit> m_vertexFitTool{this, "VertexFitter", "LoKi::VertexFitter"}; }; #endif // PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H \ No newline at end of file -- GitLab From f9a181e609b2c7369929a7607e4dbf096868d621 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Tue, 23 Feb 2021 10:35:09 +0100 Subject: [PATCH 06/54] clean-up for SSPionTagger code, before redesign --- .../Taggers/SSPion/FunctionalSSPionTagger.cpp | 91 ++++++++----------- .../Taggers/SSPion/FunctionalSSPionTagger.h | 14 ++- Phys/FlavourTagging/src/Utils/TaggingHelper.h | 4 +- 3 files changed, 53 insertions(+), 56 deletions(-) diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp index 7912dc548..5e381df73 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp @@ -11,8 +11,6 @@ #include "FunctionalSSPionTagger.h" -#include "Classifiers/TMVA/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" - #include "src/Utils/TaggingHelperTool.h" #include "src/Utils/TaggingHelper.h" @@ -35,7 +33,8 @@ StatusCode FunctionalSSPionTagger::initialize() { std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particles& bCandidates, const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices) const { - std::vector<LHCb::Tagger> taggerList(bCandidates.size()); + std::vector<LHCb::Tagger> taggerList; + taggerList.reserve(bCandidates.size()); always() << "NEW EVENT " << endmsg; m_BCount += bCandidates.size(); @@ -45,62 +44,53 @@ std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particl return taggerList; // loop over B candidates - int bCounter = -1; for(const auto* bCand : bCandidates){ - bCounter++; - std::optional<const LHCb::Particle*> tagPion; // ask Sascha is this is ok :D??? + + const LHCb::Particle* tagPion = nullptr; + auto& pionTagger = taggerList.emplace_back(); + double bestBDT = -99.0; + Gaudi::LorentzVector b_mom = bCand->momentum(); + // find PV that best fits the B candidate const LHCb::VertexBase* bestPV = m_taggingHelper->bestPV(*bCand, primaryVertices); // loop over tagging pions for(const auto* pi : taggingPions){ + Gaudi::LorentzVector pi_mom = pi->momentum(); + //check that there is no overlap between the B candidate and the tagging pion bool hasOverlap = m_taggingHelper->hasOverlap(*pi, *bCand); if(hasOverlap) continue; - //always() << "OVERLAPTOOL " << hasOverlap << endmsg; - - // exclude tracks too close to the signal - double deltaphi = TaggingHelper::dphi( bCand->momentum().phi(), pi->momentum().phi() ); - deltaphi = fabs(deltaphi); - if ( deltaphi < m_minDistPhi ) continue; - // minIP cut on "pileup" vertices (many more pileup verticies in Run3...)?? - // killer of tagging pions clones ?? + // exclude tracks too close to / far way from the signal + double deltaPhi = TaggingHelper::dphi( bCand->momentum().phi(), pi->momentum().phi() ); + deltaPhi = fabs(deltaPhi); + if ( deltaPhi < m_minDistPhi || deltaPhi > m_maxDistPhi ) continue; - // IP signifcance cut wrt bestPV - std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( *pi, *bestPV); - if ( !ipVals ) continue; - const double ipSig = std::fabs( ipVals.value().first / ipVals.value().second ); - if ( ipSig > m_maxIpSigTagBestPV ) + const double deltaEta = std::fabs( b_mom.Eta() - pi_mom.Eta() ); + if ( deltaEta > m_maxDeltaEta ) continue; - // make new particle with pion mass hypothesis !! - Gaudi::LorentzVector pi_reMom = pi->momentum(); - const double pi_mass = 139.57; // PDG is there an LHCb function with the mass-hypos??? - pi_reMom.SetE( std::sqrt( pi_mass * pi_mass + pi_reMom.P2() ) ); - Gaudi::LorentzVector b_mom = bCand->momentum(); - const double b_mass = b_mom.M();; - // calculate and cut on dQ - const double dQ = ( b_mom + pi_reMom ).M() - b_mass; // NB: missing mp term as in Davide's computation (???) - if ( dQ > m_maxDQB0Repion ) + const double dQ = ( b_mom + pi_mom ).M() - b_mom.M(); // NB: missing mp term as in Davide's computation (???) + if ( dQ > m_maxDQB0Pion ) continue; // cut on the transverse momentum of the B-Pion combination - const double bpi_pT = ( b_mom + pi_reMom ).Pt(); - if ( bpi_pT < m_minPTB0Repion ) + const double bpi_pT = ( b_mom + pi_mom ).Pt(); + if ( bpi_pT < m_minPTB0Pion ) continue; - // some ither cuts - const double dEta = std::fabs( log( tan( b_mom.Theta() / 2. ) / tan( pi_reMom.Theta() / 2. ) ) ); - const double newDphi = std::fabs( TaggingHelper::dphi( b_mom.phi(), pi_reMom.phi() ) ); - const double dR = std::sqrt( dEta * dEta + newDphi * newDphi ); //?? + // minIP cut on "pileup" vertices (many more pileup verticies in Run3...)?? + // killer of tagging pions clones ?? - if ( dEta > m_maxDEtaB0Repion ) - continue; - if ( newDphi > m_maxDPhiB0Repion ) + // IP signifcance cut wrt bestPV + std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( *pi, *bestPV); + if ( !ipVals ) continue; + const double ipSig = std::fabs( ipVals.value().first / ipVals.value().second ); + if ( ipSig > m_maxIpSigTagBestPV ) continue; // fit BCand and pionCand to vertex and cut on chi2/ndof @@ -113,6 +103,9 @@ std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particl continue; always() << "accepted" << endmsg; + + // inputs for the BDT + const double dR = std::sqrt( deltaEta * deltaEta + deltaPhi * deltaPhi ); const LHCb::ProtoParticle* pi_proto = pi->proto(); const double piPIDk = pi_proto->info( LHCb::ProtoParticle::additionalInfo::CombDLLk, -1000.0 ); const LHCb::Track* pi_track = pi_proto->track(); @@ -121,22 +114,21 @@ std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particl // MVA !! std::vector<double> inputVals(13); - inputVals[0] = log( pi_reMom.P() / Gaudi::Units::GeV ); - inputVals[1] = log( pi_reMom.Pt() / Gaudi::Units::GeV ); + inputVals[0] = log( pi_mom.P() / Gaudi::Units::GeV ); + inputVals[1] = log( pi_mom.Pt() / Gaudi::Units::GeV ); inputVals[2] = log( ipSig ); inputVals[3] = piGhostProb; - inputVals[4] = log( newDphi ); + inputVals[4] = log( deltaPhi ); inputVals[5] = dR ; - inputVals[6] = log( dEta ); + inputVals[6] = log( deltaEta ); inputVals[7] = dQ / Gaudi::Units::GeV ; inputVals[8] = log( b_mom.Pt() / Gaudi::Units::GeV ); - inputVals[9] = log( ( b_mom + pi_reMom ).Pt() / Gaudi::Units::GeV ); + inputVals[9] = log( ( b_mom + pi_mom ).Pt() / Gaudi::Units::GeV ); inputVals[10] = piPIDk; inputVals[11] = piTrackChi2; inputVals[12] = bestPV->nDoF(); - std::unique_ptr<ITaggingClassifier> classifier = std::make_unique<SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1>(); - const double BDT = classifier->getClassifierValue( inputVals ); + const double BDT = m_classifier->getClassifierValue( inputVals ); always() << "classifier BDT value " << BDT << endmsg; if ( BDT < bestBDT ) continue; @@ -152,25 +144,22 @@ std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particl continue; } - //what are those??? double pn = 1. - ( m_polP0 + m_polP1 * bestBDT + m_polP2 * bestBDT * bestBDT + m_polP3 * bestBDT * bestBDT * bestBDT ); always() << pn << endmsg; if ( pn < m_minPionProb || pn > 1 ) continue; - int tagdecision = tagPion.value()->charge() > 0 ? 1 : -1; + int tagdecision = tagPion->charge() > 0 ? 1 : -1; if ( bCand->particleID().hasUp() ) tagdecision = -tagdecision; - LHCb::Tagger pionTagger; pionTagger.setDecision( tagdecision ); pionTagger.setOmega( 1 - pn ); pionTagger.setType( taggerType() ); - pionTagger.addToTaggerParts( tagPion.value() ); - pionTagger.setCharge( tagPion.value()->charge() ); + pionTagger.addToTaggerParts( tagPion ); + pionTagger.setCharge( tagPion->charge() ); pionTagger.setMvaValue( bestBDT ); - - taggerList[bCounter] = pionTagger; // ??? compiler does not like this line + m_FTCount+=1; } diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h index 0bb3696d7..babccea6f 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h +++ b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h @@ -20,8 +20,10 @@ #include "Event/Tagger.h" #include "Event/RecVertex.h" +// from FlavourTagging #include "FlavourTagging/ITaggingHelper.h" #include "src/Utils/TaggingHelperTool.h" +#include "Classifiers/TMVA/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" //temp, remove later #include "src/Utils/TypePrinter.h" @@ -46,14 +48,16 @@ public: private: Gaudi::Property<double> m_minDistPhi{this, "MinDistPhi", 0.005, "Tagging particle requirement: Minimum phi distance to B candidate"}; + Gaudi::Property<double> m_maxDistPhi{this, "MaxDistPhi", 1.1, + "Tagging particle requirement: Maximum phi distance to B candidate"}; + Gaudi::Property<double> m_maxDeltaEta{this, "MaxDeltaEta", 1.2, + "Tagging particle requirement: Maximum eta distance to B candidate"}; Gaudi::Property<double> m_maxIpSigTagBestPV{this, "MaxIpSigTagBestPV", 4.0, "Tagging particle requirement: Maximum IP significance wrt to best PV"}; - Gaudi::Property<double> m_maxDQB0Repion{this, "MaxDQB0Repion", 1.2 * Gaudi::Units::GeV, + Gaudi::Property<double> m_maxDQB0Pion{this, "MaxDQB0Pion", 1.2 * Gaudi::Units::GeV, "I don't know what this is"}; - Gaudi::Property<double> m_minPTB0Repion{this, "MaxPTB0Repion", 3.0 * Gaudi::Units::GeV, + Gaudi::Property<double> m_minPTB0Pion{this, "MaxPTB0Pion", 3.0 * Gaudi::Units::GeV, "Maximum transverse momentum of the B0-Pion combination"}; - Gaudi::Property<double> m_maxDEtaB0Repion{this, "MaxDEtaB0RePion", 1.2}; - Gaudi::Property<double> m_maxDPhiB0Repion{this, "MaxDPhiB0RePion", 1.1}; Gaudi::Property<double> m_minChi2B0PionVertex{this, "MinChi2B0PionVertex", 100}; Gaudi::Property<double> m_minPionProb{this, "MinPionProb", 0.5}; @@ -64,6 +68,8 @@ private: ToolHandle<ITaggingHelper> m_taggingHelper{this, "TaggingHelper", "TaggingHelperTool"}; ToolHandle<IVertexFit> m_vertexFitTool{this, "VertexFitter", "LoKi::VertexFitter"}; + std::unique_ptr<ITaggingClassifier> m_classifier = std::make_unique<SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1>(); + double m_polP0 = 0.4523 ; double m_polP1 = -0.117; double m_polP2 = -0.122; diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelper.h b/Phys/FlavourTagging/src/Utils/TaggingHelper.h index 4bcb7b9a4..deaf21228 100644 --- a/Phys/FlavourTagging/src/Utils/TaggingHelper.h +++ b/Phys/FlavourTagging/src/Utils/TaggingHelper.h @@ -1,8 +1,10 @@ +#pragma once + #include <cmath> namespace TaggingHelper{ - double dphi( const double phi1, const double phi2 ) { + inline double dphi( const double phi1, const double phi2 ) { const double c1 = std::cos( phi1 ), s1 = std::sin( phi1 ); const double c2 = std::cos( phi2 ), s2 = std::sin( phi2 ); return std::atan2( c1 * s2 - c2 * s1, c1 * c2 + s1 * s2 ); -- GitLab From 769f4cbe98d7f5f459030a7337d0de6156f5d5ad Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Mon, 1 Mar 2021 16:25:18 +0100 Subject: [PATCH 07/54] change output type to FlavourTags --- .../Taggers/SSPion/FunctionalSSPionTagger.cpp | 83 +++++++++++-------- .../Taggers/SSPion/FunctionalSSPionTagger.h | 5 +- 2 files changed, 50 insertions(+), 38 deletions(-) diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp index 5e381df73..57304b86d 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp @@ -31,24 +31,32 @@ StatusCode FunctionalSSPionTagger::initialize() { } -std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particles& bCandidates, +LHCb::FlavourTags FunctionalSSPionTagger::operator()(const LHCb::Particles& bCandidates, const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices) const { - std::vector<LHCb::Tagger> taggerList; - taggerList.reserve(bCandidates.size()); - always() << "NEW EVENT " << endmsg; + + LHCb::FlavourTags flavourTags; + for(const auto* bCand : bCandidates){ + LHCb::Tagger tagger; + tagger.setType(taggerType()); + LHCb::FlavourTag* flavourTag = new LHCb::FlavourTag(bCand->key()); + flavourTag->addTagger(tagger); + flavourTag->setTaggedB(bCand); + flavourTag->setDecision( LHCb::FlavourTag::none ); + flavourTags.insert(flavourTag); + } + m_BCount += bCandidates.size(); m_pionCount += taggingPions.size(); always() << bCandidates.size() << " " << taggingPions.size() << " " << primaryVertices.size() << endmsg; if(bCandidates.size() == 0 || taggingPions.size() == 0 || primaryVertices.size() == 0) - return taggerList; - + return flavourTags; + // loop over B candidates for(const auto* bCand : bCandidates){ const LHCb::Particle* tagPion = nullptr; - auto& pionTagger = taggerList.emplace_back(); - + double bestBDT = -99.0; Gaudi::LorentzVector b_mom = bCand->momentum(); @@ -56,45 +64,45 @@ std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particl // find PV that best fits the B candidate const LHCb::VertexBase* bestPV = m_taggingHelper->bestPV(*bCand, primaryVertices); - // loop over tagging pions - for(const auto* pi : taggingPions){ - Gaudi::LorentzVector pi_mom = pi->momentum(); + // loop over tagging particles + for(const auto* tagCand : taggingPions){ + Gaudi::LorentzVector tag_mom = tagCand->momentum(); //check that there is no overlap between the B candidate and the tagging pion - bool hasOverlap = m_taggingHelper->hasOverlap(*pi, *bCand); + bool hasOverlap = m_taggingHelper->hasOverlap(*tagCand, *bCand); if(hasOverlap) continue; // exclude tracks too close to / far way from the signal - double deltaPhi = TaggingHelper::dphi( bCand->momentum().phi(), pi->momentum().phi() ); + double deltaPhi = TaggingHelper::dphi( bCand->momentum().phi(), tagCand->momentum().phi() ); deltaPhi = fabs(deltaPhi); if ( deltaPhi < m_minDistPhi || deltaPhi > m_maxDistPhi ) continue; - const double deltaEta = std::fabs( b_mom.Eta() - pi_mom.Eta() ); + const double deltaEta = std::fabs( b_mom.Eta() - tag_mom.Eta() ); if ( deltaEta > m_maxDeltaEta ) continue; // calculate and cut on dQ - const double dQ = ( b_mom + pi_mom ).M() - b_mom.M(); // NB: missing mp term as in Davide's computation (???) + const double dQ = ( b_mom + tag_mom ).M() - b_mom.M(); // NB: missing mp term as in Davide's computation (???) if ( dQ > m_maxDQB0Pion ) continue; // cut on the transverse momentum of the B-Pion combination - const double bpi_pT = ( b_mom + pi_mom ).Pt(); - if ( bpi_pT < m_minPTB0Pion ) + const double btagCand_pT = ( b_mom + tag_mom ).Pt(); + if ( btagCand_pT < m_minPTB0Pion ) continue; // minIP cut on "pileup" vertices (many more pileup verticies in Run3...)?? // killer of tagging pions clones ?? // IP signifcance cut wrt bestPV - std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( *pi, *bestPV); + std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( *tagCand, *bestPV); if ( !ipVals ) continue; const double ipSig = std::fabs( ipVals.value().first / ipVals.value().second ); if ( ipSig > m_maxIpSigTagBestPV ) continue; // fit BCand and pionCand to vertex and cut on chi2/ndof - std::optional<LHCb::Vertex> pBVtx = m_taggingHelper->fitVertex(*pi, *bCand); + std::optional<LHCb::Vertex> pBVtx = m_taggingHelper->fitVertex(*tagCand, *bCand); if(pBVtx){ if ( pBVtx.value().chi2() / pBVtx.value().nDoF() > m_minChi2B0PionVertex ) continue; @@ -102,39 +110,39 @@ std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particl else continue; - always() << "accepted" << endmsg; + //always() << "accepted" << endmsg; // inputs for the BDT const double dR = std::sqrt( deltaEta * deltaEta + deltaPhi * deltaPhi ); - const LHCb::ProtoParticle* pi_proto = pi->proto(); - const double piPIDk = pi_proto->info( LHCb::ProtoParticle::additionalInfo::CombDLLk, -1000.0 ); - const LHCb::Track* pi_track = pi_proto->track(); - const double piTrackChi2 = pi_track->chi2PerDoF(); - const double piGhostProb = pi_track->ghostProbability(); + const LHCb::ProtoParticle* tag_proto = tagCand->proto(); + const double tagPIDk = tag_proto->info( LHCb::ProtoParticle::additionalInfo::CombDLLk, -1000.0 ); + const LHCb::Track* tag_track = tag_proto->track(); + const double tagTrackChi2 = tag_track->chi2PerDoF(); + const double tagGhostProb = tag_track->ghostProbability(); // MVA !! std::vector<double> inputVals(13); - inputVals[0] = log( pi_mom.P() / Gaudi::Units::GeV ); - inputVals[1] = log( pi_mom.Pt() / Gaudi::Units::GeV ); + inputVals[0] = log( tag_mom.P() / Gaudi::Units::GeV ); + inputVals[1] = log( tag_mom.Pt() / Gaudi::Units::GeV ); inputVals[2] = log( ipSig ); - inputVals[3] = piGhostProb; + inputVals[3] = tagGhostProb; inputVals[4] = log( deltaPhi ); inputVals[5] = dR ; inputVals[6] = log( deltaEta ); inputVals[7] = dQ / Gaudi::Units::GeV ; inputVals[8] = log( b_mom.Pt() / Gaudi::Units::GeV ); - inputVals[9] = log( ( b_mom + pi_mom ).Pt() / Gaudi::Units::GeV ); - inputVals[10] = piPIDk; - inputVals[11] = piTrackChi2; + inputVals[9] = log( ( b_mom + tag_mom ).Pt() / Gaudi::Units::GeV ); + inputVals[10] = tagPIDk; + inputVals[11] = tagTrackChi2; inputVals[12] = bestPV->nDoF(); const double BDT = m_classifier->getClassifierValue( inputVals ); - always() << "classifier BDT value " << BDT << endmsg; + //always() << "classifier BDT value " << BDT << endmsg; if ( BDT < bestBDT ) continue; always() << bestBDT << " " << BDT << endmsg; - tagPion = pi; + tagPion = tagCand; bestBDT = BDT; } //always() << "end of event" << endmsg; @@ -153,15 +161,18 @@ std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particl int tagdecision = tagPion->charge() > 0 ? 1 : -1; if ( bCand->particleID().hasUp() ) tagdecision = -tagdecision; + auto* flavourTag = flavourTags(bCand->key()); + LHCb::Tagger pionTagger; pionTagger.setDecision( tagdecision ); pionTagger.setOmega( 1 - pn ); pionTagger.setType( taggerType() ); pionTagger.addToTaggerParts( tagPion ); pionTagger.setCharge( tagPion->charge() ); pionTagger.setMvaValue( bestBDT ); - + flavourTag->setTaggers(std::vector<LHCb::Tagger>{pionTagger}); + m_FTCount+=1; } - - return taggerList; + + return flavourTags; } \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h index babccea6f..d9ac41dc6 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h +++ b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h @@ -30,7 +30,8 @@ class FunctionalSSPionTagger : - public Gaudi::Functional::Transformer<std::vector<LHCb::Tagger>(const LHCb::Particles&, const LHCb::Particle::Range&, const LHCb::RecVertices& )>{ + //public Gaudi::Functional::Transformer<std::vector<LHCb::Tagger>(const LHCb::Particles&, const LHCb::Particle::Range&, const LHCb::RecVertices& )>{ + public Gaudi::Functional::Transformer<LHCb::FlavourTags(const LHCb::Particles&, const LHCb::Particle::Range&, const LHCb::RecVertices& )>{ public: /// Standard constructor FunctionalSSPionTagger( const std::string& name, ISvcLocator* pSvcLocator ) @@ -41,7 +42,7 @@ public: StatusCode initialize() override; ///< initialization - std::vector<LHCb::Tagger> operator()(const LHCb::Particles& bCandidates,const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices ) const override; + LHCb::FlavourTags operator()(const LHCb::Particles& bCandidates,const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices ) const override; LHCb::Tagger::TaggerType taggerType() const { return LHCb::Tagger::TaggerType::SS_PionBDT; } -- GitLab From 06d97f9b918c4a9aa9c7d1acd1f9ba25d1dc90fc Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Thu, 4 Mar 2021 11:08:08 +0100 Subject: [PATCH 08/54] make new dir for the functional flavourtagging --- .../FlavourTagging/ITaggingHelper.h | 37 ---- .../Taggers/SSPion/FunctionalSSPionTagger.cpp | 178 ------------------ .../Taggers/SSPion/FunctionalSSPionTagger.h | 78 -------- Phys/FlavourTagging/src/Utils/TaggingHelper.h | 12 -- .../src/Utils/TaggingHelperTool.cpp | 61 ------ .../src/Utils/TaggingHelperTool.h | 49 ----- 6 files changed, 415 deletions(-) delete mode 100644 Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h delete mode 100644 Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp delete mode 100644 Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h delete mode 100644 Phys/FlavourTagging/src/Utils/TaggingHelper.h delete mode 100644 Phys/FlavourTagging/src/Utils/TaggingHelperTool.cpp delete mode 100644 Phys/FlavourTagging/src/Utils/TaggingHelperTool.h diff --git a/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h b/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h deleted file mode 100644 index cf79990e7..000000000 --- a/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h +++ /dev/null @@ -1,37 +0,0 @@ -/*****************************************************************************\ -* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * -* * -* This software is distributed under the terms of the GNU General Public * -* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * -* * -* In applying this licence, CERN does not waive the privileges and immunities * -* granted to it by virtue of its status as an Intergovernmental Organization * -* or submit itself to any jurisdiction. * -\*****************************************************************************/ -#ifndef PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPER_H -#define PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPER_H 1 - -#include "GaudiKernel/IAlgTool.h" - -// from Event -#include "Event/Particle.h" -#include "Event/RecVertex.h" - -class ITaggingHelper : virtual public IAlgTool { - - DeclareInterfaceID( ITaggingHelper, 3, 0 ); - - public: - - virtual std::optional<std::pair<double, double>> calcIP( const LHCb::Particle&, const LHCb::VertexBase&) const = 0; - - virtual bool hasOverlap(const LHCb::Particle&, const LHCb::Particle&) const = 0; - - virtual const LHCb::VertexBase* bestPV(const LHCb::Particle&, const LHCb::RecVertices&) const = 0; - - virtual std::optional<LHCb::Vertex> fitVertex( const LHCb::Particle&, const LHCb::Particle&) const = 0; - - -}; - -#endif // PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPER_H diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp deleted file mode 100644 index 57304b86d..000000000 --- a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp +++ /dev/null @@ -1,178 +0,0 @@ -/*****************************************************************************\ -* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * -* * -* This software is distributed under the terms of the GNU General Public * -* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * -* * -* In applying this licence, CERN does not waive the privileges and immunities * -* granted to it by virtue of its status as an Intergovernmental Organization * -* or submit itself to any jurisdiction. * -\*****************************************************************************/ - -#include "FunctionalSSPionTagger.h" - -#include "src/Utils/TaggingHelperTool.h" -#include "src/Utils/TaggingHelper.h" - -#include <typeinfo> - -// Declaration of the Algorithm Factory -DECLARE_COMPONENT( FunctionalSSPionTagger ) - -StatusCode FunctionalSSPionTagger::initialize() { - error() << "FunctionalSSPionTagger::initialize()" << endmsg; - const StatusCode sc = Transformer::initialize(); - if ( sc.isFailure() ) return sc; - - m_taggingHelper.retrieve().ignore(); - m_vertexFitTool.retrieve().ignore(); - - return sc; -} - - -LHCb::FlavourTags FunctionalSSPionTagger::operator()(const LHCb::Particles& bCandidates, - const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices) const { - always() << "NEW EVENT " << endmsg; - - LHCb::FlavourTags flavourTags; - for(const auto* bCand : bCandidates){ - LHCb::Tagger tagger; - tagger.setType(taggerType()); - LHCb::FlavourTag* flavourTag = new LHCb::FlavourTag(bCand->key()); - flavourTag->addTagger(tagger); - flavourTag->setTaggedB(bCand); - flavourTag->setDecision( LHCb::FlavourTag::none ); - flavourTags.insert(flavourTag); - } - - m_BCount += bCandidates.size(); - m_pionCount += taggingPions.size(); - always() << bCandidates.size() << " " << taggingPions.size() << " " << primaryVertices.size() << endmsg; - if(bCandidates.size() == 0 || taggingPions.size() == 0 || primaryVertices.size() == 0) - return flavourTags; - - // loop over B candidates - for(const auto* bCand : bCandidates){ - - const LHCb::Particle* tagPion = nullptr; - - double bestBDT = -99.0; - - Gaudi::LorentzVector b_mom = bCand->momentum(); - - // find PV that best fits the B candidate - const LHCb::VertexBase* bestPV = m_taggingHelper->bestPV(*bCand, primaryVertices); - - // loop over tagging particles - for(const auto* tagCand : taggingPions){ - Gaudi::LorentzVector tag_mom = tagCand->momentum(); - - //check that there is no overlap between the B candidate and the tagging pion - bool hasOverlap = m_taggingHelper->hasOverlap(*tagCand, *bCand); - if(hasOverlap) continue; - - // exclude tracks too close to / far way from the signal - double deltaPhi = TaggingHelper::dphi( bCand->momentum().phi(), tagCand->momentum().phi() ); - deltaPhi = fabs(deltaPhi); - if ( deltaPhi < m_minDistPhi || deltaPhi > m_maxDistPhi ) continue; - - const double deltaEta = std::fabs( b_mom.Eta() - tag_mom.Eta() ); - if ( deltaEta > m_maxDeltaEta ) - continue; - - // calculate and cut on dQ - const double dQ = ( b_mom + tag_mom ).M() - b_mom.M(); // NB: missing mp term as in Davide's computation (???) - if ( dQ > m_maxDQB0Pion ) - continue; - - // cut on the transverse momentum of the B-Pion combination - const double btagCand_pT = ( b_mom + tag_mom ).Pt(); - if ( btagCand_pT < m_minPTB0Pion ) - continue; - - // minIP cut on "pileup" vertices (many more pileup verticies in Run3...)?? - // killer of tagging pions clones ?? - - // IP signifcance cut wrt bestPV - std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( *tagCand, *bestPV); - if ( !ipVals ) continue; - const double ipSig = std::fabs( ipVals.value().first / ipVals.value().second ); - if ( ipSig > m_maxIpSigTagBestPV ) - continue; - - // fit BCand and pionCand to vertex and cut on chi2/ndof - std::optional<LHCb::Vertex> pBVtx = m_taggingHelper->fitVertex(*tagCand, *bCand); - if(pBVtx){ - if ( pBVtx.value().chi2() / pBVtx.value().nDoF() > m_minChi2B0PionVertex ) - continue; - } - else - continue; - - //always() << "accepted" << endmsg; - - // inputs for the BDT - const double dR = std::sqrt( deltaEta * deltaEta + deltaPhi * deltaPhi ); - const LHCb::ProtoParticle* tag_proto = tagCand->proto(); - const double tagPIDk = tag_proto->info( LHCb::ProtoParticle::additionalInfo::CombDLLk, -1000.0 ); - const LHCb::Track* tag_track = tag_proto->track(); - const double tagTrackChi2 = tag_track->chi2PerDoF(); - const double tagGhostProb = tag_track->ghostProbability(); - - // MVA !! - std::vector<double> inputVals(13); - inputVals[0] = log( tag_mom.P() / Gaudi::Units::GeV ); - inputVals[1] = log( tag_mom.Pt() / Gaudi::Units::GeV ); - inputVals[2] = log( ipSig ); - inputVals[3] = tagGhostProb; - inputVals[4] = log( deltaPhi ); - inputVals[5] = dR ; - inputVals[6] = log( deltaEta ); - inputVals[7] = dQ / Gaudi::Units::GeV ; - inputVals[8] = log( b_mom.Pt() / Gaudi::Units::GeV ); - inputVals[9] = log( ( b_mom + tag_mom ).Pt() / Gaudi::Units::GeV ); - inputVals[10] = tagPIDk; - inputVals[11] = tagTrackChi2; - inputVals[12] = bestPV->nDoF(); - - const double BDT = m_classifier->getClassifierValue( inputVals ); - //always() << "classifier BDT value " << BDT << endmsg; - - if ( BDT < bestBDT ) continue; - - always() << bestBDT << " " << BDT << endmsg; - tagPion = tagCand; - bestBDT = BDT; - } - //always() << "end of event" << endmsg; - - if ( !tagPion ){ - always() << "no tagpion " << bestBDT << endmsg; - continue; - } - - double pn = 1. - ( m_polP0 + m_polP1 * bestBDT + m_polP2 * bestBDT * bestBDT + m_polP3 * bestBDT * bestBDT * bestBDT ); - always() << pn << endmsg; - - if ( pn < m_minPionProb || pn > 1 ) - continue; - - int tagdecision = tagPion->charge() > 0 ? 1 : -1; - if ( bCand->particleID().hasUp() ) tagdecision = -tagdecision; - - auto* flavourTag = flavourTags(bCand->key()); - LHCb::Tagger pionTagger; - pionTagger.setDecision( tagdecision ); - pionTagger.setOmega( 1 - pn ); - pionTagger.setType( taggerType() ); - pionTagger.addToTaggerParts( tagPion ); - pionTagger.setCharge( tagPion->charge() ); - pionTagger.setMvaValue( bestBDT ); - flavourTag->setTaggers(std::vector<LHCb::Tagger>{pionTagger}); - - m_FTCount+=1; - } - - return flavourTags; -} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h deleted file mode 100644 index d9ac41dc6..000000000 --- a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h +++ /dev/null @@ -1,78 +0,0 @@ -/*****************************************************************************\ -* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * -* * -* This software is distributed under the terms of the GNU General Public * -* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * -* * -* In applying this licence, CERN does not waive the privileges and immunities * -* granted to it by virtue of its status as an Intergovernmental Organization * -* or submit itself to any jurisdiction. * -\*****************************************************************************/ -#pragma once - -// from Gaudi -#include "GaudiAlg/Transformer.h" -#include "GaudiKernel/ToolHandle.h" - -// from Event -#include "Event/FlavourTag.h" -#include "Event/Particle.h" -#include "Event/Tagger.h" -#include "Event/RecVertex.h" - -// from FlavourTagging -#include "FlavourTagging/ITaggingHelper.h" -#include "src/Utils/TaggingHelperTool.h" -#include "Classifiers/TMVA/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" - -//temp, remove later -#include "src/Utils/TypePrinter.h" - - -class FunctionalSSPionTagger : - //public Gaudi::Functional::Transformer<std::vector<LHCb::Tagger>(const LHCb::Particles&, const LHCb::Particle::Range&, const LHCb::RecVertices& )>{ - public Gaudi::Functional::Transformer<LHCb::FlavourTags(const LHCb::Particles&, const LHCb::Particle::Range&, const LHCb::RecVertices& )>{ -public: - /// Standard constructor - FunctionalSSPionTagger( const std::string& name, ISvcLocator* pSvcLocator ) - : Transformer( - name, pSvcLocator, - {KeyValue{"BCandidates", ""}, KeyValue{"TaggingPions", ""}, KeyValue{"PrimaryVertices", ""}}, - KeyValue{"OutputFlavourTags", ""} ) {} - - StatusCode initialize() override; ///< initialization - - LHCb::FlavourTags operator()(const LHCb::Particles& bCandidates,const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices ) const override; - - LHCb::Tagger::TaggerType taggerType() const { return LHCb::Tagger::TaggerType::SS_PionBDT; } - -private: - Gaudi::Property<double> m_minDistPhi{this, "MinDistPhi", 0.005, - "Tagging particle requirement: Minimum phi distance to B candidate"}; - Gaudi::Property<double> m_maxDistPhi{this, "MaxDistPhi", 1.1, - "Tagging particle requirement: Maximum phi distance to B candidate"}; - Gaudi::Property<double> m_maxDeltaEta{this, "MaxDeltaEta", 1.2, - "Tagging particle requirement: Maximum eta distance to B candidate"}; - Gaudi::Property<double> m_maxIpSigTagBestPV{this, "MaxIpSigTagBestPV", 4.0, - "Tagging particle requirement: Maximum IP significance wrt to best PV"}; - Gaudi::Property<double> m_maxDQB0Pion{this, "MaxDQB0Pion", 1.2 * Gaudi::Units::GeV, - "I don't know what this is"}; - Gaudi::Property<double> m_minPTB0Pion{this, "MaxPTB0Pion", 3.0 * Gaudi::Units::GeV, - "Maximum transverse momentum of the B0-Pion combination"}; - Gaudi::Property<double> m_minChi2B0PionVertex{this, "MinChi2B0PionVertex", 100}; - Gaudi::Property<double> m_minPionProb{this, "MinPionProb", 0.5}; - - mutable Gaudi::Accumulators::SummingCounter<> m_BCount{this, "#BCandidates"}; - mutable Gaudi::Accumulators::SummingCounter<> m_pionCount{this, "#taggingPions"}; - mutable Gaudi::Accumulators::SummingCounter<> m_FTCount{this, "#goodFlavourTags"}; - - ToolHandle<ITaggingHelper> m_taggingHelper{this, "TaggingHelper", "TaggingHelperTool"}; - ToolHandle<IVertexFit> m_vertexFitTool{this, "VertexFitter", "LoKi::VertexFitter"}; - - std::unique_ptr<ITaggingClassifier> m_classifier = std::make_unique<SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1>(); - - double m_polP0 = 0.4523 ; - double m_polP1 = -0.117; - double m_polP2 = -0.122; - double m_polP3 = -0.081; -}; diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelper.h b/Phys/FlavourTagging/src/Utils/TaggingHelper.h deleted file mode 100644 index deaf21228..000000000 --- a/Phys/FlavourTagging/src/Utils/TaggingHelper.h +++ /dev/null @@ -1,12 +0,0 @@ -#pragma once - -#include <cmath> - -namespace TaggingHelper{ - - inline double dphi( const double phi1, const double phi2 ) { - const double c1 = std::cos( phi1 ), s1 = std::sin( phi1 ); - const double c2 = std::cos( phi2 ), s2 = std::sin( phi2 ); - return std::atan2( c1 * s2 - c2 * s1, c1 * c2 + s1 * s2 ); - } -} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelperTool.cpp b/Phys/FlavourTagging/src/Utils/TaggingHelperTool.cpp deleted file mode 100644 index 851370c05..000000000 --- a/Phys/FlavourTagging/src/Utils/TaggingHelperTool.cpp +++ /dev/null @@ -1,61 +0,0 @@ -/*****************************************************************************\ -* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * -* * -* This software is distributed under the terms of the GNU General Public * -* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * -* * -* In applying this licence, CERN does not waive the privileges and immunities * -* granted to it by virtue of its status as an Intergovernmental Organization * -* or submit itself to any jurisdiction. * -\*****************************************************************************/ -#include "TaggingHelperTool.h" - -#include <cmath> - -// Declaration of the Algorithm Factory -DECLARE_COMPONENT( TaggingHelperTool ) - - StatusCode TaggingHelperTool::initialize() { - StatusCode sc = GaudiTool::initialize(); - - m_distCalcTool.retrieve().ignore(); - m_overlapTool.retrieve().ignore(); - m_relatedPVTool.retrieve().ignore(); - m_vertexFitTool.retrieve().ignore(); - - return sc; - } - - std::optional<std::pair<double, double>> TaggingHelperTool::calcIP( const LHCb::Particle& part, const LHCb::VertexBase& vtx) const { - double ip = -100.0; - double iperr = 0.0; - int zsign = 0; - double ipC = 0, ipChi2 = 0; - StatusCode sc1 = m_distCalcTool->distance( &part, &vtx, ipC, ipChi2 ); - Gaudi::XYZVector ipV; - StatusCode sc2 = m_distCalcTool->distance( &part, &vtx, ipV ); - if ( sc1 && ipChi2 != 0 ) { - if ( sc2 ) zsign = ipV.z() > 0 ? 1 : -1; - ip = ipC * zsign; // IP with sign - iperr = ipC / std::sqrt( ipChi2 ); - return std::make_pair(ip, iperr); - } - return std::nullopt; - } - - bool TaggingHelperTool::hasOverlap(const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const{ - return m_overlapTool->foundOverlap(&tagCand, &bCand); - } - -const LHCb::VertexBase* TaggingHelperTool::bestPV(const LHCb::Particle& bCand, const LHCb::RecVertices& allPVs) const{ - return m_relatedPVTool->relatedPV(&bCand, allPVs); -} - -std::optional<LHCb::Vertex> TaggingHelperTool::fitVertex( const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const{ - LHCb::Vertex vtx; - StatusCode sc = m_vertexFitTool->fit( vtx, tagCand, bCand ); - if(sc.isFailure()) - return std::nullopt; - else - return vtx; -} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelperTool.h b/Phys/FlavourTagging/src/Utils/TaggingHelperTool.h deleted file mode 100644 index ee3b1dd8a..000000000 --- a/Phys/FlavourTagging/src/Utils/TaggingHelperTool.h +++ /dev/null @@ -1,49 +0,0 @@ -/*****************************************************************************\ -* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * -* * -* This software is distributed under the terms of the GNU General Public * -* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * -* * -* In applying this licence, CERN does not waive the privileges and immunities * -* granted to it by virtue of its status as an Intergovernmental Organization * -* or submit itself to any jurisdiction. * -\*****************************************************************************/ -#ifndef PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H -#define PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H 1 - -// from Gaudi -#include "GaudiAlg/GaudiTool.h" - -#include "Kernel/IDistanceCalculator.h" -#include "Kernel/ICheckOverlap.h" -#include "Kernel/IRelatedPVFinder.h" -#include "Kernel/IVertexFit.h" - -// from FlavourTagging -#include "FlavourTagging/ITaggingHelper.h" - -class TaggingHelperTool : public GaudiTool, virtual public ITaggingHelper { - -public: - /// Standard constructor - TaggingHelperTool( const std::string& type, const std::string& name, const IInterface* parent ) : - GaudiTool( type, name, parent ){}; - - virtual ~TaggingHelperTool() = default; - StatusCode initialize() override; - - std::optional<std::pair<double, double>> calcIP( const LHCb::Particle& part, const LHCb::VertexBase& vtx) const override; - - bool hasOverlap(const LHCb::Particle& taggingCand, const LHCb::Particle& bCand) const override; - const LHCb::VertexBase* bestPV(const LHCb::Particle& bCand, const LHCb::RecVertices& allPVs) const override; - std::optional<LHCb::Vertex> fitVertex( const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const override; - -private: - - ToolHandle<IDistanceCalculator> m_distCalcTool{this, "DistanceCalculator", "LoKi::DistanceCalculator"}; - ToolHandle<ICheckOverlap> m_overlapTool{this, "OverlapTool", "CheckOverlap"}; - ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OnlineDistanceCalculatorName_"}; - ToolHandle<IVertexFit> m_vertexFitTool{this, "VertexFitter", "LoKi::VertexFitter"}; -}; - -#endif // PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H \ No newline at end of file -- GitLab From 60dd7d184ca400eb4cf8efdbf37df99865b5d01d Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Mon, 29 Mar 2021 13:00:55 +0200 Subject: [PATCH 09/54] something --- Phys/DaVinciMCKernel/src/Lib/Particle2MCAssociatorBase.cpp | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/Phys/DaVinciMCKernel/src/Lib/Particle2MCAssociatorBase.cpp b/Phys/DaVinciMCKernel/src/Lib/Particle2MCAssociatorBase.cpp index f2eaa1466..3e0cb9888 100644 --- a/Phys/DaVinciMCKernel/src/Lib/Particle2MCAssociatorBase.cpp +++ b/Phys/DaVinciMCKernel/src/Lib/Particle2MCAssociatorBase.cpp @@ -24,7 +24,8 @@ //============================================================================= Particle2MCAssociatorBase::Particle2MCAssociatorBase( const std::string& type, const std::string& name, const IInterface* parent ) - : base_class( type, name, parent ), m_defMCLoc( LHCb::MCParticleLocation::Default ) { + : base_class( type, name, parent ), m_defMCLoc( LHCb::MCParticleLocation::Default ) { + declareProperty( "MCParticleDefaultLocation", m_defMCLoc ); } -- GitLab From a007e12c544bbe67f8ba6dbbb77c96bc46652243 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Wed, 19 May 2021 11:11:04 +0200 Subject: [PATCH 10/54] update for rebase --- Phys/FlavourTagging/src/BTaggingTool.cpp | 2 ++ Phys/FlavourTagging/src/Utils/TaggingHelpers.h | 2 +- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/Phys/FlavourTagging/src/BTaggingTool.cpp b/Phys/FlavourTagging/src/BTaggingTool.cpp index f330128ff..5441ab680 100644 --- a/Phys/FlavourTagging/src/BTaggingTool.cpp +++ b/Phys/FlavourTagging/src/BTaggingTool.cpp @@ -429,9 +429,11 @@ const Particle::ConstVector BTaggingTool::chooseCandidates( const Particle* sigP using TaggingHelpers::toString; SameTrackStatus isSame = TaggingHelpers::DifferentParticles; clones.clear(); + //always() << "Check new pion for clones " << endmsg; BOOST_FOREACH ( const LHCb::Particle* q, tagParts ) { isSame = isSameTrack( *p, *q ); if ( !isSame ) continue; + always() << "clone category " << isSame << endmsg; // only skip all the rest if actually same track if ( isSame >= TaggingHelpers::SameTrack ) break; // otherwise, we may need some form of clone killing, because tracks diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelpers.h b/Phys/FlavourTagging/src/Utils/TaggingHelpers.h index c64c2c202..4d9b58ce2 100644 --- a/Phys/FlavourTagging/src/Utils/TaggingHelpers.h +++ b/Phys/FlavourTagging/src/Utils/TaggingHelpers.h @@ -150,7 +150,7 @@ namespace TaggingHelpers { */ SameTrackStatus isSameTrack( const LHCb::Particle& p1, const LHCb::Particle& p2, const double dEta = 0.1, const double dPhi = 0.1, const double sigmaP = 3., const double dppErr = -1., - const double minSharedHitFraction = 0.7, + const double eHitFraction = 0.7, const double cosConvertedGammaAngle = 0.999999 ); template <typename A, typename B> -- GitLab From 9f42861ff5841a71cff2f1b6c2827a27490bca2c Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Tue, 1 Jun 2021 13:00:49 +0200 Subject: [PATCH 11/54] work on SSKaon tagger and input weights for SSProton Tagger --- ..._BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C | 8070 +++++++++++ ...G_BsBsb_6vars_BDTGselTCut_0.72.weights.xml | 11493 ++++++++++++++++ 2 files changed, 19563 insertions(+) create mode 100644 Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C create mode 100644 Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.weights.xml diff --git a/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C b/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C new file mode 100644 index 000000000..4ca20fa56 --- /dev/null +++ b/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C @@ -0,0 +1,8070 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +// Class: ReadBDTG_BsBsb_6vars_BDTGselTCut_072 +// Automatically generated by MethodBase::MakeClass +// + +/* configuration options ===================================================== + +#GEN -*-*-*-*-*-*-*-*-*-*-*- general info -*-*-*-*-*-*-*-*-*-*-*- + +Method : BDT::BDTG_BsBsb_6vars_BDTGselTCut_072 +TMVA Release : 4.2.1 [262657] +ROOT Release : 6.06/02 [394754] +Creator : sakar +Date : Thu Jun 1 14:48:33 2017 +Host : Linux lcgapp-slc6-physical1.cern.ch 2.6.32-573.8.1.el6.x86_64 #1 SMP Wed Nov 11 15:27:45 CET 2015 +x86_64 x86_64 x86_64 GNU/Linux Dir : /afs/cern.ch/user/s/sakar/Analysis/FlavourTagging/FT-SSKdev Training +events: 100000 Analysis type : [Classification] + + +#OPT -*-*-*-*-*-*-*-*-*-*-*-*- options -*-*-*-*-*-*-*-*-*-*-*-*- + +# Set by User: +V: "False" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)] +H: "False" [Print method-specific help message] +NTrees: "1000" [Number of trees in the forest] +MaxDepth: "2" [Max depth of the decision tree allowed] +MinNodeSize: "2.5%" [Minimum percentage of training events required in a leaf node (default: Classification: 5%, +Regression: 0.2%)] nCuts: "20" [Number of grid points in variable range used in finding optimal cut in node splitting] +BoostType: "Grad" [Boosting type for the trees in the forest (note: AdaCost is still experimental)] +UseBaggedBoost: "True" [Use only a random subsample of all events for growing the trees in each boost iteration.] +Shrinkage: "1.000000e-01" [Learning rate for GradBoost algorithm] +BaggedSampleFraction: "5.000000e-01" [Relative size of bagged event sample to original size of the data sample (used +whenever bagging is used (i.e. UseBaggedBoost, Bagging,)] # Default: VerbosityLevel: "Default" [Verbosity level] +VarTransform: "None" [List of variable transformations performed before training, e.g., +"D_Background,P_Signal,G,N_AllClasses" for: "Decorrelation, PCA-transformation, Gaussianisation, Normalisation, each for +the given class of events ('AllClasses' denotes all events of all classes, if no class indication is given, 'All' is +assumed)"] CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)] +IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for +testing and performance evaluation)] AdaBoostR2Loss: "quadratic" [Type of Loss function in AdaBoostR2] AdaBoostBeta: +"5.000000e-01" [Learning rate for AdaBoost algorithm] UseRandomisedTrees: "False" [Determine at each node splitting the +cut variable only as the best out of a random subset of variables (like in RandomForests)] UseNvars: "3" [Size of the +subset of variables used with RandomisedTree option] UsePoissonNvars: "True" [Interpret "UseNvars" not as fixed number +but as mean of a Possion distribution in each split with RandomisedTree option] UseYesNoLeaf: "True" [Use Sig or Bkg +categories, or the purity=S/(S+B) as classification of the leaf node -> Real-AdaBoost] NegWeightTreatment: +"ignorenegweightsintraining" [How to treat events with negative weights in the BDT training (particular the boosting) : +IgnoreInTraining; Boost With inverse boostweight; Pair events with negative and positive weights in traning sample and +*annihilate* them (experimental!)] Css: "1.000000e+00" [AdaCost: cost of true signal selected signal] Cts_sb: +"1.000000e+00" [AdaCost: cost of true signal selected bkg] Ctb_ss: "1.000000e+00" [AdaCost: cost of true bkg selected +signal] Cbb: "1.000000e+00" [AdaCost: cost of true bkg selected bkg ] NodePurityLimit: "5.000000e-01" [In +boosting/pruning, nodes with purity > NodePurityLimit are signal; background otherwise.] SeparationType: "giniindex" +[Separation criterion for node splitting] DoBoostMonitor: "False" [Create control plot with ROC integral vs tree number] +UseFisherCuts: "False" [Use multivariate splits using the Fisher criterion] +MinLinCorrForFisher: "8.000000e-01" [The minimum linear correlation between two variables demanded for use in Fisher +criterion in node splitting] UseExclusiveVars: "False" [Variables already used in fisher criterion are not anymore +analysed individually for node splitting] DoPreselection: "False" [and and apply automatic pre-selection for 100% +efficient signal (bkg) cuts prior to training] SigToBkgFraction: "1.000000e+00" [Sig to Bkg ratio used in Training +(similar to NodePurityLimit, which cannot be used in real adaboost] PruneMethod: "nopruning" [Note: for BDTs use small +trees (e.g.MaxDepth=3) and NoPruning: Pruning: Method used for pruning (removal) of statistically insignificant +branches ] PruneStrength: "0.000000e+00" [Pruning strength] PruningValFraction: "5.000000e-01" [Fraction of events to +use for optimizing automatic pruning.] nEventsMin: "0" [deprecated: Use MinNodeSize (in % of training events) instead] +UseBaggedGrad: "False" [deprecated: Use *UseBaggedBoost* instead: Use only a random subsample of all events for growing +the trees in each iteration.] GradBaggingFraction: "5.000000e-01" [deprecated: Use *BaggedSampleFraction* instead: +Defines the fraction of events to be used in each iteration, e.g. when UseBaggedGrad=kTRUE. ] UseNTrainEvents: "0" +[deprecated: Use *BaggedSampleFraction* instead: Number of randomly picked training events used in randomised (and +bagged) trees] NNodesMax: "0" [deprecated: Use MaxDepth instead to limit the tree size] +## + + +#VAR -*-*-*-*-*-*-*-*-*-*-*-* variables *-*-*-*-*-*-*-*-*-*-*-*- + +NVar 6 +log(B_PT) ptB ptB log momentum of the B GeV 'D' +[5.81567382812,11.3906908035] nTracks_presel_BDTGcut ntracks ntracks number of tagging +tracks 'I' [1,11] nPV npv npv number of primary +vertexes 'I' [1,7] (Tr_Charge*Tr_BDTG_selBestTracks_14vars) QxBDT_1 QxBDT_1 +Charge times BDT best track 'F' +[-0.990905165672,0.991657495499] (Tr_Charge_2nd*Tr_BDTG_selBestTracks_14vars_2nd) QxBDT_2nd QxBDT_2nd Charge times BDT +2nd best track 'F' +[-0.986771941185,0.986282944679] (Tr_Charge_3rd*Tr_BDTG_selBestTracks_14vars_3rd) QxBDT_3rd QxBDT_3rd Charge times BDT +3rd best track 'F' +[-0.969503164291,0.978638589382] NSpec 0 + + +============================================================================ */ + +#include <cmath> +#include <iostream> +#include <string> +#include <vector> + +#define NNBsBsb new BDTG_BsBsb_6vars_BDTGselTCut_072Node + +#ifndef BDTG_BsBsb_6vars_BDTGselTCut_072Node__def +# define BDTG_BsBsb_6vars_BDTGselTCut_072Node__def + +class BDTG_BsBsb_6vars_BDTGselTCut_072Node { + +public: + // constructor of an essentially "empty" node floating in space + BDTG_BsBsb_6vars_BDTGselTCut_072Node( BDTG_BsBsb_6vars_BDTGselTCut_072Node* left, + BDTG_BsBsb_6vars_BDTGselTCut_072Node* right, int selector, double cutValue, + bool cutType, int nodeType, double purity, double response ) + : fLeft( left ) + , fRight( right ) + , fSelector( selector ) + , fCutValue( cutValue ) + , fCutType( cutType ) + , fNodeType( nodeType ) + , fPurity( purity ) + , fResponse( response ) {} + + virtual ~BDTG_BsBsb_6vars_BDTGselTCut_072Node(); + + // test event if it decends the tree at this node to the right + virtual bool GoesRight( const std::vector<double>& inputValues ) const; + BDTG_BsBsb_6vars_BDTGselTCut_072Node* GetRight( void ) { return fRight; }; + + // test event if it decends the tree at this node to the left + virtual bool GoesLeft( const std::vector<double>& inputValues ) const; + BDTG_BsBsb_6vars_BDTGselTCut_072Node* GetLeft( void ) { return fLeft; }; + + // return S/(S+B) (purity) at this node (from training) + + double GetPurity( void ) const { return fPurity; } + // return the node type + int GetNodeType( void ) const { return fNodeType; } + double GetResponse( void ) const { return fResponse; } + +private: + BDTG_BsBsb_6vars_BDTGselTCut_072Node* fLeft; // pointer to the left daughter node + BDTG_BsBsb_6vars_BDTGselTCut_072Node* fRight; // pointer to the right daughter node + int fSelector; // index of variable used in node selection (decision tree) + double fCutValue; // cut value appplied on this node to discriminate bkg against sig + bool fCutType; // true: if event variable > cutValue ==> signal , false otherwise + int fNodeType; // Type of node: -1 == Bkg-leaf, 1 == Signal-leaf, 0 = internal + double fPurity; // Purity of node from training + double fResponse; // Regression response value of node +}; + +//_______________________________________________________________________ +BDTG_BsBsb_6vars_BDTGselTCut_072Node::~BDTG_BsBsb_6vars_BDTGselTCut_072Node() { + if ( fLeft != NULL ) delete fLeft; + if ( fRight != NULL ) delete fRight; +} + +//_______________________________________________________________________ +bool BDTG_BsBsb_6vars_BDTGselTCut_072Node::GoesRight( const std::vector<double>& inputValues ) const { + // test event if it decends the tree at this node to the right + bool result; + result = ( inputValues[fSelector] > fCutValue ); + if ( fCutType == true ) + return result; // the cuts are selecting Signal ; + else + return !result; +} + +//_______________________________________________________________________ +bool BDTG_BsBsb_6vars_BDTGselTCut_072Node::GoesLeft( const std::vector<double>& inputValues ) const { + // test event if it decends the tree at this node to the left + if ( !this->GoesRight( inputValues ) ) + return true; + else + return false; +} + +#endif + +#ifndef IClassifierReader__def +# define IClassifierReader__def + +class IClassifierReader { + +public: + // constructor + IClassifierReader() : fStatusIsClean( true ) {} + virtual ~IClassifierReader() {} + + // return classifier response + virtual double GetMvaValue( const std::vector<double>& inputValues ) const = 0; + + // returns classifier status + bool IsStatusClean() const { return fStatusIsClean; } + +protected: + bool fStatusIsClean; +}; + +#endif + +class ReadBDTG_BsBsb_6vars_BDTGselTCut_072 : public IClassifierReader { + +public: + // constructor + ReadBDTG_BsBsb_6vars_BDTGselTCut_072( std::vector<std::string>& theInputVars ) + : IClassifierReader(), fClassName( "ReadBDTG_BsBsb_6vars_BDTGselTCut_072" ), fNvars( 6 ), fIsNormalised( false ) { + // the training input variables + const char* inputVars[] = {"log(B_PT)", + "nTracks_presel_BDTGcut", + "nPV", + "(Tr_Charge*Tr_BDTG_selBestTracks_14vars)", + "(Tr_Charge_2nd*Tr_BDTG_selBestTracks_14vars_2nd)", + "(Tr_Charge_3rd*Tr_BDTG_selBestTracks_14vars_3rd)"}; + + // sanity checks + if ( theInputVars.size() <= 0 ) { + std::cout << "Problem in class \"" << fClassName << "\": empty input vector" << std::endl; + fStatusIsClean = false; + } + + if ( theInputVars.size() != fNvars ) { + std::cout << "Problem in class \"" << fClassName + << "\": mismatch in number of input values: " << theInputVars.size() << " != " << fNvars << std::endl; + fStatusIsClean = false; + } + + // validate input variables + for ( size_t ivar = 0; ivar < theInputVars.size(); ivar++ ) { + if ( theInputVars[ivar] != inputVars[ivar] ) { + std::cout << "Problem in class \"" << fClassName << "\": mismatch in input variable names" << std::endl + << " for variable [" << ivar << "]: " << theInputVars[ivar].c_str() << " != " << inputVars[ivar] + << std::endl; + fStatusIsClean = false; + } + } + + // initialize min and max vectors (for normalisation) + fVmin[0] = 0; + fVmax[0] = 0; + fVmin[1] = 0; + fVmax[1] = 0; + fVmin[2] = 0; + fVmax[2] = 0; + fVmin[3] = 0; + fVmax[3] = 0; + fVmin[4] = 0; + fVmax[4] = 0; + fVmin[5] = 0; + fVmax[5] = 0; + + // initialize input variable types + fType[0] = 'D'; + fType[1] = 'I'; + fType[2] = 'I'; + fType[3] = 'F'; + fType[4] = 'F'; + fType[5] = 'F'; + + // initialize constants + Initialize(); + } + + // destructor + virtual ~ReadBDTG_BsBsb_6vars_BDTGselTCut_072() { + Clear(); // method-specific + } + + // the classifier response + // "inputValues" is a vector of input values in the same order as the + // variables given to the constructor + double GetMvaValue( const std::vector<double>& inputValues ) const override; + +private: + // method-specific destructor + void Clear(); + + // common member variables + const char* fClassName; + + const size_t fNvars; + size_t GetNvar() const { return fNvars; } + char GetType( int ivar ) const { return fType[ivar]; } + + // normalisation of input variables + const bool fIsNormalised; + bool IsNormalised() const { return fIsNormalised; } + double fVmin[6]; + double fVmax[6]; + double NormVariable( double x, double xmin, double xmax ) const { + // normalise to output range: [-1, 1] + return 2 * ( x - xmin ) / ( xmax - xmin ) - 1.0; + } + + // type of input variable: 'F' or 'I' + char fType[6]; + + // initialize internal variables + void Initialize(); + double GetMvaValue__( const std::vector<double>& inputValues ) const; + + // private members (method specific) + std::vector<BDTG_BsBsb_6vars_BDTGselTCut_072Node*> fForest; // i.e. root nodes of decision trees + std::vector<double> fBoostWeights; // the weights applied in the individual boosts +}; + +double ReadBDTG_BsBsb_6vars_BDTGselTCut_072::GetMvaValue__( const std::vector<double>& inputValues ) const { + double myMVA = 0; + for ( unsigned int itree = 0; itree < fForest.size(); itree++ ) { + BDTG_BsBsb_6vars_BDTGselTCut_072Node* current = fForest[itree]; + while ( current->GetNodeType() == 0 ) { // intermediate node + if ( current->GoesRight( inputValues ) ) + current = (BDTG_BsBsb_6vars_BDTGselTCut_072Node*)current->GetRight(); + else + current = (BDTG_BsBsb_6vars_BDTGselTCut_072Node*)current->GetLeft(); + } + myMVA += current->GetResponse(); + } + return 2.0 / ( 1.0 + exp( -2.0 * myMVA ) ) - 1.0; +} + +void ReadBDTG_BsBsb_6vars_BDTGselTCut_072::Initialize() { + // itree = 0 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.34554, -0.0256629 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473019, -0.0039059 ), 3, -0.905044, 1, 0, 0.442571, -0.0574286 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562696, 0.00974114 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.735259, 0.0396358 ), 3, 0.946412, 1, 0, 0.589305, 0.0893049 ), + 3, 0.802609, 1, 0, 0.497806, -0.00219351 ) ); + // itree = 1 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.289158, -0.0343202 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449061, -0.00697817 ), 3, -0.939307, 1, 0, 0.425769, -0.068961 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554021, 0.00779548 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.75133, 0.0424372 ), + 3, 0.951485, 1, 0, 0.571604, 0.0668412 ), + 3, -0.70791, 1, 0, 0.499734, -8.44226e-05 ) ); + // itree = 2 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.273082, -0.0330442 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44902, -0.006586 ), 3, -0.939129, 1, 0, 0.423563, -0.0656942 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555061, 0.00724312 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.774458, 0.0404523 ), 3, 0.95259, 1, 0, 0.573439, 0.0633304 ), + 3, -0.707539, 1, 0, 0.499648, -0.000194554 ) ); + // itree = 3 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.276226, -0.0309865 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.427195, -0.00948431 ), 3, -0.945753, 1, 0, 0.403465, -0.0782109 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522948, 0.00263126 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.651341, 0.0208862 ), 3, 0.905581, 1, 0, 0.553939, 0.0434667 ), + 3, -0.80196, 1, 0, 0.498406, -0.00143887 ) ); + // itree = 4 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.343288, -0.0190822 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477792, -0.00231851 ), 3, -0.90506, 1, 0, 0.445708, -0.0397661 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565255, 0.00758774 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.70713, 0.0274392 ), + 3, 0.937042, 1, 0, 0.594538, 0.0709528 ), + 3, 0.802254, 1, 0, 0.502, 0.00211097 ) ); + // itree = 5 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.247784, -0.0337512 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442311, -0.00574588 ), 3, -0.952205, 1, 0, 0.425052, -0.051005 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540704, 0.00401524 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.669047, 0.0204793 ), 3, 0.914047, 1, 0, 0.574567, 0.0512552 ), + 3, -0.707682, 1, 0, 0.500878, 0.000856008 ) ); + // itree = 6 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.35375, -0.0158006 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457503, -0.00375224 ), 3, -0.892053, 1, 0, 0.406545, -0.0596047 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523956, 0.00231573 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.647619, 0.0154392 ), 3, 0.905291, 1, 0, 0.554197, 0.0344754 ), + 3, -0.802184, 1, 0, 0.499879, -0.00013518 ) ); + // itree = 7 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.353982, -0.0139067 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499948, 1.84232e-05 ), 3, -0.899826, 1, 0, 0.471422, -0.0164133 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.606745, 0.010793 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.743593, 0.0271079 ), + 3, 0.946734, 1, 0, 0.651361, 0.0925181 ), + 3, 0.897308, 1, 0, 0.502311, 0.00228626 ) ); + // itree = 8 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.329833, -0.0193751 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450737, -0.00407235 ), 4, -0.795102, 1, 0, 0.438238, -0.0369139 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545597, 0.00365018 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.655468, 0.0135793 ), 3, 0.910454, 1, 0, 0.587231, 0.0453197 ), + 3, 0.802564, 1, 0, 0.494468, -0.00587883 ) ); + // itree = 9 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.385093, -0.0108842 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450523, 0.00057096 ), 4, 0.799051, 1, 0, 0.400417, -0.0547125 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52441, 0.00222182 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.65936, 0.0136081 ), 3, 0.906241, 1, 0, 0.557114, 0.0310918 ), + 3, -0.80209, 1, 0, 0.498491, -0.00100954 ) ); + // itree = 10 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.238947, -0.027585 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391645, -0.00727693 ), 3, -0.954963, 1, 0, 0.354771, -0.0702016 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505206, 0.000911529 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.650234, 0.0120165 ), 3, 0.901453, 1, 0, 0.533158, 0.0183101 ), + 3, -0.896512, 1, 0, 0.502567, 0.0031314 ) ); + // itree = 11 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.34395, -0.0119551 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470814, -0.00230152 ), 3, -0.905489, 1, 0, 0.440647, -0.0288212 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571378, 0.00449363 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.774007, 0.0289049 ), 3, 0.955693, 1, 0, 0.591287, 0.0397097 ), + 3, 0.802842, 1, 0, 0.496783, -0.00328306 ) ); + // itree = 12 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.318408, -0.0163779 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411417, -0.0012251 ), 4, 0.796974, 1, 0, 0.347855, -0.0672487 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478012, -0.00146677 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.592102, 0.00585923 ), 3, 0.811857, 1, 0, 0.526982, 0.00972541 ), + 3, -0.89629, 1, 0, 0.496414, -0.00341027 ) ); + // itree = 13 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.287999, -0.0160124 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444064, -0.00337994 ), 3, -0.93913, 1, 0, 0.42113, -0.0326705 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552928, 0.00190532 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.654034, 0.0143489 ), 4, 0.796118, 1, 0, 0.566463, 0.0221906 ), + 3, -0.707781, 1, 0, 0.494452, -0.00499256 ) ); + // itree = 14 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487619, 0.0014096 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428081, -0.00554785 ), 0, 8.57312, 1, 0, 0.4394, -0.0236224 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56516, 0.00319487 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.742232, 0.0193827 ), 3, 0.945151, 1, 0, 0.592686, 0.0333532 ), + 3, 0.801399, 1, 0, 0.49716, -0.00215331 ) ); + // itree = 15 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.245652, -0.0204323 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418511, -0.00401162 ), 3, -0.962863, 1, 0, 0.406222, -0.03147 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544747, 0.00232026 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.654434, 0.0128812 ), 4, 0.79578, 1, 0, 0.556411, 0.0218954 ), + 3, -0.801105, 1, 0, 0.500711, 0.00210397 ) ); + // itree = 16 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.257637, -0.018271 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437444, -0.00302173 ), 3, -0.952206, 1, 0, 0.421324, -0.0266885 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542642, 0.00169353 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.700432, 0.0143689 ), 3, 0.926984, 1, 0, 0.574253, 0.0246553 ), + 3, -0.707682, 1, 0, 0.498173, -0.000887423 ) ); + // itree = 17 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42469, -0.00688434 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479734, 3.91474e-05 ), 4, -0.70241, 1, 0, 0.466506, -0.0107707 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.596361, -0.00137688 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.670311, 0.0119052 ), 4, -0.796539, 1, 0, 0.64636, 0.0425454 ), + 3, 0.896605, 1, 0, 0.497845, -0.00148053 ) ); + // itree = 18 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.341709, -0.0111512 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452381, -0.00170682 ), 4, -0.796458, 1, 0, 0.441184, -0.0171432 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562445, -0.000945063 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.615546, 0.00793218 ), 4, -0.705855, 1, 0, 0.596306, 0.0292066 ), + 3, 0.802058, 1, 0, 0.500032, 0.000440252 ) ); + // itree = 19 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428886, -0.0158613 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474816, -0.00359822 ), 4, -0.883345, 1, 0, 0.467303, -0.0339395 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456774, -0.000855681 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.609976, 0.00644142 ), 3, 0.801503, 1, 0, 0.507684, 0.00930686 ), + 4, -0.70241, 1, 0, 0.496667, -0.00249242 ) ); + // itree = 20 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447651, -0.00144224 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.387665, -0.0153474 ), 0, 9.56255, 1, 0, 0.439596, -0.0164498 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546786, -0.0041856 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.609628, 0.00635645 ), 4, -0.796566, 1, 0, 0.594654, 0.0232563 ), + 3, 0.802564, 1, 0, 0.498357, -0.00140276 ) ); + // itree = 21 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.317506, -0.012187 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.398475, -0.000374224 ), 4, 0.799029, 1, 0, 0.343224, -0.0472786 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498483, 0.000101687 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.660975, 0.00852145 ), 3, 0.899716, 1, 0, 0.53158, 0.0103085 ), + 3, -0.896392, 1, 0, 0.499457, 0.000487568 ) ); + // itree = 22 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.280152, -0.0131639 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42806, -0.0027003 ), 3, -0.936514, 1, 0, 0.396695, -0.0291353 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.541355, -0.0015986 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561003, 0.00353476 ), 4, -0.705316, 1, 0, 0.555848, 0.0145523 ), + 3, -0.801722, 1, 0, 0.497151, -0.00156003 ) ); + // itree = 23 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454476, -0.00787425 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480636, -0.00228219 ), 4, -0.834333, 1, 0, 0.470854, -0.0265294 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480665, 0.000193344 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.669801, 0.00814811 ), 3, 0.896957, 1, 0, 0.507058, 0.00740395 ), + 4, -0.704907, 1, 0, 0.497292, -0.00174976 ) ); + // itree = 24 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.237176, -0.0170147 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.376573, -0.00324465 ), 3, -0.959249, 1, 0, 0.350862, -0.0322573 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511464, -0.00209154 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536499, 0.00237992 ), 4, -0.702465, 1, 0, 0.529949, 0.00793522 ), + 3, -0.896366, 1, 0, 0.499268, 0.00104944 ) ); + // itree = 25 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.31703, -0.00960682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.394476, 0.000242175 ), 4, 0.0487118, 1, 0, 0.348904, -0.0316539 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51963, -0.00345166 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532022, 0.00182543 ), 4, -0.797663, 1, 0, 0.530353, 0.00760888 ), + 3, -0.89604, 1, 0, 0.499451, 0.000922128 ) ); + // itree = 26 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443711, -0.00198506 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451874, 0.00474858 ), 4, 0.795888, 1, 0, 0.444864, -0.00722125 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563275, -0.00346273 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.603762, 0.00457249 ), 5, -0.694623, 1, 0, 0.59704, 0.0202148 ), + 3, 0.802229, 1, 0, 0.502167, 0.00310991 ) ); + // itree = 27 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.311917, -0.00946534 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391023, -0.000361497 ), 4, 0.0501215, 1, 0, 0.34531, -0.031995 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517629, -0.000139145 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566061, 0.00408666 ), 4, 0.0432576, 1, 0, 0.529982, 0.00597991 ), + 3, -0.896497, 1, 0, 0.498428, -0.000508684 ) ); + // itree = 28 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456655, -0.00559276 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486835, 0.000342776 ), 5, 0.780827, 1, 0, 0.463309, -0.0256943 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482108, 0.000420693 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.669374, 0.00779742 ), 3, 0.895143, 1, 0, 0.508596, 0.00831415 ), + 4, -0.799093, 1, 0, 0.501828, 0.00323178 ) ); + // itree = 29 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.370637, -0.00560138 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547551, -0.00123561 ), 3, -0.70737, 1, 0, 0.470522, -0.0195921 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440634, -0.000747121 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581514, 0.00287756 ), 3, -0.708044, 1, 0, 0.509114, 0.00644003 ), + 4, -0.704907, 1, 0, 0.4986, -0.000652424 ) ); + // itree = 30 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.314233, -0.00871763 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418152, 0.00363396 ), 4, 0.796718, 1, 0, 0.347977, -0.0266331 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478235, -0.000513218 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.602167, 0.00340698 ), 3, 0.811856, 1, 0, 0.532207, 0.00717739 ), + 3, -0.89629, 1, 0, 0.501018, 0.00145343 ) ); + // itree = 31 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.315937, -0.00713251 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515945, -0.000421323 ), 3, -0.896187, 1, 0, 0.488428, -0.00781996 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480162, 0.00161177 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.69151, 0.00876152 ), 3, 0.894686, 1, 0, 0.522648, 0.0178336 ), + 4, 0.0451339, 1, 0, 0.498047, -0.000608681 ) ); + // itree = 32 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.320514, -0.00583981 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514502, -0.000627702 ), 3, -0.89604, 1, 0, 0.487681, -0.0080678 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496476, -0.000823782 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537411, 0.00465933 ), 4, 0.758068, 1, 0, 0.528164, 0.0207654 ), + 4, 0.046733, 1, 0, 0.499105, 6.84523e-05 ) ); + // itree = 33 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483613, 0.000871743 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437965, -0.00568178 ), 0, 9.37086, 1, 0, 0.472634, -0.000774382 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.623712, 0.00230468 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.780128, 0.0205464 ), 3, 0.959214, 1, 0, 0.651279, 0.0275247 ), + 3, 0.896313, 1, 0, 0.503634, 0.00413629 ) ); + // itree = 34 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447645, -0.0101469 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500343, 0.000600995 ), 4, -0.898915, 1, 0, 0.498369, 0.00170105 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536731, 0.00304738 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582418, 0.0153565 ), 4, 0.905875, 1, 0, 0.544201, 0.0285827 ), + 4, 0.798657, 1, 0, 0.505429, 0.00584182 ) ); + // itree = 35 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.37006, -0.00843411 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.589846, -0.000550368 ), 3, 0.89542, 1, 0, 0.452356, -0.0332955 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482159, 0.000330565 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.667935, 0.00508841 ), 3, 0.895731, 1, 0, 0.509252, 0.00591163 ), + 4, -0.796227, 1, 0, 0.500705, 2.22062e-05 ) ); + // itree = 36 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389941, -0.00381097 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445954, 0.00261379 ), 4, 0.798769, 1, 0, 0.402832, -0.0145226 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562947, -0.00325777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558435, 0.00225301 ), 5, -0.693262, 1, 0, 0.558926, 0.0109272 ), + 3, -0.801192, 1, 0, 0.50199, 0.00164431 ) ); + // itree = 37 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.340717, -0.00503756 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527897, 0.000443617 ), 3, -0.89661, 1, 0, 0.49903, -0.00186568 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516777, 0.00316912 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535865, 0.0076454 ), 5, 0.806232, 1, 0, 0.523264, 0.028625 ), + 5, 0.0515391, 1, 0, 0.502103, 0.00200062 ) ); + // itree = 38 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444031, -0.00828184 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468667, -0.00245031 ), 4, -0.883343, 1, 0, 0.464648, -0.0204872 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.363321, -0.00348123 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540588, 0.00176437 ), 3, -0.895347, 1, 0, 0.511649, 0.0063648 ), + 4, -0.702779, 1, 0, 0.498754, -0.00100251 ) ); + // itree = 39 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449841, -0.00626858 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488755, -0.00284203 ), 0, 8.87395, 1, 0, 0.475714, -0.0278896 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472445, -0.000409005 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.656186, 0.00456659 ), 3, 0.896967, 1, 0, 0.500901, 0.00172263 ), + 5, -0.690538, 1, 0, 0.497787, -0.001938 ) ); + // itree = 40 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421964, -0.001833 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567081, 0.000837056 ), 3, -0.707723, 1, 0, 0.496584, -0.00296906 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561988, 0.00939877 ), 4, 0.88995, 1, 0, 0.499092, -0.000944173 ) ); + // itree = 41 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485026, -0.00175278 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505026, 0.00195286 ), 1, 4, 1, 0, 0.487582, -0.000490538 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477644, 0.000473921 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.695141, 0.00631839 ), 3, 0.897026, 1, 0, 0.520916, 0.00897045 ), + 4, 0.0465526, 1, 0, 0.496988, -0.00334308 ) ); + // itree = 42 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.312874, -0.00662249 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.416221, 0.00290772 ), 3, -0.922434, 1, 0, 0.351888, -0.0142655 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516124, -0.000711686 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53977, 0.0016376 ), 4, -0.703471, 1, 0, 0.533579, 0.00674153 ), + 3, -0.895476, 1, 0, 0.502549, 0.00315389 ) ); + // itree = 43 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440851, -0.00645242 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496327, -0.000981142 ), 4, -0.79739, 1, 0, 0.489123, -0.010452 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525047, 0.0058191 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540541, 0.00820806 ), 5, 0.837367, 1, 0, 0.532494, 0.041434 ), + 5, 0.793219, 1, 0, 0.491448, -0.00767044 ) ); + // itree = 44 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480052, -0.00210269 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41002, -0.00020419 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56487, 0.00221077 ), 3, -0.801893, 1, 0, 0.507778, 0.00814714 ), + 0, 8.27243, 1, 0, 0.505653, 0.00587047 ) ); + // itree = 45 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50252, 0.00174925 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461836, -0.000929667 ), 0, 8.65759, 1, 0, 0.471388, -0.000122701 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.627737, 0.00204792 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.774574, 0.0168708 ), 3, 0.95863, 1, 0, 0.654889, 0.0233888 ), + 3, 0.895731, 1, 0, 0.503926, 0.00404638 ) ); + // itree = 46 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437183, -0.00881817 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.349249, -0.0037187 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5344, 0.00129521 ), 3, -0.89538, 1, 0, 0.504025, 0.00355622 ), + 4, -0.889553, 1, 0, 0.501415, 0.00152154 ) ); + // itree = 47 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466534, -0.00304928 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502433, 0.000277959 ), 0, 8.20497, 1, 0, 0.50031, -0.000279926 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514642, 0.00306421 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537948, 0.00787175 ), 5, 0.792642, 1, 0, 0.524456, 0.0298288 ), + 5, 0.0492926, 1, 0, 0.503255, 0.00339305 ) ); + // itree = 48 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424782, -0.00120795 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570848, 0.000937404 ), 3, -0.707682, 1, 0, 0.499228, -0.000725603 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570116, 0.00866882 ), 4, 0.892467, 1, 0, 0.501774, 0.00101829 ) ); + // itree = 49 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490334, 0.00302514 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556073, -0.00145603 ), 3, 0.792757, 1, 0, 0.514909, 0.0130163 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.412004, -0.00226232 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.579966, 0.00145867 ), 3, -0.707035, 1, 0, 0.497044, -0.00213189 ), + 0, 8.67026, 1, 0, 0.501102, 0.0013089 ) ); + // itree = 50 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442831, -0.00112542 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45127, 0.0035823 ), 1, 4, 1, 0, 0.4439, 0.00196445 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582544, 0.00090606 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.754473, 0.0107652 ), 3, 0.955699, 1, 0, 0.599893, 0.010018 ), + 3, 0.802863, 1, 0, 0.501994, 0.00153679 ) ); + // itree = 51 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462976, -0.00321471 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505474, 0.0029163 ), 5, 0.781423, 1, 0, 0.468178, -0.015275 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53447, 0.00255348 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50475, -0.000253687 ), 0, 8.6246, 1, 0, 0.510884, 0.0037906 ), + 4, -0.704907, 1, 0, 0.499339, -0.00136351 ) ); + // itree = 52 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463329, -0.00933271 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495925, -0.000674283 ), 5, -0.828752, 1, 0, 0.494924, -0.00574377 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471805, 0.00391443 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.637925, -0.000283801 ), 3, 0.893574, 1, 0, 0.515417, 0.0182282 ), + 5, 0.0503538, 1, 0, 0.497503, -0.00272703 ) ); + // itree = 53 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42911, -0.0100011 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503136, 0.000358254 ), 4, -0.884074, 1, 0, 0.500901, 0.000552304 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542559, 0.00618453 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558285, 0.00816726 ), 1, 4, 1, 0, 0.550406, 0.0201519 ), + 5, 0.793231, 1, 0, 0.503444, 0.00277179 ) ); + // itree = 54 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456025, -0.00608335 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502928, 0.000358611 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537754, 0.00466667 ), 1, 5, 1, 0, 0.504478, 0.00298297 ), + 4, -0.89294, 1, 0, 0.502766, 0.00223733 ) ); + // itree = 55 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494621, -0.000804637 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556247, 0.00680992 ), 4, 0.892328, 1, 0, 0.497041, -0.0036327 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470715, 0.00122664 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.617572, 0.00939505 ), 3, 0.793145, 1, 0, 0.522112, 0.0215978 ), + 2, 3, 1, 0, 0.499787, -5.66813e-05 ) ); + // itree = 56 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.2416, -0.0131733 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419831, -0.000742745 ), 3, -0.953591, 1, 0, 0.400664, -0.0108509 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536454, -0.00123768 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573944, 0.00298379 ), 0, 9.11696, 1, 0, 0.552952, 0.000547963 ), + 3, -0.800917, 1, 0, 0.496405, -0.00368461 ) ); + // itree = 57 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439972, -0.00691406 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495698, -0.000670283 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511024, 0.00106014 ), 1, 3, 1, 0, 0.500929, -0.00118279 ), + 4, -0.890205, 1, 0, 0.498627, -0.00199218 ) ); + // itree = 58 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483461, -0.00153936 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514333, 0.00285893 ), 2, 3, 1, 0, 0.487119, -0.000174174 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496192, -0.00141376 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532287, 0.00234736 ), 4, 0.745106, 1, 0, 0.52681, 0.0106895 ), + 4, 0.0466187, 1, 0, 0.49826, -0.00193252 ) ); + // itree = 59 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487387, -0.00183955 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52877, 0.00380213 ), 1, 5, 1, 0, 0.489776, -0.000927058 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477639, -0.000291508 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.659982, 0.00754479 ), 3, 0.890704, 1, 0, 0.504419, 0.00449739 ), + 2, 2, 1, 0, 0.49603, -0.000120081 ) ); + // itree = 60 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.306004, -0.00466 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517121, -0.000228555 ), 3, -0.896392, 1, 0, 0.487554, -0.00496557 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389877, -0.000717219 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57903, 0.00357043 ), 3, -0.895349, 1, 0, 0.529249, 0.0154187 ), + 4, 0.0475076, 1, 0, 0.499212, 0.000733839 ) ); + // itree = 61 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447173, 0.000240229 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564629, -0.00168523 ), 3, 0.801056, 1, 0, 0.490062, -0.00278681 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516996, -0.000252009 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538571, 0.00518072 ), 0, 9.06981, 1, 0, 0.527714, 0.0105568 ), + 4, 0.0475076, 1, 0, 0.500473, 0.00090252 ) ); + // itree = 62 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.341042, -0.0024732 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532092, 0.000793575 ), 3, -0.896497, 1, 0, 0.502012, 0.00210943 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542576, 0.00628567 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522417, 0.00328441 ), 1, 4, 1, 0, 0.532631, 0.0105249 ), + 5, 0.793101, 1, 0, 0.503655, 0.00353961 ) ); + // itree = 63 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501679, 0.000463784 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493866, -0.00146051 ), 1, 3, 1, 0, 0.49919, -1.92856e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538888, 0.00527992 ), 1, 5, 1, 0, 0.501088, 0.00169061 ) ); + // itree = 64 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.266839, -0.00832985 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428603, -9.91655e-05 ), 3, -0.945741, 1, 0, 0.403872, -0.00663075 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574456, -0.00408982 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557607, 0.0010332 ), 5, -0.784823, 1, 0, 0.558466, 0.00498891 ), + 3, -0.801893, 1, 0, 0.501794, 0.000729277 ) ); + // itree = 65 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433102, -0.00714349 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499212, -0.000153966 ), 4, -0.890205, 1, 0, + 0.497027, -0.00226235 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544231, 0.0058547 ), 1, 5, 1, 0, 0.499261, 0.00129985 ) ); + // itree = 66 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451445, -0.00508772 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476241, 0.000192471 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.658295, 0.00253299 ), 3, 0.89725, 1, 0, 0.505036, 0.00320818 ), + 4, -0.891383, 1, 0, 0.503027, 0.00207807 ) ); + // itree = 67 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467933, -0.000849383 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457631, 0.00452812 ), 5, 0.791373, 1, 0, 0.467486, -0.00411114 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60194, -0.00437137 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.673361, 0.00581754 ), 5, -0.693262, 1, 0, 0.658411, 0.0201027 ), + 3, 0.897299, 1, 0, 0.499957, 6.94811e-06 ) ); + // itree = 68 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493491, 0.00316008 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548698, -0.00196914 ), 3, 0.788328, 1, 0, 0.514029, 0.012089 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460606, -0.00123498 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.651898, 0.00171685 ), 3, 0.89725, 1, 0, 0.495794, -0.00426974 ), + 0, 8.5724, 1, 0, 0.498993, -0.00139958 ) ); + // itree = 69 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439131, -0.00543709 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51614, -0.000736285 ), 4, -0.703513, 1, 0, 0.480666, -0.017288 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503525, 0.000556128 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488721, -0.002857 ), 5, 0.745629, 1, 0, 0.501912, 0.00130819 ), + 5, -0.69014, 1, 0, 0.499271, -0.00100324 ) ); + // itree = 70 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485838, -0.00162156 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51473, 0.00154013 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499075, -0.000101936 ), 0, 8.99301, 1, 0, + 0.505355, 0.00460604 ), + 0, 8.24309, 1, 0, 0.504069, 0.00320328 ) ); + // itree = 71 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470503, 0.00245848 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547733, -0.00110129 ), 3, -0.698346, 1, 0, 0.509089, 0.00614662 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483034, -0.00245137 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496499, -0.000424517 ), 0, 8.98881, 1, 0, 0.493157, -0.00577809 ), + 0, 8.73592, 1, 0, 0.49725, -0.00271474 ) ); + // itree = 72 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422606, -0.00866791 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492224, -0.000309892 ), 5, -0.769391, 1, 0, 0.489078, -0.00414607 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498013, -0.0014465 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532656, 0.00198743 ), 4, 0.745374, 1, 0, 0.52734, 0.00903507 ), + 4, 0.0486293, 1, 0, 0.499876, -0.000426422 ) ); + // itree = 73 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4362, -0.00562848 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516756, -0.00151726 ), 4, -0.701494, 1, 0, 0.479483, -0.0207322 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50014, 6.28632e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545085, 0.00550206 ), 1, 5, 1, 0, 0.501768, 0.00273004 ), + 5, -0.69014, 1, 0, 0.498976, -0.00117265 ) ); + // itree = 74 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465626, -0.00151395 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512941, 0.000871476 ), 4, -0.703859, 1, 0, 0.501882, 0.00202853 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429744, 0.0101874 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576313, 0.00287727 ), 3, -0.895225, 1, 0, 0.532417, 0.0303476 ), + 5, 0.0496907, 1, 0, 0.505773, 0.00563708 ) ); + // itree = 75 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463233, -0.00381185 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495116, -0.00053336 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512441, 0.00165461 ), 1, 3, 1, 0, 0.501253, 0.00182705 ), + 0, 8.26161, 1, 0, 0.498547, -0.00130412 ) ); + // itree = 76 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475089, -0.00218921 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526738, 0.00234912 ), 0, 8.15145, 1, 0, 0.513767, 0.011085 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458573, -0.00151868 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.657444, 0.0027251 ), 3, 0.89726, 1, 0, 0.49589, -0.00445013 ), + 0, 8.60819, 1, 0, 0.499423, -0.00137989 ) ); + // itree = 77 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462489, -0.00115107 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.633021, 0.00126718 ), 3, 0.89725, 1, 0, 0.489048, -0.00523078 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506716, -0.00358011 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551724, 0.00376888 ), 4, 0.814167, 1, 0, 0.543742, 0.0146767 ), + 4, 0.796318, 1, 0, 0.497719, -0.00207471 ) ); + // itree = 78 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444741, -0.00451122 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517276, 0.00144791 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502057, 0.000254424 ), 0, 8.70158, 1, 0, 0.505876, 0.00440455 ), + 4, -0.890205, 1, 0, 0.503511, 0.00329614 ) ); + // itree = 79 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391868, -0.0028785 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440905, 0.00601599 ), 5, 0.791753, 1, 0, 0.395559, -0.0138459 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556664, 0.00241017 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556135, -0.00046519 ), 1, 2, 1, 0, 0.556299, -0.00147704 ), + 3, -0.802119, 1, 0, 0.496697, -0.00332761 ) ); + // itree = 80 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.459863, 0.00113582 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571555, -0.00184175 ), 3, 0.799398, 1, 0, 0.501558, 0.000454635 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.357725, -0.00797429 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56775, 0.000738372 ), 3, -0.801922, 1, 0, 0.487581, -0.0101265 ), + 0, 9.27698, 1, 0, 0.497054, -0.00295532 ) ); + // itree = 81 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439893, -0.00439049 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50024, 2.95646e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54511, 0.00372053 ), 5, 0.793651, 1, 0, 0.502209, 0.00114854 ), + 4, -0.892817, 1, 0, 0.499953, 0.000267893 ) ); + // itree = 82 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525832, 0.00321504 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498934, 8.82322e-05 ), 0, 9.10188, 1, 0, 0.513523, 0.0144726 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431065, -0.00124445 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.596298, 0.000617102 ), 3, 0.802863, 1, 0, 0.496053, -0.00340338 ), + 1, 2, 1, 0, 0.501227, 0.00135944 ) ); + // itree = 83 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462561, -0.00323433 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520597, 0.00155925 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496802, -0.000349481 ), 0, 8.6271, 1, 0, + 0.500509, 0.000634212 ), + 0, 8.17687, 1, 0, 0.498506, -0.00114507 ) ); + // itree = 84 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493435, -0.00093768 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503235, 0.000908097 ), 0, 8.87617, 1, 0, 0.499741, 9.33066e-06 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556125, 0.00874418 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506148, 0.000794926 ), 1, 2, 1, 0, 0.523146, 0.00831066 ), + 2, 3, 1, 0, 0.502331, 0.000474192 ) ); + // itree = 85 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476388, -0.00222874 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548226, 0.00382542 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499853, 0.000200442 ), 0, 8.41062, 1, 0, 0.502167, 0.00276571 ), + 0, 8.26161, 1, 0, 0.500255, 0.000884732 ) ); + // itree = 86 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.409228, -0.00186048 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559742, 0.000584783 ), 3, -0.707496, 1, 0, 0.487936, -0.00375522 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554617, 0.00566499 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526225, 0.00112177 ), 1, 2, 1, 0, 0.530896, 0.00264567 ), + 4, 0.046733, 1, 0, 0.499908, 0.000523788 ) ); + // itree = 87 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460814, 0.00433815 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.392409, -0.00075272 ), 0, 8.91995, 1, 0, 0.418097, 0.0112409 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547475, -0.00503791 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545989, -0.000728994 ), 5, -0.693262, 1, 0, 0.546153, -0.00747857 ), + 3, -0.80209, 1, 0, 0.499016, -0.000588067 ) ); + // itree = 88 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.373758, 0.00138694 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454751, -0.00168185 ), 3, -0.887574, 1, 0, 0.423228, -0.00379021 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560711, 0.000407013 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.750475, 0.00912763 ), 3, 0.952252, 1, 0, 0.577029, 0.00589848 ), + 3, -0.707596, 1, 0, 0.501045, 0.00111187 ) ); + // itree = 89 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53226, 0.00271087 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499569, 8.98725e-05 ), 0, 8.54994, 1, 0, 0.505054, 0.00496086 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479036, -0.0026132 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493958, -0.000792144 ), 0, 8.70158, 1, 0, 0.490398, -0.00894071 ), + 1, 2, 1, 0, 0.494644, -0.0025797 ) ); + // itree = 90 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482588, -0.00115293 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508435, 0.00152465 ), 2, 3, 1, 0, 0.485722, -0.000280297 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528104, 0.00150355 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522824, -0.00126269 ), 1, 4, 1, 0, 0.527175, 0.00223492 ), + 4, 0.0467696, 1, 0, 0.4974, -0.00214428 ) ); + // itree = 91 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528545, 0.00235777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503561, 0.000429005 ), 0, 8.4531, 1, 0, 0.508686, 0.0071235 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40779, -0.00420419 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60588, 0.000254093 ), 3, 0.802661, 1, 0, 0.485554, -0.0107775 ), + 0, 9.22365, 1, 0, 0.500308, 0.000639976 ) ); + // itree = 92 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488662, 0.00203063 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49973, -0.00113413 ), 4, -0.702353, 1, 0, 0.496381, -0.00123817 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.362909, -0.00108586 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537297, 0.00239966 ), 3, -0.891207, 1, 0, 0.511994, 0.0115683 ), + 2, 2, 1, 0, 0.503003, 0.000479029 ) ); + // itree = 93 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468817, -0.000384644 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.643681, 0.0018426 ), 3, 0.894858, 1, 0, 0.498394, -0.000378978 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555665, 0.00468323 ), 4, 0.890019, 1, 0, 0.500602, 0.000603925 ) ); + // itree = 94 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469318, 0.00262849 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510811, -0.00346508 ), 3, -0.786516, 1, 0, 0.494741, -0.0102719 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503051, 0.000903854 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483844, -0.00405296 ), 2, 3, 1, 0, 0.501, 0.00128239 ), + 0, 8.5724, 1, 0, 0.499888, 0.000206439 ) ); + // itree = 95 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457999, 0.00208793 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515069, -0.00289587 ), 3, -0.796885, 1, 0, 0.494332, -0.00990474 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430243, -0.000923703 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612189, 0.00237376 ), 3, 0.802987, 1, 0, 0.500575, 0.00153514 ), + 0, 8.73592, 1, 0, 0.498937, -0.00146613 ) ); + // itree = 96 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.340307, -0.00189784 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528101, 0.000127354 ), 3, -0.896497, 1, 0, 0.498088, -0.000967946 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550145, 0.00456095 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50829, 0.000498992 ), 0, 8.8609, 1, 0, 0.522056, 0.0148434 ), + 1, 4, 1, 0, 0.501491, 0.000269856 ) ); + // itree = 97 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487038, -0.00191327 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502891, 0.000604466 ), 1, 2, 1, 0, 0.498178, -0.00157362 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576499, 0.00829687 ), 4, 0.890097, 1, 0, 0.501169, 0.000772524 ) ); + // itree = 98 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419988, 0.000578206 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560651, -0.00269939 ), 3, -0.707314, 1, 0, 0.491329, -0.00704565 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452326, -0.00435697 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522802, 0.00253697 ), 4, -0.697975, 1, 0, 0.506598, 0.00615385 ), + 2, 2, 1, 0, 0.497842, -1.38843e-05 ) ); + // itree = 99 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443694, -0.00368783 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482159, 0.00221241 ), 0, 9.23779, 1, 0, 0.458126, -0.0130332 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503167, -0.00192355 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506747, 0.000656301 ), 5, -0.691826, 1, 0, 0.5064, 0.00257428 ), + 4, -0.798862, 1, 0, 0.499285, 0.00027399 ) ); + // itree = 100 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44387, -0.00410369 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506992, 0.00108022 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500153, -0.000364326 ), 2, 2, 1, 0, 0.504057, -3.63083e-05 ), + 4, -0.889048, 1, 0, 0.501639, 0.00210426 ) ); + // itree = 101 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535864, 0.00391028 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428846, -0.00669659 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501896, 5.61686e-05 ), 4, -0.891391, 1, 0, + 0.499068, -0.00101603 ), + 0, 8.12551, 1, 0, 0.50065, 0.000664956 ) ); + // itree = 102 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.438344, -0.00495587 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510346, 0.00214875 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500619, -0.000291368 ), 5, -0.691197, 1, 0, + 0.50174, -9.69967e-05 ), + 4, -0.892817, 1, 0, 0.499429, -0.00105766 ) ); + // itree = 103 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488659, -0.000191808 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536356, 0.00561893 ), 1, 5, 1, 0, 0.490627, -0.000976402 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504556, -0.0025975 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557689, 0.00526877 ), 4, 0.897528, 1, 0, 0.510662, -0.0114174 ), + 4, 0.0475076, 1, 0, 0.496229, -0.00296702 ) ); + // itree = 104 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502835, 0.00599178 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529635, -0.000608578 ), 3, -0.792078, 1, 0, 0.520185, 0.0162838 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462949, -0.00223294 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508693, 0.000103122 ), 4, -0.705253, 1, 0, 0.496206, -0.00301377 ), + 0, 8.48789, 1, 0, 0.499689, -0.0002106 ) ); + // itree = 105 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530458, 0.00270906 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498571, -0.00100798 ), 2, 2, 1, 0, 0.516725, -7.7391e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494087, -0.000622245 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529776, 0.00362017 ), 5, 0.790026, 1, 0, 0.496124, -0.00219616 ), + 0, 8.5724, 1, 0, 0.499787, 0.000269096 ) ); + // itree = 106 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514466, 0.00539289 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.541225, -0.000666959 ), 3, -0.701156, 1, 0, 0.527823, 0.0226199 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495627, -0.000687736 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501403, 0.00107822 ), 0, 8.93538, 1, 0, 0.499529, 0.00184126 ), + 0, 8.39974, 1, 0, 0.502689, 0.00416138 ) ); + // itree = 107 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.385171, -0.000812656 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48409, 0.00421188 ), 3, -0.855857, 1, 0, 0.414478, 0.00535097 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490936, -0.0034099 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549717, -0.00112501 ), 0, 8.27623, 1, 0, 0.54483, -0.00920816 ), + 3, -0.801922, 1, 0, 0.496485, -0.00380847 ) ); + // itree = 108 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505485, 0.000528997 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489695, -0.00130534 ), 0, 9.35875, 1, 0, 0.50173, 0.00159906 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467836, -0.00887363 ), 0, 9.94938, 1, 0, 0.500753, 0.000789325 ) ); + // itree = 109 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516081, 0.000954234 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495821, -0.000612844 ), 0, 8.55961, 1, 0, 0.49996, -0.00109366 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44932, 0.000572862 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.711674, 0.0168251 ), 3, 0.89725, 1, 0, 0.506918, 0.0139876 ), + 0, 9.51324, 1, 0, 0.50112, 0.00142146 ) ); + // itree = 110 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.394813, -0.00214372 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465958, 0.00958503 ), 5, 0.790334, 1, 0, 0.400457, -0.00767176 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557862, 0.00244408 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557267, -0.00012202 ), 1, 2, 1, 0, 0.55745, -0.00096421 ), + 3, -0.801655, 1, 0, 0.499386, -0.00016076 ) ); + // itree = 111 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489052, 6.28224e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506828, -0.00221845 ), 4, 0.04812, 1, 0, 0.494317, -0.00384343 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537899, 0.00391241 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505537, 0.000139106 ), 0, 8.95644, 1, 0, 0.519081, 0.0125935 ), + 2, 3, 1, 0, 0.496969, -0.000215082 ) ); + // itree = 112 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51222, 0.000962568 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471195, -0.00394866 ), 2, 2, 1, 0, 0.494486, 0.000299854 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511468, 0.00200805 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493619, -0.000219208 ), 0, 9.31897, 1, 0, 0.503839, 0.00638268 ), + 0, 8.83146, 1, 0, 0.50085, 0.0013213 ) ); + // itree = 113 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45569, -0.00772827 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492864, 0.000477041 ), 5, -0.818224, 1, 0, 0.472913, -0.0227669 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.3454, -0.00155065 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531542, 0.000527719 ), 3, -0.895628, 1, 0, 0.501222, 0.00151609 ), + 5, -0.774279, 1, 0, 0.499329, -0.0001084 ) ); + // itree = 114 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43349, 0.00905427 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594151, 0.000374831 ), 3, -0.801246, 1, 0, 0.520953, 0.0244511 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504483, 0.00091297 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494788, -0.00194831 ), 1, 4, 1, 0, 0.503365, 0.00115861 ), + 5, -0.781814, 1, 0, 0.504389, 0.00490711 ) ); + // itree = 115 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.260522, -0.00561757 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391946, 0.00388903 ), 3, -0.958266, 1, 0, 0.367419, 0.0132574 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522928, 0.000153702 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573265, -0.00436998 ), 4, 0.79578, 1, 0, 0.528992, -0.00214548 ), + 3, -0.895434, 1, 0, 0.501066, 0.000516772 ) ); + // itree = 116 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491489, -0.000683236 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537942, 0.00142646 ), 4, 0.79865, 1, 0, 0.497307, -0.00275485 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51487, 0.0017988 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553654, 0.00805684 ), 5, 0.829336, 1, 0, 0.523608, 0.0192929 ), + 5, 0.0496907, 1, 0, 0.500614, 1.74357e-05 ) ); + // itree = 117 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481079, -0.00213445 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517402, 0.00114462 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497164, -0.000215161 ), 0, 8.69305, 1, 0, + 0.500905, 0.000938894 ), + 0, 8.24309, 1, 0, 0.499556, -0.000576627 ) ); + // itree = 118 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497358, 0.00104684 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53372, 0.00567332 ), 1, 4, 1, 0, 0.509962, 0.0155881 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.438356, -0.0016547 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.596057, 0.000316679 ), 3, 0.802345, 1, 0, 0.495275, -0.00628594 ), + 5, -0.691533, 1, 0, 0.497081, -0.00357041 ) ); + // itree = 119 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491281, -0.000653224 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479091, -0.00333484 ), 0, 8.21755, 1, 0, 0.48469, -0.0208712 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.339161, -0.00240053 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537931, 0.00109293 ), 3, -0.896305, 1, 0, 0.50209, 0.00307252 ), + 0, 8.47044, 1, 0, 0.499758, -0.000135753 ) ); + // itree = 120 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499125, 3.8321e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486224, -0.00285065 ), 5, 0.0515391, 1, 0, + 0.497612, -0.00189091 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542932, 0.00388 ), 1, 5, 1, 0, 0.499745, -0.000491368 ) ); + // itree = 121 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494207, -0.000832154 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5015, 0.00123801 ), 0, 9.17472, 1, 0, 0.497133, -0.00166078 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490929, -0.00490325 ), 1, 5, 1, 0, 0.496825, -0.00280532 ) ); + // itree = 122 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428454, -0.00512067 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500778, 0.000123007 ), 4, -0.892817, 1, 0, 0.498562, -8.32205e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538069, 0.00365602 ), 1, 5, 1, 0, 0.500444, 0.000505358 ) ); + // itree = 123 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492452, 0.0024055 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506176, 9.14912e-05 ), 4, -0.702234, 1, 0, 0.502929, 0.0039182 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49139, -0.00171695 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504258, 0.00195489 ), 0, 9.30464, 1, 0, 0.495234, -0.00624728 ), + 1, 3, 1, 0, 0.500234, -1.2622e-05 ) ); + // itree = 124 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535794, 0.00301147 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485523, -0.00182527 ), 2, 2, 1, 0, 0.513727, -0.00122161 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460701, -0.00100761 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.65507, 0.00169382 ), 3, 0.89726, 1, 0, 0.496644, -0.00317394 ), + 0, 8.46791, 1, 0, 0.499023, -0.0014207 ) ); + // itree = 125 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467291, -0.000578977 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447793, -0.00414435 ), 1, 3, 1, 0, 0.456386, -0.0120734 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522685, 0.00166491 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502553, -0.000406728 ), 0, 8.39924, 1, 0, 0.504913, -0.000223829 ), + 4, -0.796167, 1, 0, 0.497618, -0.00246651 ) ); + // itree = 126 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49488, -0.00100883 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502858, 0.000896977 ), 1, 2, 1, 0, 0.500127, -2.06592e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506849, 0.000178708 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465594, -0.00637459 ), 2, 2, 1, 0, 0.492797, 0.00293224 ), + 1, 4, 1, 0, 0.499102, 0.000408982 ) ); + // itree = 127 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.32418, -0.00409786 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532499, 0.00150504 ), 3, -0.893974, 1, 0, 0.504238, 0.00526884 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461375, -0.00224325 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511707, 0.000225435 ), 4, -0.703859, 1, 0, 0.495673, -0.00336746 ), + 1, 2, 1, 0, 0.498174, -0.000857833 ) ); + // itree = 128 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495683, -0.000179984 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531982, 0.00327205 ), 1, 5, 1, 0, 0.497234, 0.00180018 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582129, 0.00772978 ), 4, 0.89247, 1, 0, 0.50033, 0.00133982 ) ); + // itree = 129 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516744, 0.00317337 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496212, -0.000423135 ), 5, -0.781927, 1, 0, 0.497477, -0.00142073 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389937, -0.0080788 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532978, -0.0018422 ), 3, -0.78807, 1, 0, 0.483944, -0.0217013 ), + 2, 3, 1, 0, 0.496001, -0.000322819 ) ); + // itree = 130 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479074, 0.000492489 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.455068, -0.00285093 ), 2, 2, 1, 0, 0.470295, -0.000963504 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501885, -0.00547469 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515367, 0.00128789 ), 5, -0.7852, 1, 0, 0.514808, 0.00660668 ), + 4, -0.702353, 1, 0, 0.502831, 0.00371218 ) ); + // itree = 131 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.455349, -0.00398783 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483719, 0.00135479 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504079, -0.000693588 ), 4, -0.70184, 1, 0, + 0.4985, -0.000865745 ), + 0, 8.17687, 1, 0, 0.496188, -0.00306252 ) ); + // itree = 132 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47434, -0.0023319 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529419, 0.00258428 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498499, 5.9065e-05 ), 0, 8.65557, 1, 0, 0.503523, 0.00408802 ), + 0, 8.22942, 1, 0, 0.501655, 0.0023503 ) ); + // itree = 133 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501766, 0.00107377 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52277, 0.00510212 ), 5, -0.827021, 1, 0, 0.511925, 0.0178569 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481325, -0.00162051 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49885, -6.43756e-05 ), 0, 8.22123, 1, 0, 0.497769, -0.00137035 ), + 5, -0.78285, 1, 0, 0.498599, -0.000243114 ) ); + // itree = 134 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43711, -0.00427316 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50517, 0.000571109 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481182, -0.00458158 ), 0, 9.70298, 1, 0, 0.503229, 0.00225259 ), + 4, -0.88998, 1, 0, 0.500677, 0.00129797 ) ); + // itree = 135 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461914, 0.000719081 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497576, -0.00650355 ), 4, -0.793414, 1, 0, 0.481154, -0.018131 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.417795, 0.00143803 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54993, -0.000179876 ), 3, -0.801922, 1, 0, 0.502066, 0.00243014 ), + 5, -0.784385, 1, 0, 0.500883, 0.00126704 ) ); + // itree = 136 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.24419, -0.00969013 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435078, -0.000697747 ), 3, -0.950975, 1, 0, 0.416933, -0.0084758 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560998, 0.000369826 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.750278, 0.0076568 ), 3, 0.952852, 1, 0, 0.57727, 0.00514268 ), + 3, -0.706452, 1, 0, 0.497945, -0.00159492 ) ); + // itree = 137 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489848, 5.73487e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481288, -0.00193825 ), 2, 2, 1, 0, 0.48602, -0.000388593 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50741, -0.00305423 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533004, 0.00234012 ), 5, -0.778572, 1, 0, 0.529966, 0.010638 ), + 4, 0.0450853, 1, 0, 0.498302, -0.000691635 ) ); + // itree = 138 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485495, -0.00161775 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524536, 0.00213913 ), 1, 4, 1, 0, 0.491144, -0.000479774 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510543, 0.00191938 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494091, -0.000627002 ), 0, 9.28557, 1, 0, 0.502977, 0.00501707 ), + 0, 8.83235, 1, 0, 0.499173, 0.00039413 ) ); + // itree = 139 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527107, 0.0025932 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505318, 0.000587318 ), 2, 2, 1, 0, 0.517841, -0.000986919 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486002, -0.00183532 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50249, 0.000921647 ), 0, 8.76741, 1, 0, 0.499189, 0.000691353 ), + 0, 8.35507, 1, 0, 0.501034, 0.00240008 ) ); + // itree = 140 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485899, -0.00185577 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502065, 0.00051572 ), 2, 2, 1, 0, 0.493213, -0.00256666 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458598, -0.00213258 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525281, 0.00201533 ), 4, -0.797715, 1, 0, 0.509336, 0.00689823 ), + 1, 3, 1, 0, 0.498843, -0.000919211 ) ); + // itree = 141 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440364, -0.00377751 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48135, 0.00290552 ), 0, 9.23339, 1, 0, 0.456291, -0.0112075 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506261, 0.00049667 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546688, 0.00383503 ), 5, 0.050952, 1, 0, 0.509939, 0.00518692 ), + 4, -0.795897, 1, 0, 0.501688, 0.00266529 ) ); + // itree = 142 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489712, 0.00293156 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486843, -0.00130301 ), 5, -0.687478, 1, 0, 0.487097, -0.00591948 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518829, -0.00138393 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565284, 0.00543524 ), 4, 0.840725, 1, 0, 0.545887, 0.0144326 ), + 4, 0.796041, 1, 0, 0.496166, -0.00278002 ) ); + // itree = 143 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514959, 0.0019384 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497501, 0.00105942 ), 0, 8.73592, 1, 0, 0.502192, 0.00900736 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513153, -0.00402949 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533004, 9.38644e-05 ), 0, 9.0207, 1, 0, 0.524776, -0.0126765 ), + 4, 0.798528, 1, 0, 0.505642, 0.00569425 ) ); + // itree = 144 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525117, 0.00306894 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480982, -0.00257783 ), 0, 9.38389, 1, 0, 0.514085, 0.0138174 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490821, -0.00140201 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507163, 0.00304737 ), 0, 9.43266, 1, 0, 0.494261, -0.00525826 ), + 1, 2, 1, 0, 0.499984, 0.000373247 ) ); + // itree = 145 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.408481, 0.0013503 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551063, -0.00156659 ), 3, -0.802083, 1, 0, 0.496172, -0.00318113 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520331, 0.00319308 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495052, -0.000935857 ), 1, 3, 1, 0, 0.51244, 0.00358171 ), + 2, 2, 1, 0, 0.503065, -0.000145763 ) ); + // itree = 146 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490392, 0.00324567 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552121, 0.000892624 ), 3, -0.699455, 1, 0, 0.520245, 0.0209436 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4915, -0.00131148 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501849, 0.000500583 ), 0, 8.77392, 1, 0, 0.499656, -0.000341333 ), + 0, 8.33755, 1, 0, 0.501574, 0.00164175 ) ); + // itree = 147 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498398, -0.000324725 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515755, 0.00195021 ), 1, 4, 1, 0, 0.500539, 0.000125269 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467043, 0.00812231 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.623111, -0.00254688 ), 3, -0.801106, 1, 0, 0.541624, 0.0195963 ), + 5, 0.789909, 1, 0, 0.502776, 0.000808534 ) ); + // itree = 148 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.245062, -0.00917952 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449436, 0.00138227 ), 3, -0.952207, 1, 0, 0.430695, 0.00440146 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549392, -0.00154636 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.743022, 0.00580986 ), 3, 0.952852, 1, 0, 0.565944, -0.00682053 ), + 3, -0.707682, 1, 0, 0.498479, -0.00122281 ) ); + // itree = 149 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.401934, -0.00146317 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564127, 0.00316011 ), 3, -0.800801, 1, 0, 0.510857, 0.0105474 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483153, -0.00223232 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495276, -0.000729418 ), 0, 8.55005, 1, 0, 0.493229, -0.0070858 ), + 1, 2, 1, 0, 0.498327, -0.00219754 ) ); + // itree = 150 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480289, -0.00237593 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509749, 0.00104456 ), 1, 3, 1, 0, 0.491246, -0.00330362 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514455, 0.00194598 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489005, -0.00160967 ), 1, 3, 1, 0, 0.506633, 0.003538 ), + 2, 2, 1, 0, 0.497749, -0.00115878 ) ); + // itree = 151 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497176, -0.000267752 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514934, 0.00168533 ), 2, 3, 1, 0, 0.499142, -0.000200827 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42893, 0.00212555 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572299, -0.0110668 ), 3, -0.801106, 1, 0, 0.498113, -0.0235644 ), + 5, 0.790974, 1, 0, 0.499086, -0.00178117 ) ); + // itree = 152 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482458, -0.00161208 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.341535, -0.00221989 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536343, 0.000604417 ), 3, -0.895131, 1, 0, + 0.502266, 0.00100343 ), + 0, 8.24309, 1, 0, 0.500932, -0.000157392 ) ); + // itree = 153 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477747, -0.00182775 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501388, 0.000358081 ), 0, 8.24309, 1, 0, 0.499865, 0.000806656 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548893, 0.00448019 ), 1, 5, 1, 0, 0.502292, 0.00235414 ) ); + // itree = 154 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497315, 0.00509347 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466328, -0.00142874 ), 1, 4, 1, 0, 0.489522, 0.0122574 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431327, -0.00129052 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576418, 0.000230751 ), 3, -0.706787, 1, 0, 0.502849, -0.00350234 ), + 4, -0.796458, 1, 0, 0.500841, 0.000177757 ) ); + // itree = 155 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477788, 0.00184118 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505148, -9.28947e-05 ), 4, -0.796051, 1, 0, 0.50072, 0.00123323 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517421, 0.000581898 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475325, -0.00506508 ), 1, 2, 1, 0, 0.489731, -0.000938709 ), + 2, 3, 1, 0, 0.499525, -0.000319799 ) ); + // itree = 156 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495341, -0.000483889 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491906, -0.00313729 ), 1, 5, 1, 0, 0.495189, -0.00382587 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563514, 0.00370786 ), 4, 0.889498, 1, 0, 0.497881, -0.00283153 ) ); + // itree = 157 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464524, 0.00264471 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535736, -0.00018016 ), 3, -0.795718, 1, 0, 0.510334, 0.0077139 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491903, -0.000957554 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574044, 0.00717522 ), 4, 0.892328, 1, 0, 0.495423, -0.00350753 ), + 0, 8.73592, 1, 0, 0.499282, -0.000603742 ) ); + // itree = 158 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47574, 0.00380787 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450235, -0.00343344 ), 5, -0.771007, 1, 0, 0.455164, -0.0122117 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540031, 0.00292395 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505415, 7.42381e-05 ), 0, 8.39114, 1, 0, 0.50937, 0.00377759 ), + 4, -0.79739, 1, 0, 0.501232, 0.00137718 ) ); + // itree = 159 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.459086, 0.000834501 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410614, -0.00223372 ), 0, 9.369, 1, 0, 0.447242, 0.00235568 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.568575, -0.00187265 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.750491, 0.00569269 ), 3, 0.955396, 1, 0, 0.586657, -0.00786083 ), + 3, 0.802564, 1, 0, 0.499741, -0.00149153 ) ); + // itree = 160 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467337, -0.00283176 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497174, -0.000126116 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576651, 0.00462362 ), 4, 0.889598, 1, 0, + 0.500476, 0.000278699 ), + 0, 8.24616, 1, 0, 0.498207, -0.00173345 ) ); + // itree = 161 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534257, 0.00304449 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498937, 0.000246894 ), 0, 8.47044, 1, 0, 0.503654, 0.00552343 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487742, -0.00178139 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51019, 0.00134686 ), 2, 3, 1, 0, 0.493433, 0.000201396 ), + 2, 2, 1, 0, 0.499332, -0.000111764 ) ); + // itree = 162 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51095, 0.000658324 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531884, 0.00325427 ), 2, 2, 1, 0, 0.519956, 0.000253544 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499631, 0.000414727 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490125, -0.00313721 ), 1, 4, 1, 0, 0.498242, 1.50707e-05 ), + 0, 8.73606, 1, 0, 0.503919, 0.00383341 ) ); + // itree = 163 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503607, 0.00041609 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48341, -0.00231639 ), 0, 9.53235, 1, 0, 0.500489, 0.00109549 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521165, 0.00069488 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561012, 0.00723411 ), 1, 4, 1, 0, 0.541678, 0.0124217 ), + 5, 0.7935, 1, 0, 0.502642, 0.00228084 ) ); + // itree = 164 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446182, -0.00302583 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498443, 0.000684755 ), 4, -0.900333, 1, 0, 0.496587, 0.0036801 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480852, -0.00676137 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534285, -0.000557395 ), 4, 0.822724, 1, 0, 0.520921, -0.0128358 ), + 4, 0.795935, 1, 0, 0.500301, 0.00115948 ) ); + // itree = 165 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544836, 0.00331922 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497964, -0.000757605 ), 2, 2, 1, 0, 0.524722, -0.000383572 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433762, -0.00088547 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.598447, 0.000437151 ), 3, 0.801399, 1, 0, 0.495866, -0.00244415 ), + 0, 8.40841, 1, 0, 0.499159, -0.000227942 ) ); + // itree = 166 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.364353, 0.00255268 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526389, -0.00321584 ), 3, -0.895428, 1, 0, 0.485198, -0.0113673 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500937, 0.000225911 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515583, 0.00207809 ), 1, 3, 1, 0, 0.504997, 0.00194235 ), + 5, -0.690034, 1, 0, 0.502542, 0.00270364 ) ); + // itree = 167 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493982, -0.000460485 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51006, -0.00309259 ), 4, 0.782202, 1, 0, 0.496406, -0.00753037 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.340458, -0.00134958 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539031, 0.000696064 ), 3, -0.895476, 1, 0, 0.500826, 0.00180091 ), + 0, 8.77604, 1, 0, 0.499581, -0.000827108 ) ); + // itree = 168 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484787, -0.00148125 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50484, 0.000483236 ), 0, 8.26431, 1, 0, 0.503108, 0.00158965 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425436, -0.00539285 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.687214, 0.00615722 ), 3, 0.897273, 1, 0, 0.483216, -0.0116454 ), + 0, 9.48864, 1, 0, 0.499599, -0.000745572 ) ); + // itree = 169 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.312256, 0.00293022 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503344, -0.00372321 ), 3, -0.896463, 1, 0, 0.453403, -0.0131255 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.357654, -0.00212679 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537888, 0.00113461 ), 3, -0.895495, 1, 0, 0.510445, 0.00445987 ), + 4, -0.796051, 1, 0, 0.501778, 0.00178795 ) ); + // itree = 170 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443761, -0.00399986 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493036, -0.000321989 ), 4, -0.842763, 1, 0, 0.487003, -0.00455801 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4956, -0.0060065 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53279, 0.00186633 ), + 5, -0.78467, 1, 0, 0.528599, 0.00613463 ), + 4, 0.0484228, 1, 0, 0.498529, -0.00159524 ) ); + // itree = 171 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.376344, 0.00144946 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515531, -0.00157068 ), 3, -0.893811, 1, 0, 0.493652, -0.00827211 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.365626, -0.00360821 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581737, 0.00351828 ), 3, -0.801163, 1, 0, 0.499391, 0.0038684 ), + 0, 9.26688, 1, 0, 0.495536, -0.00428758 ) ); + // itree = 172 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47899, 0.000926824 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42618, -0.00353496 ), 0, 9.62116, 1, 0, 0.47336, 0.00431506 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.614159, -0.00311686 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.764435, 0.00822014 ), 3, 0.960198, 1, 0, 0.639615, -0.00853025 ), + 3, 0.89725, 1, 0, 0.502356, 0.00207476 ) ); + // itree = 173 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49006, 0.00299504 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421922, 0.000194831 ), 0, 8.44055, 1, 0, 0.430602, 0.00468918 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546744, -0.00171554 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.768017, 0.00986476 ), 3, 0.952852, 1, 0, 0.565553, -0.00651932 ), + 3, -0.707682, 1, 0, 0.499091, -0.000999274 ) ); + // itree = 174 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508518, 0.000708571 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495203, -0.000541337 ), 0, 8.80336, 1, 0, 0.499226, -4.70208e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.381146, 0.00235311 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517455, -0.00503858 ), 3, -0.895225, 1, 0, 0.484174, -0.020863 ), + 1, 4, 1, 0, 0.497095, -7.82396e-05 ) ); + // itree = 175 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413699, 0.00154606 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550552, -0.000807759 ), 3, -0.800821, 1, 0, 0.498773, 0.000330109 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418283, -0.00204398 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577414, 0.00636644 ), 3, -0.796126, 1, 0, 0.52606, 0.0199122 ), + 2, 3, 1, 0, 0.501755, -0.000149334 ) ); + // itree = 176 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477113, 0.000624667 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415707, -0.00560747 ), 0, 9.62739, 1, 0, 0.470797, 0.00177222 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.608717, -0.00320719 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.778408, 0.00945382 ), 3, 0.959893, 1, 0, 0.636832, -0.00845845 ), + 3, 0.896967, 1, 0, 0.500006, -2.75219e-05 ) ); + // itree = 177 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430168, 0.00064438 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578288, 0.00194378 ), 3, -0.707556, 1, 0, 0.505836, 0.00826186 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527462, -0.00374385 ), 4, 0.888467, 1, 0, 0.506727, 0.00707476 ) ); + // itree = 178 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498544, -0.00043258 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477074, -0.00490962 ), 5, 0.770053, 1, 0, 0.497038, -0.00574815 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.372082, -0.00242652 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581586, 0.00340027 ), 3, -0.801078, 1, 0, 0.500831, 0.00522392 ), + 0, 9.19153, 1, 0, 0.498521, -0.00145817 ) ); + // itree = 179 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494585, -0.000646916 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544673, 0.00314557 ), 0, 8.30647, 1, 0, 0.516241, 0.00906949 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48299, -0.00248481 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495757, -0.000465767 ), 0, 8.63072, 1, 0, 0.494861, -0.00396585 ), + 0, 8.50103, 1, 0, 0.497999, -0.00205289 ) ); + // itree = 180 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460511, -0.000673501 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494641, 0.00383657 ), 4, -0.851232, 1, 0, 0.476883, 0.00958742 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481516, -0.00229287 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504702, -9.96994e-05 ), 0, 8.27411, 1, 0, 0.502902, -0.00235715 ), + 4, -0.797663, 1, 0, 0.498989, -0.000560889 ) ); + // itree = 181 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487305, -0.0023032 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498175, -0.000111136 ), 0, 8.92747, 1, 0, 0.493893, -0.00827982 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500335, 0.000372857 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495809, -0.00165443 ), 5, 0.0529474, 1, 0, 0.499596, 0.00031365 ), + 1, 2, 1, 0, 0.497926, -0.00252445 ) ); + // itree = 182 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487819, -0.00117766 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537246, 0.00149414 ), 4, 0.795766, 1, 0, 0.493982, -0.00553455 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475473, 0.000190874 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488372, -0.00601926 ), 4, -0.796607, 1, 0, 0.483312, -0.0234823 ), + 5, 0.0513961, 1, 0, 0.492616, -0.00783294 ) ); + // itree = 183 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495545, -0.000888528 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504476, 0.00117016 ), 1, 2, 1, 0, 0.501455, -2.06304e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454592, -0.000604253 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57935, -0.0104906 ), 3, 0.893872, 1, 0, 0.485622, -0.0169622 ), + 1, 4, 1, 0, 0.499206, -0.000324952 ) ); + // itree = 184 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47635, -0.00177007 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501201, 0.000295117 ), 0, 8.17292, 1, 0, 0.499872, 0.000770491 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410519, 0.0060429 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555343, 0.000308575 ), 3, -0.895287, 1, 0, 0.510607, 0.012388 ), + 5, 0.0515983, 1, 0, 0.501249, 0.00226063 ) ); + // itree = 185 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441102, 0.00618396 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576765, -0.000358805 ), 3, -0.70522, 1, 0, 0.513401, 0.0176431 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456022, -0.0022557 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504034, -3.87242e-05 ), 4, -0.796439, 1, 0, 0.498002, -0.00185211 ), + 5, -0.690645, 1, 0, 0.499876, 0.000520436 ) ); + // itree = 186 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446007, 0.000815405 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.569104, -0.00108488 ), 3, 0.802979, 1, 0, 0.492339, 0.000751801 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538396, 0.00327285 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534443, -0.00153088 ), 4, 0.870217, 1, 0, 0.537568, 0.0147915 ), + 4, 0.044946, 1, 0, 0.505066, 0.00470237 ) ); + // itree = 187 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516743, 0.00222577 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503833, -0.00101345 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501698, 0.000591952 ), 0, 8.47754, 1, 0, 0.501888, 0.00220265 ), + 0, 8.17687, 1, 0, 0.502659, 0.00325025 ) ); + // itree = 188 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473325, 0.00120416 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491597, -0.00209842 ), 4, -0.790065, 1, 0, 0.489, -0.0140304 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457947, -0.000514076 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.667842, 0.00300356 ), 3, 0.89725, 1, 0, 0.499957, 0.000604504 ), + 0, 8.88742, 1, 0, 0.495968, -0.00472357 ) ); + // itree = 189 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43814, 0.00470261 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449328, 0.000246264 ), 5, -0.682356, 1, 0, 0.448245, 0.00426535 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572573, -0.00261532 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.62871, 0.00330927 ), 0, 9.48864, 1, 0, 0.583162, -0.01173 ), + 3, 0.802842, 1, 0, 0.498301, -0.00166911 ) ); + // itree = 190 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465661, -0.000692568 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.639583, 0.00120334 ), 3, 0.895348, 1, 0, 0.494528, -0.00267685 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51998, -0.00502617 ), 4, 0.890097, 1, 0, 0.49554, -0.00364008 ) ); + // itree = 191 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495402, 0.00112013 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519425, -0.000512312 ), 4, 0.0484228, 1, 0, 0.502564, 0.00412758 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551332, 0.00636675 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51082, 0.0019808 ), + 0, 9.08955, 1, 0, 0.532575, 0.0268553 ), + 2, 3, 1, 0, 0.505748, 4.95992e-05 ) ); + // itree = 192 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487019, -0.00163727 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500075, 0.000278581 ), 0, 8.96542, 1, 0, 0.494474, -0.00516841 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511587, 0.00188682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492882, -0.003913 ), 5, 0.790974, 1, 0, 0.509127, 0.00747838 ), + 1, 3, 1, 0, 0.499558, -0.000447466 ) ); + // itree = 193 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493986, -2.92925e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525663, 0.00788333 ), 5, 0.791569, 1, 0, 0.495062, 0.00132361 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428368, -0.00173444 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.620838, -0.0058595 ), 3, -0.706679, 1, 0, 0.511675, -0.0201514 ), + 4, 0.79865, 1, 0, 0.497609, -0.00196887 ) ); + // itree = 194 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451335, -0.000856101 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447634, 0.00127931 ), 1, 2, 1, 0, 0.448809, 0.00151814 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506843, -0.00644216 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59475, -0.000579343 ), 3, 0.820837, 1, 0, 0.586873, -0.00682162 ), + 3, 0.802842, 1, 0, 0.50058, -0.000237308 ) ); + // itree = 195 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504131, 0.000536227 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491241, -0.00136162 ), 0, 8.96379, 1, 0, 0.49671, -0.0018677 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518495, 0.00138985 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566049, 0.0102366 ), 0, 9.16626, 1, 0, 0.539646, 0.0246571 ), + 5, 0.779298, 1, 0, 0.499456, -0.000171471 ) ); + // itree = 196 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444623, -0.000128073 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595565, 0.00127222 ), 3, 0.800909, 1, 0, 0.500522, 0.00227437 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49089, 0.00109551 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508926, -0.00847504 ), 4, -0.797226, 1, 0, 0.499227, -0.0180066 ), + 5, 0.789909, 1, 0, 0.50045, 0.00115349 ) ); + // itree = 197 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488191, -0.000497782 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486291, -0.00345868 ), 2, 3, 1, 0, 0.487971, 6.17573e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556665, 0.00313219 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537163, 0.00102029 ), 0, 8.88622, 1, 0, 0.543294, 0.0116382 ), + 4, 0.796457, 1, 0, 0.496718, -0.00244139 ) ); + // itree = 198 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472363, 0.000333363 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.3998, -0.00910073 ), 0, 9.84059, 1, 0, 0.469212, 0.000860502 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.618278, 0.000296777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.772555, 0.0105723 ), 3, 0.950897, 1, 0, 0.659878, 0.014283 ), + 3, 0.896957, 1, 0, 0.501812, 0.00315547 ) ); + // itree = 199 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504236, -0.000203639 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51757, 0.00196493 ), 1, 2, 1, 0, 0.513607, 0.000240424 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482212, -0.00350212 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4979, -0.000329676 ), 5, -0.688947, 1, 0, 0.495903, -0.00370334 ), + 0, 8.80726, 1, 0, 0.501317, 0.000989273 ) ); + // itree = 200 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407637, 0.00340552 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525773, 0.000288614 ), 3, -0.890895, 1, 0, 0.507659, 0.00601485 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.417957, -0.0019639 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.610887, 0.000638294 ), 3, 0.802229, 1, 0, 0.493688, -0.00448079 ), + 0, 9.04212, 1, 0, 0.500389, 0.000553482 ) ); + // itree = 201 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.2531, -0.00635449 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439797, -0.00012029 ), 3, -0.95202, 1, 0, 0.423171, -0.00328748 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548198, -0.000544516 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593651, 0.00213661 ), 4, -0.704113, 1, 0, 0.58005, 0.00830763 ), + 3, -0.707496, 1, 0, 0.502588, 0.00258231 ) ); + // itree = 202 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476362, 0.00296928 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481356, -0.0018854 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498992, -0.000558466 ), 0, 8.27411, 1, 0, + 0.497649, -0.00454588 ), + 4, -0.893017, 1, 0, 0.496886, -0.00381925 ) ); + // itree = 203 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38658, 0.00220943 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517079, -0.00103307 ), 3, -0.893625, 1, 0, 0.497079, -0.00437613 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.328572, -0.000469582 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548343, 0.00229477 ), 3, -0.89604, 1, 0, 0.502296, 0.00768803 ), + 0, 9.17431, 1, 0, 0.499193, 0.000514056 ) ); + // itree = 204 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481397, 0.000804198 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43722, -0.00163831 ), 0, 9.41305, 1, 0, 0.472039, 0.00312919 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59396, -0.000647606 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.658097, -0.00417784 ), 4, -0.702953, 1, 0, 0.631213, -0.0139306 ), + 3, 0.896631, 1, 0, 0.499461, 0.000190201 ) ); + // itree = 205 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478751, 0.00214873 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499636, -0.000195323 ), 4, -0.795924, 1, 0, 0.497416, 0.000273072 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462406, -0.000268577 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612985, -0.00491459 ), 3, 0.897302, 1, 0, 0.495676, -0.00734389 ), + 1, 3, 1, 0, 0.49681, -0.000377922 ) ); + // itree = 206 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500654, 0.000594207 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498953, -0.00168206 ), 2, 3, 1, 0, 0.500467, -0.000136114 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518299, -0.00335579 ), 4, 0.889676, 1, 0, 0.501182, 0.00156957 ) ); + // itree = 207 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410161, 0.00322558 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.459183, -3.56128e-05 ), 4, -0.697235, 1, 0, 0.448647, 0.00413462 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53649, -0.0036215 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.604831, 0.000166153 ), 4, -0.796798, 1, 0, 0.588655, -0.00443067 ), + 3, 0.802609, 1, 0, 0.500767, 0.00094601 ) ); + // itree = 208 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494016, 0.000146499 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508809, -0.00267434 ), 4, 0.78749, 1, 0, 0.495763, -0.00106163 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45386, 0.00279215 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593305, 0.000257905 ), 3, 0.800317, 1, 0, 0.511354, 0.0113745 ), + 1, 3, 1, 0, 0.501227, 0.00150489 ) ); + // itree = 209 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429969, -0.00519663 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497965, -0.000387147 ), 4, -0.892962, 1, 0, 0.495857, -0.00326513 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535884, 0.00299331 ), 1, 5, 1, 0, 0.497724, -0.000293537 ) ); + // itree = 210 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480157, 0.00332401 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461466, -0.00236361 ), 5, -0.784353, 1, 0, 0.463329, -0.0114984 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514554, 0.00122059 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51696, -0.000595375 ), 1, 4, 1, 0, 0.514853, 0.00280373 ), + 4, -0.705253, 1, 0, 0.50072, 0.0013995 ) ); + // itree = 211 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493089, 0.000258948 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45664, -0.00494275 ), 5, 0.791569, 1, 0, 0.491691, 0.000391524 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537699, 0.00197646 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515724, -0.0009004 ), 0, 9.27029, 1, 0, 0.530545, 0.00827484 ), + 4, 0.0473594, 1, 0, 0.502517, 0.00258803 ) ); + // itree = 212 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496332, -0.000241905 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482361, -0.00348745 ), 2, 2, 1, 0, 0.489965, -0.00281874 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450704, 0.00171171 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582621, -0.00174204 ), 3, 0.802324, 1, 0, 0.503155, 0.00250595 ), + 1, 2, 1, 0, 0.499291, -0.00081677 ) ); + // itree = 213 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498824, -0.000450217 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479682, -0.0050375 ), 5, 0.779147, 1, 0, 0.49767, -0.0049345 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.402895, -0.000834984 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.634101, 0.00550831 ), 3, 0.80142, 1, 0, 0.495786, 0.00587435 ), + 0, 9.48864, 1, 0, 0.497338, -0.00302821 ) ); + // itree = 214 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482327, 0.00113451 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508392, -0.000266804 ), 4, -0.701814, 1, 0, 0.501296, 0.000710541 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458747, -0.008096 ), 0, 9.94938, 1, 0, 0.500069, 1.60197e-05 ) ); + // itree = 215 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484356, 0.00142904 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503269, -0.00110198 ), 4, -0.696794, 1, 0, 0.498134, -0.00335656 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469908, -0.000314693 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516002, 0.00236654 ), 4, -0.701404, 1, 0, 0.503304, 0.00753853 ), + 0, 9.04529, 1, 0, 0.500786, 0.00223249 ) ); + // itree = 216 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532797, 0.0028557 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502268, 0.000714159 ), 0, 8.62644, 1, 0, 0.508368, 0.0086358 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.409748, 0.000382402 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544573, -0.00191899 ), 3, -0.802119, 1, 0, 0.492177, -0.00661543 ), + 1, 2, 1, 0, 0.496949, -0.00112468 ) ); + // itree = 217 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489947, 0.000246508 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504451, -0.00288325 ), 4, 0.0466187, 1, 0, 0.494431, -0.00453102 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440418, 0.000203538 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58266, 0.00337327 ), 3, -0.704411, 1, 0, 0.51182, 0.0107184 ), + 2, 2, 1, 0, 0.501792, -0.000957883 ) ); + // itree = 218 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477573, 0.00197546 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502394, -0.000881246 ), 4, -0.797621, 1, 0, 0.498775, -0.00327466 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441822, 0.00191811 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.71502, 0.0134719 ), + 3, 0.895143, 1, 0, 0.504001, 0.014341 ), + 0, 9.59206, 1, 0, 0.499429, -0.00107117 ) ); + // itree = 219 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451017, -0.00242756 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505702, -0.000419676 ), 4, -0.793306, 1, 0, 0.49719, -0.00540746 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524991, 0.00345872 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496422, 0.00015544 ), 0, 9.33883, 1, 0, 0.502721, 0.00422106 ), + 0, 9.23951, 1, 0, 0.499142, -0.00200889 ) ); + // itree = 220 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504806, 0.00135979 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486824, -0.000843914 ), 0, 9.04212, 1, 0, 0.495647, 0.00344073 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488973, -0.00397656 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522361, 0.000198631 ), 0, 8.52592, 1, 0, 0.517137, -0.00510018 ), + 4, 0.048679, 1, 0, 0.501681, 0.0010427 ) ); + // itree = 221 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546679, 0.00404866 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511058, 0.000686043 ), 2, 2, 1, 0, 0.531613, 3.69785e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491576, -0.00135814 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50365, 0.000816793 ), 0, 8.78911, 1, 0, 0.501116, 0.000984159 ), + 0, 8.38523, 1, 0, 0.504312, 0.00368633 ) ); + // itree = 222 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478995, -0.00294504 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501291, 9.09361e-05 ), 0, 9.02616, 1, 0, 0.490878, -0.0111334 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506499, 0.000745313 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491093, -0.00156914 ), 0, 9.0014, 1, 0, 0.498074, -0.00119387 ), + 1, 2, 1, 0, 0.495958, -0.00047086 ) ); + // itree = 223 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457349, -4.63618e-07 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491898, 0.00355173 ), 4, -0.902941, 1, 0, 0.485613, 0.0176553 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494876, -0.0062492 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500206, -0.000806481 ), 5, -0.780594, 1, 0, 0.5, -0.00631897 ), + 4, -0.795882, 1, 0, 0.497773, -0.00260742 ) ); + // itree = 224 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420853, 0.000165777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444499, -0.00517168 ), 3, -0.758676, 1, 0, 0.42337, -0.0030365 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576396, 0.0028474 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580574, 0.000518487 ), 0, 8.67882, 1, 0, 0.579623, 0.00805596 ), + 3, -0.707638, 1, 0, 0.503163, 0.00262807 ) ); + // itree = 225 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435919, 0.00268048 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428713, -0.00114863 ), 2, 2, 1, 0, 0.432876, -0.00128127 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517532, -0.00199206 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.630616, 0.00140569 ), 3, 0.87433, 1, 0, 0.567795, -0.00411654 ), + 3, -0.70791, 1, 0, 0.501208, 0.00151615 ) ); + // itree = 226 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474713, -0.00256242 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497351, -0.000476703 ), 0, 8.28316, 1, 0, 0.495581, -0.0046746 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460707, -0.00232414 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534374, 0.00278382 ), 4, -0.796005, 1, 0, 0.513614, 0.00889244 ), + 1, 4, 1, 0, 0.498136, -0.00140544 ) ); + // itree = 227 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.329444, -0.00313368 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526527, -4.3271e-05 ), 3, -0.896116, 1, 0, 0.49721, -0.00269179 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506735, 0.00441028 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527074, -0.000425829 ), 4, -0.70209, 1, 0, 0.516262, 0.0130385 ), + 5, 0.0492926, 1, 0, 0.499594, -0.000722857 ) ); + // itree = 228 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462998, -0.00576392 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514815, 0.00348047 ), 2, 2, 1, 0, 0.479176, -0.00467298 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499513, 5.38952e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572088, 0.00711142 ), 4, 0.886841, 1, 0, 0.501595, 0.00142861 ), + 5, -0.69014, 1, 0, 0.498852, -0.000982954 ) ); + // itree = 229 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463774, -0.0029817 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532715, 0.00192599 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490074, -0.00147433 ), 0, 8.55361, 1, 0, + 0.494766, -0.00529224 ), + 0, 8.26181, 1, 0, 0.492599, -0.00711303 ) ); + // itree = 230 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511318, 0.000605528 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474376, -0.00366939 ), 2, 2, 1, 0, 0.495363, -4.14321e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509263, 0.00198825 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497062, -0.000100909 ), 0, 8.95205, 1, 0, 0.499863, 0.00294726 ), + 0, 8.69523, 1, 0, 0.498801, -0.000253062 ) ); + // itree = 231 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468937, 0.00249459 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452392, -0.00290876 ), 5, -0.782962, 1, 0, 0.455317, -0.011438 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494739, -0.000223942 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528407, 0.000975395 ), 4, 0.0511286, 1, 0, 0.505971, 0.00107195 ), + 4, -0.796439, 1, 0, 0.498199, -0.000847534 ) ); + // itree = 232 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501769, -6.12453e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511619, 0.00173484 ), 0, 8.93817, 1, 0, 0.505738, 0.00373513 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437399, -0.00265625 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.684794, 0.00440038 ), 3, 0.897322, 1, 0, 0.489887, -0.00555315 ), + 0, 9.26688, 1, 0, 0.500501, 0.000666736 ) ); + // itree = 233 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493949, -0.000879257 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492719, 0.0027913 ), 0, 9.647, 1, 0, 0.493822, -0.00424065 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53351, 0.00334268 ), 5, 0.793101, 1, 0, 0.495893, -0.00298387 ) ); + // itree = 234 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48798, -0.00110426 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509089, 0.00160715 ), 5, -0.691197, 1, 0, 0.506013, 0.00812442 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445393, -0.00460428 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509507, 0.00036892 ), 4, -0.696187, 1, 0, 0.494735, -0.00443292 ), + 2, 2, 1, 0, 0.501222, -6.91529e-05 ) ); + // itree = 235 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.260991, -0.0035324 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.402281, 0.00441778 ), 3, -0.953534, 1, 0, 0.369161, 0.0163196 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483279, -0.00194695 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53459, 0.000519184 ), 0, 8.20497, 1, 0, 0.531241, 0.00167495 ), + 3, -0.895131, 1, 0, 0.50292, 0.00423386 ) ); + // itree = 236 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425337, -0.00538257 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488821, 0.00178718 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506234, -0.000560497 ), 4, -0.712421, 1, 0, + 0.501976, 9.84182e-05 ), + 4, -0.891268, 1, 0, 0.499113, -0.000989004 ) ); + // itree = 237 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465426, -0.0025483 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499102, 2.42483e-05 ), 0, 8.20497, 1, 0, 0.497228, -0.00125233 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518059, -0.000134841 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545782, 0.00665105 ), 5, 0.81798, 1, 0, 0.533958, 0.0219401 ), + 5, 0.782865, 1, 0, 0.499478, 0.000168357 ) ); + // itree = 238 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492393, -5.61388e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519066, -0.00230166 ), 4, 0.796378, 1, 0, 0.497188, -0.00279493 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508884, 0.00135172 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493438, -0.000868227 ), 1, 3, 1, 0, 0.504033, 0.000653264 ), + 2, 2, 1, 0, 0.500095, 1.70789e-06 ) ); + // itree = 239 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474529, 0.00062068 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448682, 0.00560795 ), 4, 0.88698, 1, 0, 0.473727, 0.00492395 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.585531, -0.00341041 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.671797, 0.000206563 ), 3, 0.924231, 1, 0, 0.640334, -0.00652917 ), + 3, 0.89726, 1, 0, 0.502591, 0.00293976 ) ); + // itree = 240 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503111, 0.000774917 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549804, 0.00289162 ), 4, 0.0441182, 1, 0, 0.515159, 0.0124563 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494298, -0.000769289 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502117, 0.00451733 ), 0, 9.70108, 1, 0, 0.495159, -0.0022132 ), + 0, 8.70158, 1, 0, 0.50003, 0.00135956 ) ); + // itree = 241 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501492, 0.000689338 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552976, 0.00752858 ), 2, 3, 1, 0, 0.508102, -0.00343613 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491503, -0.00112969 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478763, -0.00648269 ), 5, 0.790038, 1, 0, 0.490583, -0.00932096 ), + 1, 2, 1, 0, 0.495787, -0.00222647 ) ); + // itree = 242 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492127, 0.00256052 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466943, -0.00280664 ), 0, 9.43266, 1, 0, 0.486911, 0.0120515 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498602, -0.0015173 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518134, 0.00129585 ), 2, 2, 1, 0, 0.507393, -0.00053359 ), + 4, -0.702353, 1, 0, 0.501798, 0.00188385 ) ); + // itree = 243 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487976, -0.00147445 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538304, 0.00367167 ), 2, 3, 1, 0, 0.494266, -0.00033757 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498248, 0.000329018 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534667, 0.00296116 ), 1, 5, 1, 0, 0.500753, 9.15812e-05 ), + 1, 2, 1, 0, 0.498859, 0.000538588 ) ); + // itree = 244 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513025, 0.0022732 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489411, 9.72559e-05 ), 0, 8.89914, 1, 0, 0.498344, 0.00772798 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424594, -0.00212072 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.605621, 0.000578564 ), 3, -0.801014, 1, 0, 0.518289, -0.00460029 ), + 4, 0.0475076, 1, 0, 0.503936, 0.0042717 ) ); + // itree = 245 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443396, -0.00381569 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513299, 0.000110661 ), 4, -0.695169, 1, 0, 0.494772, -0.00865877 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525077, 0.00543472 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499814, 0.000374465 ), 5, -0.783966, 1, 0, 0.501359, 0.00348698 ), + 0, 8.77604, 1, 0, 0.499499, 5.65954e-05 ) ); + // itree = 246 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50849, 0.00314899 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518509, 0.000414864 ), 4, -0.684975, 1, 0, 0.515799, 0.01086 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496911, -0.000641178 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498664, 0.00204669 ), 0, 9.4104, 1, 0, 0.497412, -0.000508192 ), + 0, 8.61819, 1, 0, 0.501097, 0.00177045 ) ); + // itree = 247 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440047, -0.00404257 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478548, 0.00106623 ), 4, -0.848842, 1, 0, 0.458126, -0.00924249 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528813, 0.00177674 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505999, 0.000169792 ), 0, 8.43922, 1, 0, 0.508919, 0.00307367 ), + 4, -0.795259, 1, 0, 0.500909, 0.00113144 ) ); + // itree = 248 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480457, 0.000682777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501626, -0.000942878 ), 4, -0.702722, 1, 0, 0.495958, -0.0032594 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548391, 0.00493397 ), 1, 5, 1, 0, 0.498477, -0.000694454 ) ); + // itree = 249 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483615, 0.002766 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506535, -9.92971e-05 ), 4, -0.796167, 1, 0, 0.503089, 0.00202941 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407153, 0.00154543 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.664444, 0.0123861 ), 3, 0.800594, 1, 0, 0.510418, 0.019349 ), + 0, 9.62217, 1, 0, 0.503921, 0.00399414 ) ); + // itree = 250 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492958, -0.000845928 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510082, 0.00107388 ), 0, 8.31624, 1, 0, 0.508002, 0.00532387 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433511, -0.00333 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.687191, 0.00334612 ), 3, 0.89698, 1, 0, 0.487384, -0.00837474 ), + 0, 9.32976, 1, 0, 0.502193, 0.0014647 ) ); + // itree = 251 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462681, -0.00134767 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508236, 0.000580033 ), 4, -0.796227, 1, 0, 0.500898, 0.00186432 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488663, -0.00370063 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49953, -0.000443396 ), 0, 9.29086, 1, 0, 0.491839, -0.0170156 ), + 2, 3, 1, 0, 0.499911, 0.000396141 ) ); + // itree = 252 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519471, 0.00244987 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499001, -0.00129121 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501761, 0.00052649 ), 0, 8.62692, 1, 0, 0.501326, 0.00054184 ), + 0, 8.17687, 1, 0, 0.502286, 0.00185779 ) ); + // itree = 253 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453582, -0.00340515 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494685, 0.00215856 ), 5, 0.0463565, 1, 0, 0.463516, -0.0129472 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533154, 0.00191972 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507348, -0.000215181 ), 0, 8.67946, 1, 0, 0.513486, 0.00333249 ), + 4, -0.704907, 1, 0, 0.4998, -0.00112635 ) ); + // itree = 254 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519606, 0.00254518 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494348, -0.000766433 ), 0, 8.13708, 1, 0, 0.495517, -0.00338874 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573986, 0.00636223 ), 4, 0.892328, 1, 0, 0.498519, -0.00201147 ) ); + // itree = 255 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457919, -0.00119991 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433739, 0.000335958 ), 0, 8.82797, 1, 0, 0.441569, -0.00231286 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544935, -0.000220053 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.625356, 0.00242576 ), 3, 0.856138, 1, 0, 0.601834, 0.00941456 ), + 3, 0.802208, 1, 0, 0.501167, 0.00204825 ) ); + // itree = 256 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448262, -0.00706767 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499706, -0.00118934 ), 1, 4, 1, 0, 0.47409, -0.0137384 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515266, 0.00135501 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498511, -0.000178087 ), 0, 9.0014, 1, 0, 0.506098, 0.00453616 ), + 5, -0.783074, 1, 0, 0.504196, 0.00280408 ) ); + // itree = 257 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478499, 0.00205045 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484732, -0.00156671 ), 4, -0.845805, 1, 0, 0.483973, -0.00739989 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527671, 0.0016671 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523444, -0.0028194 ), 4, 0.872166, 1, 0, 0.526799, 0.00505369 ), + 4, 0.046733, 1, 0, 0.49598, -0.00390831 ) ); + // itree = 258 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521346, 0.00456517 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509331, 0.00217829 ), 5, -0.828158, 1, 0, 0.515299, 0.0200531 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50001, 3.26367e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528453, 0.00308691 ), 5, 0.810775, 1, 0, 0.501226, 0.000979457 ), + 5, -0.783966, 1, 0, 0.502019, 0.00205396 ) ); + // itree = 259 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411138, 0.0022105 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465503, -0.000944446 ), 3, -0.836011, 1, 0, 0.432143, 0.00549532 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537134, -0.00310598 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.620259, 9.65744e-05 ), 4, 0.0452317, 1, 0, 0.557914, -0.0146663 ), + 3, -0.707496, 1, 0, 0.495668, -0.00468791 ) ); + // itree = 260 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496656, -0.000602249 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520323, 0.00181808 ), 1, 4, 1, 0, 0.500065, 2.39543e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.416873, 0.00346556 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.589699, 4.47096e-05 ), 3, -0.707726, 1, 0, 0.504843, 0.00746085 ), + 0, 9.17431, 1, 0, 0.502004, 0.0019271 ) ); + // itree = 261 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.262839, -0.00819156 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448618, 2.51307e-05 ), 3, -0.938916, 1, 0, 0.42142, -0.00572707 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47104, -0.00517248 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582173, 0.00110169 ), 3, 0.745857, 1, 0, 0.574081, 0.00337718 ), + 3, -0.70737, 1, 0, 0.498954, -0.00110317 ) ); + // itree = 262 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501923, -0.000185995 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473217, -0.0034752 ), 1, 3, 1, 0, 0.492127, -0.000813326 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511167, 0.0025703 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494856, -0.000674741 ), 5, -0.690645, 1, 0, 0.496952, -0.00141717 ), + 0, 8.72796, 1, 0, 0.495745, -0.00409207 ) ); + // itree = 263 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495669, 0.000407249 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473615, -0.00296394 ), 0, 9.51183, 1, 0, 0.491939, 0.000498492 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536764, 0.00328937 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525408, -0.00265688 ), 4, 0.859488, 1, 0, 0.533914, 0.011822 ), + 4, 0.046733, 1, 0, 0.503854, 0.00371289 ) ); + // itree = 264 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489243, -0.00151539 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527782, 0.00211999 ), 2, 3, 1, 0, 0.493416, -0.000703105 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502558, 0.000811239 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484293, -0.00489822 ), 2, 3, 1, 0, 0.50061, 0.00114494 ), + 0, 8.95951, 1, 0, 0.497621, -0.00321214 ) ); + // itree = 265 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500817, 0.00341322 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557263, 0.00114625 ), 3, -0.698881, 1, 0, 0.528792, 0.0234931 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482069, -0.00215566 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501404, 0.000511213 ), 0, 8.88766, 1, 0, 0.496289, -0.00265411 ), + 0, 8.47044, 1, 0, 0.50075, 0.000934459 ) ); + // itree = 266 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495618, 0.00108311 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519237, -0.000730766 ), 4, 0.0484228, 1, 0, 0.502934, 0.00353295 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484787, -0.00203288 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499153, -0.000316276 ), 0, 8.945, 1, 0, 0.493129, -0.00769567 ), + 2, 2, 1, 0, 0.498799, -0.000551483 ) ); + // itree = 267 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.268033, -0.000322391 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.387704, 0.00333083 ), 3, -0.962927, 1, 0, 0.370194, 0.0161135 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529566, 0.000521941 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527572, -0.00183348 ), 1, 3, 1, 0, 0.528904, -0.000245181 ), + 3, -0.895537, 1, 0, 0.501735, 0.00135948 ) ); + // itree = 268 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473025, -0.00198442 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518723, 0.000919695 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495545, -0.000612844 ), 0, 8.66029, 1, 0, + 0.49955, -0.00124814 ), + 0, 8.20497, 1, 0, 0.498061, -0.00231351 ) ); + // itree = 269 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457593, -0.00356615 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506124, 0.00123445 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493358, -0.0013513 ), 1, 3, 1, 0, 0.501618, 0.00165702 ), + 0, 8.12827, 1, 0, 0.499629, 0.000250835 ) ); + // itree = 270 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.218889, -0.0113566 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41516, -0.000602524 ), 3, -0.962922, 1, 0, 0.401919, -0.006941 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550626, 0.00198127 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.603641, -0.000472906 ), 4, 0.0438924, 1, 0, 0.562952, 0.00916789 ), + 3, -0.801163, 1, 0, 0.503126, 0.00318322 ) ); + // itree = 271 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508893, 0.00355541 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514344, -3.85185e-05 ), 4, -0.689976, 1, 0, 0.512891, 0.00865728 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494926, -0.000820597 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507364, 0.00911849 ), 0, 9.97751, 1, 0, 0.495352, -0.00342371 ), + 0, 8.69274, 1, 0, 0.499485, -0.00057732 ) ); + // itree = 272 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.331258, -0.0026467 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527951, 1.78274e-05 ), 3, -0.896055, 1, 0, 0.496153, -0.00225886 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544732, 0.00391375 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512846, 0.00106992 ), 0, 8.91211, 1, 0, 0.524752, 0.0161935 ), + 1, 4, 1, 0, 0.500219, 0.00108303 ) ); + // itree = 273 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493549, 0.0025248 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462845, -0.00403368 ), 0, 9.53235, 1, 0, 0.488945, 0.0121792 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507141, -0.000627975 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508826, 0.00169562 ), 0, 9.4152, 1, 0, 0.507514, -0.00200472 ), + 4, -0.705253, 1, 0, 0.502455, 0.00185955 ) ); + // itree = 274 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411865, -0.00199133 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444753, 0.0011282 ), 4, 0.796318, 1, 0, 0.417577, -0.00911107 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525821, 0.00227212 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593422, 0.000261084 ), 3, 0.79763, 1, 0, 0.577142, 0.00509162 ), + 3, -0.707682, 1, 0, 0.499041, -0.00186002 ) ); + // itree = 275 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429232, -0.000381415 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.434452, 0.00162009 ), 1, 2, 1, 0, 0.432939, 0.00175192 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516525, -0.00190438 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.63061, 0.00105802 ), 3, 0.874841, 1, 0, 0.567237, -0.00456257 ), + 3, -0.707596, 1, 0, 0.500666, 0.000880682 ) ); + // itree = 276 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508483, 0.00109195 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511891, -0.00199378 ), 1, 5, 1, 0, 0.508644, -0.000227584 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496998, -0.000544412 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461646, -0.00910886 ), 0, 9.8574, 1, 0, 0.492248, -0.00567419 ), + 0, 9.27029, 1, 0, 0.503354, 0.00293884 ) ); + // itree = 277 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471, -0.000677347 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47397, 0.0013569 ), 1, 2, 1, 0, 0.473035, 0.000162012 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582482, -0.00483559 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.696634, 0.00156472 ), 3, 0.933222, 1, 0, 0.638697, -0.0104103 ), + 3, 0.89726, 1, 0, 0.501187, 0.00193613 ) ); + // itree = 278 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495, 0.00103515 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460115, -0.000159804 ), 0, 8.84019, 1, 0, 0.472013, 0.002582 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551911, -0.00686101 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.657516, -0.00112332 ), 3, 0.913762, 1, 0, 0.631689, -0.0145892 ), + 3, 0.89579, 1, 0, 0.500472, -0.000478476 ) ); + // itree = 279 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499743, -0.000360899 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494713, -0.00253732 ), 0, 8.34564, 1, 0, 0.497565, -0.0121776 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492845, 0.00563102 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500717, -2.86929e-05 ), 4, -0.892817, 1, 0, 0.500412, 0.000868323 ), + 0, 8.5443, 1, 0, 0.499935, -0.00131778 ) ); + // itree = 280 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467461, -0.000376364 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.637212, -0.00248221 ), 3, 0.896957, 1, 0, 0.494927, -0.00419877 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535703, 0.00327081 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499554, -0.00108737 ), 0, 8.95822, 1, 0, 0.514257, 0.007974 ), + 1, 4, 1, 0, 0.497585, -0.000967691 ) ); + // itree = 281 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484634, -0.00154912 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499536, 8.71537e-05 ), 5, -0.690034, 1, 0, 0.497609, -0.000700734 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546885, 0.00492219 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50513, 0.00193722 ), 0, 8.90281, 1, 0, 0.521223, 0.0191561 ), + 2, 3, 1, 0, 0.500147, -4.86781e-05 ) ); + // itree = 282 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419823, -0.00543148 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506639, -0.000548813 ), 4, -0.779019, 1, 0, 0.492435, -0.0125927 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464564, 0.000354125 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.642629, -0.00252015 ), 3, 0.897308, 1, 0, 0.498324, -0.000644715 ), + 0, 8.72195, 1, 0, 0.496819, -0.0036994 ) ); + // itree = 283 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419987, 0.000201269 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420856, -0.0025949 ), 2, 2, 1, 0, 0.420355, -0.000953231 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543465, 0.00142318 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.64344, -0.00115706 ), 3, 0.901111, 1, 0, 0.575619, 0.00445699 ), + 3, -0.70727, 1, 0, 0.498703, -0.000643654 ) ); + // itree = 284 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490706, 0.00267237 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467175, -0.00178743 ), 1, 4, 1, 0, 0.486376, 0.00407528 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502726, -0.000408357 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553477, 0.00263841 ), 5, 0.0492334, 1, 0, 0.506984, -0.000982491 ), + 4, -0.70241, 1, 0, 0.501422, 0.00235122 ) ); + // itree = 285 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485388, -0.00170879 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524904, 0.00151727 ), 5, 0.0456227, 1, 0, 0.490097, -0.0113348 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43361, -0.00666146 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506876, 0.00137375 ), 4, -0.891268, 1, 0, 0.503548, 0.0051325 ), + 0, 8.91595, 1, 0, 0.498359, -0.00122066 ) ); + // itree = 286 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460178, -0.00344052 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472424, -0.000919632 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519599, 0.0016218 ), 4, -0.705343, 1, 0, 0.506555, 0.00568776 ), + 0, 8.17687, 1, 0, 0.504092, 0.00352463 ) ); + // itree = 287 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435658, -7.30457e-06 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440542, -0.00243694 ), 2, 2, 1, 0, 0.437823, -0.000328294 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58985, -0.00120485 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.603202, 0.00291192 ), 2, 2, 1, 0, 0.595116, -0.00117291 ), + 3, 0.802058, 1, 0, 0.497151, -0.00334663 ) ); + // itree = 288 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.316598, -0.00586863 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413796, -0.00107352 ), 4, -0.796227, 1, 0, 0.396656, -0.0113231 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552468, 0.00155012 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562565, -0.00113584 ), 0, 9.03062, 1, 0, 0.55763, 0.00343741 ), + 3, -0.80209, 1, 0, 0.498741, -0.00196244 ) ); + // itree = 289 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509748, 0.000259744 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488687, -0.00181207 ), 0, 8.52794, 1, 0, 0.494262, -0.00852687 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.416459, -0.00107323 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.622893, 0.0023569 ), 3, 0.802208, 1, 0, 0.498631, 0.00104521 ), + 0, 9.1746, 1, 0, 0.496014, -0.00468913 ) ); + // itree = 290 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466718, -0.00143242 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511073, 0.00170813 ), 4, -0.701993, 1, 0, 0.494181, 0.00345528 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514559, -0.000687588 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508999, -0.00568953 ), 4, 0.870532, 1, 0, 0.513431, -0.00986324 ), + 4, 0.047128, 1, 0, 0.499586, -0.000283707 ) ); + // itree = 291 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446789, 0.00229311 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562696, -0.000950817 ), 3, -0.706946, 1, 0, 0.505841, 0.0041629 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509356, 0.000389939 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490554, -0.00127243 ), 0, 8.65759, 1, 0, 0.4946, -0.00457734 ), + 1, 2, 1, 0, 0.497926, 0.000101697 ) ); + // itree = 292 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43896, -0.00462918 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48144, 0.00179755 ), 4, -0.834657, 1, 0, 0.453251, -0.0132651 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496111, -0.00423045 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508472, 0.000673863 ), 5, -0.78285, 1, 0, 0.507982, 0.00320996 ), + 4, -0.798862, 1, 0, 0.49983, 0.000756241 ) ); + // itree = 293 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490486, -0.00124191 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537357, 0.00309644 ), 5, 0.792653, 1, 0, 0.492898, -0.0075223 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497686, 0.000931044 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535258, 0.00765665 ), 5, 0.0435014, 1, 0, 0.5024, 0.00698867 ), + 0, 9.27698, 1, 0, 0.495942, -0.00287367 ) ); + // itree = 294 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475872, -0.00164028 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505488, 0.00109798 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499038, -9.70711e-05 ), 2, 2, 1, 0, 0.502767, 0.00283769 ), + 0, 8.20497, 1, 0, 0.50116, 0.00249222 ) ); + // itree = 295 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509927, 0.00182457 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.330432, -0.00363756 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530968, -4.87901e-05 ), 3, -0.89604, 1, 0, + 0.496251, -0.00350684 ), + 0, 8.24309, 1, 0, 0.49714, -0.00207021 ) ); + // itree = 296 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.349349, 0.00795752 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511673, -0.000590432 ), 3, -0.895259, 1, 0, 0.479162, 0.0054867 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500926, -0.000878693 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496865, -0.00425576 ), 1, 4, 1, 0, 0.500421, -0.00378764 ), + 4, -0.703513, 1, 0, 0.494619, -0.00439221 ) ); + // itree = 297 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475619, -0.0018633 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476016, 0.00441983 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502458, 0.000136867 ), 4, -0.89294, 1, 0, + 0.501479, 0.00165513 ), + 0, 8.20497, 1, 0, 0.499947, 0.000430482 ) ); + // itree = 298 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.381183, -0.00417355 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411386, 0.00088538 ), 1, 2, 1, 0, 0.403656, -0.0040769 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500451, 0.00230685 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577596, 0.000502628 ), 3, 0.734544, 1, 0, 0.559851, 0.0061793 ), + 3, -0.802184, 1, 0, 0.5025, 0.0029241 ) ); + // itree = 299 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.311828, -0.00388334 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.378236, 0.00470492 ), 1, 2, 1, 0, 0.363233, 0.0115142 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52749, -0.000104512 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528388, -0.00575762 ), 1, 5, 1, 0, 0.527531, 0.000350875 ), + 3, -0.896324, 1, 0, 0.499473, 0.00052647 ) ); + // itree = 300 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493626, -0.000762133 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499262, 0.000820945 ), 0, 9.21199, 1, 0, 0.495707, -0.0023457 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509529, 0.00177434 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505375, -0.00275531 ), 5, 0.793101, 1, 0, 0.509008, 0.00791774 ), + 1, 3, 1, 0, 0.50036, 0.00110187 ) ); + // itree = 301 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.374886, -0.00284277 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467985, 0.00190854 ), 3, -0.847046, 1, 0, 0.397462, -0.00945699 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560217, 0.00131027 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.628411, 0.00682834 ), 1, 5, 1, 0, 0.563214, 0.00445287 ), + 3, -0.80209, 1, 0, 0.502102, 0.00277065 ) ); + // itree = 302 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549676, 0.00381665 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497333, -0.000504446 ), 2, 2, 1, 0, 0.526408, -0.000280557 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482607, -0.00288563 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500846, 0.000630318 ), 0, 8.57675, 1, 0, 0.499762, 0.00182304 ), + 0, 8.43922, 1, 0, 0.503093, 0.00403103 ) ); + // itree = 303 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443667, 0.000159679 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583444, -0.00515424 ), 3, 0.894363, 1, 0, 0.486031, -0.00791004 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498493, 0.000234365 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551863, 0.00270577 ), 4, 0.796064, 1, 0, 0.504872, 0.00326035 ), + 5, -0.691533, 1, 0, 0.502561, 0.00189023 ) ); + // itree = 304 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503477, 0.000611688 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551881, 0.00267914 ), 4, 0.0522709, 1, 0, 0.517155, 0.0107548 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47521, -0.00306477 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501351, 0.000248637 ), 5, -0.690645, 1, 0, 0.498079, -0.000801685 ), + 0, 8.70158, 1, 0, 0.502626, 0.00195279 ) ); + // itree = 305 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505512, 0.000600908 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496762, -0.000612835 ), 1, 2, 1, 0, 0.499281, 0.00017459 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469406, -0.000663242 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522978, 0.00556662 ), 4, -0.702234, 1, 0, 0.508622, 0.0143376 ), + 0, 9.49949, 1, 0, 0.500899, 0.0010393 ) ); + // itree = 306 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444758, -0.00396707 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495267, 2.8324e-05 ), 4, -0.843308, 1, 0, 0.489248, -0.00244933 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534176, 0.00228795 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518298, -0.00503852 ), 5, 0.773086, 1, 0, 0.532367, 0.00916296 ), + 4, 0.0466187, 1, 0, 0.501455, 0.000838129 ) ); + // itree = 307 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498355, 0.00600152 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531849, 0.00247753 ), 4, 0.795441, 1, 0, 0.516341, 0.0243331 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.397003, -0.0019884 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555094, 0.00013838 ), 3, -0.801685, 1, 0, 0.497969, -0.00390052 ), + 5, -0.783074, 1, 0, 0.499039, -0.00225718 ) ); + // itree = 308 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497447, 0.00620001 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522094, 0.000455606 ), 4, 0.796334, 1, 0, 0.510684, 0.0178129 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480166, 0.0038763 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496473, -0.000855547 ), 4, -0.889235, 1, 0, 0.495987, -0.00472197 ), + 5, -0.783942, 1, 0, 0.49682, -0.00344438 ) ); + // itree = 309 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448142, -0.000562599 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52082, -0.00192592 ), 3, -0.788125, 1, 0, 0.493194, -0.0134592 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475047, -0.00242706 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502912, 0.000636325 ), 0, 8.76449, 1, 0, 0.500594, 0.00151006 ), + 0, 8.64207, 1, 0, 0.499028, -0.0016577 ) ); + // itree = 310 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488451, -0.0016349 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50022, 0.000410624 ), 0, 9.15609, 1, 0, 0.493505, -0.00669217 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515858, 0.00200262 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501048, -6.37926e-05 ), 0, 8.95489, 1, 0, 0.507189, 0.00641855 ), + 2, 2, 1, 0, 0.499271, -8.54813e-05 ) ); + // itree = 311 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481663, -0.00140093 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504245, 0.000833065 ), 0, 8.14088, 1, 0, 0.503142, 0.00414865 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509663, -0.00508107 ), 4, 0.888148, 1, 0, 0.503404, 0.0028388 ) ); + // itree = 312 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519964, 0.00295569 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494449, -0.00115559 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50239, 0.000504356 ), 0, 8.73159, 1, 0, 0.5006, -0.000281825 ), + 0, 8.14088, 1, 0, 0.501556, 0.00129086 ) ); + // itree = 313 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497078, -0.000318633 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493597, -0.00378776 ), 1, 5, 1, 0, 0.496944, -0.000863945 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566532, 0.00901718 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510051, -0.00112541 ), 1, 4, 1, 0, 0.537426, 0.00465209 ), + 5, 0.793351, 1, 0, 0.499075, -0.0014991 ) ); + // itree = 314 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479648, 0.000148825 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.680614, 0.00430234 ), 3, 0.896351, 1, 0, 0.505276, 0.00379924 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520265, 0.0015107 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488077, -0.00189666 ), 0, 8.39924, 1, 0, 0.491594, -0.00828538 ), + 1, 2, 1, 0, 0.495582, 0.000435034 ) ); + // itree = 315 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42435, -0.000971551 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436154, 0.00217873 ), 1, 2, 1, 0, 0.432721, 0.00212954 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544727, -0.0011337 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.718571, 0.00385933 ), 3, 0.93935, 1, 0, 0.568365, -0.00391042 ), + 3, -0.706735, 1, 0, 0.501599, 0.00184387 ) ); + // itree = 316 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491513, -0.00088485 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504836, 0.00079827 ), 2, 2, 1, 0, 0.497301, -0.000925497 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.569661, 0.00525842 ), 4, 0.890019, 1, 0, 0.500182, -7.7101e-05 ) ); + // itree = 317 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516533, 0.00157307 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502732, 0.000350976 ), 2, 2, 1, 0, 0.510495, -4.21136e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.417201, -0.00991781 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500137, -0.000392818 ), 4, -0.891391, 1, 0, 0.49648, -0.00374327 ), + 0, 8.96393, 1, 0, 0.502372, 0.00151632 ) ); + // itree = 318 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511826, 0.00261868 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460266, -0.00974919 ), 0, 9.42611, 1, 0, 0.50138, 0.00721276 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496579, -0.000503428 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49575, -0.00532038 ), 1, 5, 1, 0, 0.496549, -0.00189499 ), + 5, -0.691826, 1, 0, 0.497153, -0.00278056 ) ); + // itree = 319 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508467, -6.50653e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454083, -0.00484243 ), 2, 2, 1, 0, 0.486002, -0.000164314 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511599, 0.00135751 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49796, -7.81324e-05 ), 0, 8.79599, 1, 0, 0.500821, 0.00206903 ), + 0, 8.39114, 1, 0, 0.499233, -0.000192001 ) ); + // itree = 320 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483507, -0.00162915 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507631, 0.000951197 ), 0, 8.32212, 1, 0, 0.503816, 0.00332151 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480678, -0.00209138 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528301, 0.00115552 ), 4, 0.0468818, 1, 0, 0.494172, -0.00529925 ), + 0, 9.11147, 1, 0, 0.499435, -0.000594748 ) ); + // itree = 321 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466626, -0.000319722 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.638707, 0.00197623 ), 3, 0.89725, 1, 0, 0.493261, -8.88112e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493544, 0.00383908 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.678235, -0.0026132 ), 3, 0.894919, 1, 0, 0.544827, 0.0137735 ), + 4, 0.796457, 1, 0, 0.501297, 0.00207167 ) ); + // itree = 322 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500165, 0.000259251 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49384, -0.00221569 ), 2, 3, 1, 0, 0.499462, 0.000410269 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486092, -0.00436782 ), 1, 5, 1, 0, 0.498824, -0.00108153 ) ); + // itree = 323 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504588, 0.00129278 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503583, 0.000497309 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492398, -0.00123842 ), 1, 2, 1, 0, 0.49569, -0.00380391 ), + 0, 8.19324, 1, 0, 0.496199, -0.00336412 ) ); + // itree = 324 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.427444, 0.000806262 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523146, 0.00590831 ), 3, -0.745782, 1, 0, 0.434283, 0.00782995 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514069, -0.00208048 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.619746, 0.000977961 ), 3, 0.862311, 1, 0, 0.56705, -0.00428863 ), + 3, -0.707496, 1, 0, 0.500858, 0.0017532 ) ); + // itree = 325 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51085, 0.00443581 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499185, 8.60917e-05 ), 5, -0.77209, 1, 0, 0.499878, 0.00210203 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515933, -0.00497726 ), 4, 0.892405, 1, 0, 0.500456, 0.00107827 ) ); + // itree = 326 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.398761, 0.00153125 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510037, -0.00135321 ), 3, -0.889965, 1, 0, 0.49369, -0.00794192 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40468, -0.000976589 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59335, 0.0016063 ), 3, -0.707987, 1, 0, 0.50078, 0.00161118 ), + 0, 8.96393, 1, 0, 0.497796, -0.00240974 ) ); + // itree = 327 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478194, 0.00153773 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504745, -0.000196697 ), 4, -0.796517, 1, 0, 0.500673, 0.000361855 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467668, -0.00731737 ), 0, 9.81689, 1, 0, 0.498995, -0.000798238 ) ); + // itree = 328 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419112, 0.001303 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.330325, -0.00800029 ), 0, 9.70487, 1, 0, 0.411488, 0.00549239 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550015, 5.95423e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543109, -0.00343799 ), 1, 3, 1, 0, 0.547759, -0.0040639 ), + 3, -0.80209, 1, 0, 0.497631, -0.00231 ) ); + // itree = 329 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497886, -0.000577956 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51767, 0.00338052 ), 0, 8.83428, 1, 0, 0.511278, 0.0103545 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410518, 0.000483156 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548412, -0.00119539 ), 3, -0.800985, 1, 0, 0.495377, -0.00360756 ), + 1, 2, 1, 0, 0.499968, -0.000609696 ) ); + // itree = 330 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463318, -0.00138056 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514334, 0.00349354 ), 5, 0.791857, 1, 0, 0.468768, -0.00544946 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437523, 0.00212072 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559362, 0.000214712 ), 3, -0.801258, 1, 0, 0.514374, 0.00579998 ), + 4, -0.703881, 1, 0, 0.50207, 0.00276502 ) ); + // itree = 331 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509471, 0.000993472 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495569, -0.000709821 ), 0, 8.86635, 1, 0, 0.500372, 0.000655742 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505827, 0.000764099 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525708, 0.011125 ), 0, 9.63567, 1, 0, 0.507829, 0.00786382 ), + 2, 2, 1, 0, 0.503541, 3.30105e-05 ) ); + // itree = 332 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421252, -0.00201104 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576252, 0.0011803 ), 3, -0.705727, 1, 0, 0.500574, -0.00268813 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474652, 0.00151254 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.636685, -0.000625242 ), 3, 0.897322, 1, 0, 0.505396, 0.00722822 ), + 1, 2, 1, 0, 0.503985, 0.000990188 ) ); + // itree = 333 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524393, 0.00301933 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470904, 0.00034645 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.633223, -0.00216482 ), 3, 0.895215, 1, 0, + 0.50015, -0.000249537 ), + 0, 8.17687, 1, 0, 0.501462, 0.00149698 ) ); + // itree = 334 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452311, 0.000748846 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.585363, -0.000787265 ), 3, 0.80294, 1, 0, 0.500856, 0.00137796 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487556, -0.00279834 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5125, 0.000565587 ), 0, 9.26905, 1, 0, 0.495594, -0.0132928 ), + 5, 0.0491036, 1, 0, 0.50018, -0.000506328 ) ); + // itree = 335 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484917, 0.002194 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469692, -0.00273733 ), 5, 0.791569, 1, 0, 0.48324, 0.010379 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508595, -1.61046e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499038, -0.00310209 ), 2, 3, 1, 0, 0.50743, -0.00135362 ), + 4, -0.705316, 1, 0, 0.500877, 0.00125837 ) ); + // itree = 336 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500091, 0.00538516 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470934, 0.00104956 ), 1, 3, 1, 0, 0.483995, 0.00680449 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45026, -0.000840015 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.610911, 0.00106327 ), 3, 0.802667, 1, 0, 0.503953, -0.00153471 ), + 4, -0.79305, 1, 0, 0.500761, 0.00162568 ) ); + // itree = 337 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488787, -0.00119973 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557668, 0.00978886 ), 5, -0.818377, 1, 0, 0.518143, 0.0214468 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488369, -0.00149564 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501128, 0.000111754 ), 0, 8.33755, 1, 0, 0.499955, -0.000754224 ), + 5, -0.783074, 1, 0, 0.50107, 0.000606909 ) ); + // itree = 338 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481428, 0.000436082 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498435, -0.00186054 ), 4, -0.699438, 1, 0, 0.49334, -0.00771009 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517803, 0.00230419 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493081, -0.000710569 ), 1, 2, 1, 0, 0.500908, 0.000403668 ), + 2, 2, 1, 0, 0.496552, 0.000115568 ) ); + // itree = 339 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45349, 0.00191288 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449076, -0.000331465 ), 4, 0.0458208, 1, 0, 0.452289, 0.00844054 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524238, -0.00354876 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.613302, 0.000537735 ), 3, 0.855319, 1, 0, 0.587777, -0.00446002 ), + 3, 0.80142, 1, 0, 0.502907, 0.00362088 ) ); + // itree = 340 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491274, -0.00111907 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492329, 0.000691826 ), 1, 2, 1, 0, 0.491971, 0.00141955 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514847, -0.00095568 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512505, -0.00449253 ), 5, 0.046157, 1, 0, 0.514345, -0.0106641 ), + 4, 0.0451339, 1, 0, 0.498333, -0.00273303 ) ); + // itree = 341 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494884, -0.000736967 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53373, 0.00381231 ), 5, 0.793219, 1, 0, 0.496579, -0.00351473 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536595, 0.00346996 ), 1, 5, 1, 0, 0.498438, -0.00134839 ) ); + // itree = 342 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47084, -0.00252281 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461784, -0.000236509 ), 0, 8.56122, 1, 0, 0.463457, -0.00560038 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584092, -0.00227901 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.702687, 0.00592914 ), 3, 0.92424, 1, 0, 0.65878, 0.0138574 ), + 3, 0.89725, 1, 0, 0.497434, -0.0022156 ) ); + // itree = 343 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506378, 0.00142175 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542909, 0.00327684 ), 0, 8.14041, 1, 0, 0.527061, 0.0246485 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435272, -0.00608318 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503329, 0.000470569 ), 4, -0.892962, 1, 0, 0.500729, 0.00151888 ), + 0, 8.38523, 1, 0, 0.50354, 0.00398826 ) ); + // itree = 344 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508018, -1.15439e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548673, 0.00473462 ), 0, 8.45808, 1, 0, 0.521585, 0.0140072 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497846, -6.10178e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486812, -0.00338726 ), 2, 3, 1, 0, 0.496657, -0.00199815 ), + 0, 8.61057, 1, 0, 0.501454, 0.00108949 ) ); + // itree = 345 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468298, -0.001068 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516208, 0.00120488 ), 4, -0.703513, 1, 0, 0.504976, 0.00439612 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514441, 0.00235645 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482581, -0.00405051 ), 5, 0.744412, 1, 0, 0.489711, -0.0155156 ), + 5, 0.0497204, 1, 0, 0.50306, 0.00189704 ) ); + // itree = 346 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508672, 0.00277236 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542498, 0.00600669 ), 5, -0.826912, 1, 0, 0.525661, 0.0260038 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51949, 0.00137709 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501406, 0.000244444 ), 0, 8.38216, 1, 0, 0.503265, 0.00271363 ), + 5, -0.782738, 1, 0, 0.504599, 0.00410132 ) ); + // itree = 347 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.288097, -0.000929258 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.405119, 0.00303623 ), 3, -0.941464, 1, 0, 0.359982, 0.00883634 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527468, -0.000218522 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523437, -0.00337999 ), 1, 4, 1, 0, 0.526948, -0.00396971 ), + 3, -0.896497, 1, 0, 0.498846, -0.00184315 ) ); + // itree = 348 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502754, 0.000335419 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495404, -0.00342193 ), 5, 0.793696, 1, 0, 0.502385, 0.0010868 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486692, -0.00118598 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516694, 0.00567235 ), 1, 2, 1, 0, 0.507763, 0.0126777 ), + 0, 9.57363, 1, 0, 0.503103, 0.00260014 ) ); + // itree = 349 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.329896, -0.00343457 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528727, -0.000108448 ), 3, -0.896147, 1, 0, 0.4976, -0.00345799 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451001, 0.00394672 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582345, 0.000232824 ), 3, -0.706774, 1, 0, 0.516517, 0.0132605 ), + 1, 4, 1, 0, 0.500313, 0.00172406 ) ); + // itree = 350 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481691, 0.000517849 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441131, -0.00135188 ), 0, 9.31866, 1, 0, 0.470521, 0.00124299 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595273, -0.00279747 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.672861, 0.00376351 ), 5, -0.693262, 1, 0, 0.656521, 0.0132254 ), + 3, 0.896302, 1, 0, 0.503424, 0.00336264 ) ); + // itree = 351 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466588, 0.000232756 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515445, -0.0034101 ), 3, -0.701493, 1, 0, 0.491269, -0.0156416 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495073, -0.000548057 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539091, 0.00496765 ), 5, 0.793231, 1, 0, 0.497489, -0.00139038 ), + 0, 8.65759, 1, 0, 0.496141, -0.004479 ) ); + // itree = 352 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.423905, 0.000600585 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41803, -0.00297645 ), 2, 2, 1, 0, 0.421417, 0.00103563 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567165, 0.0027047 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583493, 0.000333396 ), 4, -0.703685, 1, 0, 0.578615, 0.00655722 ), + 3, -0.707539, 1, 0, 0.500842, 0.0006473 ) ); + // itree = 353 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453345, -0.00160589 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508495, -0.0028895 ), 3, -0.694788, 1, 0, 0.48156, -0.0220165 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496704, -0.000844627 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502075, 0.00162213 ), 0, 9.3553, 1, 0, 0.498255, -0.00220596 ), + 0, 8.33755, 1, 0, 0.49673, -0.00401578 ) ); + // itree = 354 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481052, 0.00561813 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59677, -0.00239249 ), 3, 0.895406, 1, 0, 0.516887, 0.0206754 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498589, -0.000342218 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526644, 0.00381971 ), 2, 3, 1, 0, 0.501872, -0.000122893 ), + 5, -0.69014, 1, 0, 0.503736, 0.0029987 ) ); + // itree = 355 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484466, -0.00201826 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502511, 0.0001866 ), 2, 2, 1, 0, 0.492273, -0.000138062 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517398, 0.00255877 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488283, -0.00208847 ), 0, 9.28917, 1, 0, 0.501745, 0.00202834 ), + 0, 8.96379, 1, 0, 0.497738, -0.00282417 ) ); + // itree = 356 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.401923, -0.000405679 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538478, 0.00226026 ), 3, -0.884889, 1, 0, 0.51768, 0.0163475 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494138, -0.000800403 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565776, 0.00413372 ), 4, 0.892328, 1, 0, 0.497287, -0.00314422 ), + 0, 8.80726, 1, 0, 0.503437, 0.00273425 ) ); + // itree = 357 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443421, -0.00249986 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419037, -0.000298758 ), 0, 8.45403, 1, 0, 0.422377, -0.00509456 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578828, 0.00365248 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576089, -0.000205159 ), 0, 8.48789, 1, 0, 0.57649, 0.00429711 ), + 3, -0.707682, 1, 0, 0.500078, -0.000359437 ) ); + // itree = 358 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494822, 0.002517 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515951, 0.000593976 ), 4, -0.698999, 1, 0, 0.510076, 0.0081216 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481506, -0.00280277 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504267, 0.0012639 ), 1, 3, 1, 0, 0.489474, -0.00604758 ), + 0, 9.30464, 1, 0, 0.503873, 0.00394203 ) ); + // itree = 359 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468147, -0.00280793 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498034, -0.000524123 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521463, 0.0020471 ), 5, 0.050952, 1, 0, 0.500987, -0.00122092 ), + 0, 8.22123, 1, 0, 0.499046, -0.00275865 ) ); + // itree = 360 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399229, 0.00129011 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537297, -0.000305973 ), 3, -0.800782, 1, 0, 0.492151, 0.00121178 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50202, -0.00286727 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523094, -0.000132897 ), 0, 8.72818, 1, 0, 0.517886, -0.00701785 ), + 4, 0.0459085, 1, 0, 0.499339, -0.00108671 ) ); + // itree = 361 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494533, -0.000170849 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51066, 0.00307856 ), 1, 4, 1, 0, 0.496433, 0.00244864 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505691, -0.00468753 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533947, -0.000333107 ), 1, 3, 1, 0, 0.521427, -0.00602103 ), + 4, 0.798373, 1, 0, 0.500241, -0.000934586 ) ); + // itree = 362 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504187, -0.000124478 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476958, -0.0042333 ), 0, 9.42023, 1, 0, 0.498097, -0.00454813 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448823, 0.00134158 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.587782, -0.000531318 ), 3, 0.801035, 1, 0, 0.503922, 0.00393601 ), + 1, 2, 1, 0, 0.502226, -0.000574326 ) ); + // itree = 363 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426393, -0.000564541 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582567, 0.00218281 ), 3, -0.706838, 1, 0, 0.505434, 0.0051986 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513461, 0.00125912 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491674, -0.00133983 ), 0, 8.33755, 1, 0, 0.493662, -0.00606877 ), + 1, 2, 1, 0, 0.49707, 2.93803e-05 ) ); + // itree = 364 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54166, 0.00286347 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504553, 0.000443233 ), 2, 2, 1, 0, 0.525585, 0.000585579 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498933, 0.000279362 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533327, 0.00320438 ), 1, 5, 1, 0, 0.500634, 0.00303507 ), + 0, 8.47021, 1, 0, 0.504005, 0.00456897 ) ); + // itree = 365 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521196, 0.00213899 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484741, -0.00158458 ), 0, 9.30096, 1, 0, 0.510231, 0.00900349 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477494, -0.0017908 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526177, 0.000629802 ), 4, 0.0462377, 1, 0, 0.493676, -0.00623917 ), + 1, 2, 1, 0, 0.498504, 3.69617e-05 ) ); + // itree = 366 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479839, -0.00188509 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456502, -0.00186306 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511921, 0.00110114 ), 4, -0.799135, 1, 0, + 0.503482, 0.00403596 ), + 0, 8.31257, 1, 0, 0.501512, 0.00207805 ) ); + // itree = 367 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467421, 0.00151652 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45552, -0.00298243 ), 5, -0.686345, 1, 0, 0.458811, -0.0103913 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429847, 0.00141558 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552609, -0.000315647 ), 3, -0.802184, 1, 0, 0.508371, 0.00187795 ), + 4, -0.79779, 1, 0, 0.500894, 2.68625e-05 ) ); + // itree = 368 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503688, 0.00106421 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51528, -0.000965479 ), 4, 0.0407224, 1, 0, 0.506956, 0.00399797 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489648, -0.00178071 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505389, 0.00114524 ), 1, 3, 1, 0, 0.495204, -0.00345026 ), + 0, 9.0014, 1, 0, 0.500475, -0.000210949 ) ); + // itree = 369 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443021, -0.00357038 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46909, -5.66397e-05 ), 0, 9.10172, 1, 0, 0.456133, -0.0134878 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458094, 0.000310668 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.619289, 0.00269551 ), 3, 0.802564, 1, 0, 0.512551, 0.00678574 ), + 4, -0.796397, 1, 0, 0.503942, 0.00369219 ) ); + // itree = 370 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497828, -0.000174371 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517249, 0.00262181 ), 1, 4, 1, 0, 0.499756, -5.26441e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504014, -0.0031278 ), 1, 5, 1, 0, 0.499964, -0.00111861 ) ); + // itree = 371 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421021, -0.0084232 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535712, 0.000644525 ), 4, -0.795659, 1, 0, 0.48376, -0.0192117 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505605, 0.000890609 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49895, -0.0012534 ), 5, 0.0553869, 1, 0, 0.504696, 0.0038075 ), + 5, -0.783966, 1, 0, 0.503486, 0.00247705 ) ); + // itree = 372 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484002, -0.0019019 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506572, 0.000489238 ), 2, 2, 1, 0, 0.494131, -0.000323861 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504301, 0.000210005 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518062, 0.00382043 ), 0, 9.16169, 1, 0, 0.510023, 0.00772726 ), + 1, 3, 1, 0, 0.49965, -0.000727399 ) ); + // itree = 373 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495494, 8.09159e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543318, 0.00245364 ), 4, 0.802793, 1, 0, 0.500902, 0.00213335 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519101, -0.00408894 ), 4, 0.892328, 1, 0, 0.501573, 0.00123842 ) ); + // itree = 374 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471245, -8.3779e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437569, -0.00312056 ), 5, 0.053617, 1, 0, 0.467481, -0.00270057 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612131, -0.000337006 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.768212, 0.00841677 ), 3, 0.950511, 1, 0, 0.65759, 0.00974416 ), + 3, 0.896583, 1, 0, 0.500243, -0.000555943 ) ); + // itree = 375 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493778, -0.00144063 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520884, 0.00378226 ), 5, -0.826966, 1, 0, 0.514001, 0.0156278 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449763, 0.000396855 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.588786, -0.00113041 ), 3, 0.800487, 1, 0, 0.499406, -0.00075106 ), + 5, -0.693377, 1, 0, 0.501209, 0.00127266 ) ); + // itree = 376 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480972, 0.000901497 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503397, -0.000891422 ), 4, -0.70241, 1, 0, 0.497192, -0.00260761 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499871, -0.00172469 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457578, -0.0078487 ), 1, 3, 1, 0, 0.487384, -0.00709102 ), + 2, 3, 1, 0, 0.496115, -0.000476517 ) ); + // itree = 377 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490081, -0.00138991 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498225, -8.63049e-05 ), 0, 8.81073, 1, 0, 0.495741, -0.00413919 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547551, 0.00484434 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505493, 0.000579261 ), 0, 8.8114, 1, 0, 0.518691, 0.0136954 ), + 2, 3, 1, 0, 0.498221, -0.000585395 ) ); + // itree = 378 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.361403, 0.0052346 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525077, -0.000269648 ), 3, -0.894276, 1, 0, 0.502204, 0.00250423 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413245, -0.00206624 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571491, -0.000414734 ), 3, -0.706679, 1, 0, 0.49257, -0.00772794 ), + 1, 2, 1, 0, 0.495344, -0.00156882 ) ); + // itree = 379 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516347, 0.00243209 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496621, -0.000454638 ), 0, 8.19165, 1, 0, 0.497701, -0.00122061 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56615, 0.00977415 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515946, 0.000724267 ), 5, 0.744637, 1, 0, 0.527166, 0.0173532 ), + 5, 0.0537906, 1, 0, 0.501353, 0.00108149 ) ); + // itree = 380 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450207, -0.00265297 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479925, 0.00279528 ), 0, 9.29246, 1, 0, 0.460018, -0.00910451 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50082, 0.00197628 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511035, 0.000142474 ), 4, -0.710669, 1, 0, 0.509625, 0.0025163 ), + 4, -0.795375, 1, 0, 0.501859, 0.000697102 ) ); + // itree = 381 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475713, -0.00275437 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49853, -0.000954803 ), 0, 8.83367, 1, 0, 0.491181, -0.0114033 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500894, 0.000513917 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51584, -0.00413974 ), 4, 0.890188, 1, 0, 0.501624, 0.00200989 ), + 1, 2, 1, 0, 0.498541, -0.00122787 ) ); + // itree = 382 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508133, 0.00165837 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500659, 0.00012324 ), 5, -0.687873, 1, 0, 0.501505, 0.00181383 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507946, -0.00188159 ), 1, 5, 1, 0, 0.501803, -0.00078224 ) ); + // itree = 383 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51321, 0.00444281 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529426, -0.00107983 ), 3, -0.701156, 1, 0, 0.521293, 0.0168432 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516411, 0.000998029 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495426, -0.000725376 ), 0, 8.66116, 1, 0, 0.498039, -0.00231884 ), + 0, 8.39114, 1, 0, 0.500532, -0.000264402 ) ); + // itree = 384 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504523, -0.000741893 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467595, -0.00323891 ), 2, 2, 1, 0, 0.488719, 0.000197726 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492306, 0.00414262 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505898, 0.000150965 ), 4, -0.799135, 1, 0, 0.503848, 0.00405989 ), + 0, 8.43922, 1, 0, 0.501942, 0.00123025 ) ); + // itree = 385 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476099, -0.00300677 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501599, 0.000414795 ), 5, -0.775917, 1, 0, 0.500207, 0.00154121 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573363, 0.00590428 ), 4, 0.889598, 1, 0, 0.503124, 0.00276425 ) ); + // itree = 386 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422, 0.000285395 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42208, -0.00221997 ), + 2, 2, 1, 0, 0.422034, -0.00255612 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532998, 0.00323672 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584141, -7.00275e-05 ), 3, 0.77176, 1, 0, 0.576368, 0.00309949 ), + 3, -0.707682, 1, 0, 0.499617, -0.00078172 ) ); + // itree = 387 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476977, -0.00181427 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514846, 0.00151278 ), 0, 8.25181, 1, 0, 0.510787, 0.00762442 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500884, 0.0010938 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48452, -0.00380124 ), 2, 2, 1, 0, 0.494105, -0.00237078 ), + 0, 9.22629, 1, 0, 0.504745, 0.00363501 ) ); + // itree = 388 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498056, -0.000149822 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498781, -0.00829246 ), 4, 0.88959, 1, 0, 0.498077, -0.00217242 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530594, 0.00365216 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520742, 0.00138664 ), 0, 9.38288, 1, 0, 0.528269, 0.0201212 ), + 5, 0.0515391, 1, 0, 0.501927, 0.000670545 ) ); + // itree = 389 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512064, 0.000569828 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492558, -0.00144281 ), 1, 2, 1, 0, 0.49823, -0.000108672 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491749, -0.000412745 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547324, 0.00321491 ), 4, 0.798657, 1, 0, 0.500587, 0.000683366 ), + 0, 8.64218, 1, 0, 0.500099, -0.00112368 ) ); + // itree = 390 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476956, -0.00142422 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499168, 0.000507335 ), 0, 8.20497, 1, 0, 0.497825, 0.00200967 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510542, -0.00331765 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554013, 0.00247833 ), 4, 0.884969, 1, 0, 0.522955, -0.0106469 ), + 4, 0.795611, 1, 0, 0.501774, 2.10463e-05 ) ); + // itree = 391 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415487, -0.0013611 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564549, 0.000604311 ), 3, -0.70727, 1, 0, 0.49293, -0.00228074 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529196, -0.000286705 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.586621, 0.00658661 ), 1, 4, 1, 0, 0.544143, 0.00819561 ), + 4, 0.798373, 1, 0, 0.500639, -0.000614878 ) ); + // itree = 392 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.353499, 0.00140024 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467009, -0.00139928 ), 3, -0.905282, 1, 0, 0.44023, -0.00555689 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.585728, 0.00214963 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60321, -0.000392907 ), 0, 8.8215, 1, 0, 0.598133, 0.00403526 ), + 3, 0.802863, 1, 0, 0.498987, -0.00198756 ) ); + // itree = 393 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46738, 0.000119155 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441213, -0.00509581 ), 1, 3, 1, 0, 0.453032, -0.00915942 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533112, 0.00229182 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506026, 5.42069e-05 ), 0, 8.39114, 1, 0, 0.508949, 0.00273911 ), + 4, -0.799093, 1, 0, 0.500694, -3.90863e-05 ) ); + // itree = 394 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46403, -0.00524582 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502954, 0.000498733 ), 5, -0.829839, 1, 0, 0.501699, 0.00208401 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524454, 0.00326027 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487858, -0.0039902 ), 5, 0.744431, 1, 0, 0.495816, -0.014424 ), + 5, 0.0503667, 1, 0, 0.500972, 4.40654e-05 ) ); + // itree = 395 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475703, -0.00217762 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529852, 0.000238422 ), 4, 0.0522709, 1, 0, 0.489975, -0.0145512 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494349, 0.000981494 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513658, -0.00164675 ), 4, 0.0462377, 1, 0, 0.499861, 0.00129636 ), + 0, 8.70158, 1, 0, 0.497484, -0.00251271 ) ); + // itree = 396 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400647, -0.000599903 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502374, 0.00147451 ), 3, -0.819164, 1, 0, 0.448087, 0.00300098 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593924, -0.000290177 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570767, -0.00347499 ), 1, 3, 1, 0, 0.585089, -0.00395612 ), + 3, 0.802661, 1, 0, 0.499607, -0.0015315 ) ); + // itree = 397 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493321, -0.00126648 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522129, 0.00240809 ), 1, 2, 1, 0, 0.513613, -3.01918e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43356, 0.000667898 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59912, -0.00170556 ), 3, 0.802661, 1, 0, 0.498985, -0.00116378 ), + 0, 8.91595, 1, 0, 0.504685, 0.00358498 ) ); + // itree = 398 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494326, -0.00108225 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519156, 0.00157061 ), 1, 4, 1, 0, 0.497921, 0.000221579 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413738, 0.00406095 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594229, 0.000409603 ), 3, -0.707824, 1, 0, 0.506017, 0.00907677 ), + 0, 9.26688, 1, 0, 0.500567, -0.000478664 ) ); + // itree = 399 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496447, -0.000691451 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470189, -0.00626471 ), 0, 9.53097, 1, 0, 0.492265, -0.00775925 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496022, 0.000581533 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550358, 0.00388158 ), 4, 0.048679, 1, 0, 0.509317, 0.00800259 ), + 2, 2, 1, 0, 0.499508, -0.00144467 ) ); + // itree = 400 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422153, 0.000143293 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45154, -0.0039192 ), 3, -0.75873, 1, 0, 0.425417, -0.00239734 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574442, 0.00243959 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.589688, 0.0010559 ), 0, 8.97784, 1, 0, 0.583091, 0.0116678 ), + 3, -0.707682, 1, 0, 0.504996, 0.00470139 ) ); + // itree = 401 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471655, -0.000771136 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449088, -0.00603887 ), 4, -0.745112, 1, 0, 0.468345, -0.00964284 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520481, 0.00116631 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505619, -0.00011841 ), 0, 9.16044, 1, 0, 0.514353, 0.00490939 ), + 4, -0.702301, 1, 0, 0.50177, 0.000929549 ) ); + // itree = 402 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538315, 0.00304525 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504143, 0.000729435 ), 0, 8.38523, 1, 0, 0.507691, 0.00720766 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467979, -0.00184296 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.646433, 0.0020752 ), 3, 0.890524, 1, 0, 0.494161, -0.00787402 ), + 2, 2, 1, 0, 0.501901, 0.0001562 ) ); + // itree = 403 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510963, 0.00045055 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53469, 0.00258891 ), 1, 3, 1, 0, 0.519095, -0.000128312 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489753, -0.00194071 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501101, 0.000438609 ), 0, 8.60959, 1, 0, 0.50031, 0.00103478 ), + 0, 8.47044, 1, 0, 0.502904, 0.00249983 ) ); + // itree = 404 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534664, 0.00284962 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499939, 0.000383055 ), 0, 8.62698, 1, 0, 0.507104, 0.00740299 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46985, 0.0034409 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494956, -0.00119939 ), 4, -0.890243, 1, 0, 0.493745, -0.00626186 ), + 1, 2, 1, 0, 0.497625, -0.00166737 ) ); + // itree = 405 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481708, 0.000490024 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494254, 0.00378561 ), 0, 8.80334, 1, 0, 0.490413, 0.0143012 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506222, -6.07075e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497405, -0.0030631 ), 1, 3, 1, 0, 0.503414, -0.00496088 ), + 4, -0.703949, 1, 0, 0.499837, -0.000871515 ) ); + // itree = 406 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493045, 0.00295409 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418601, 0.00021938 ), 0, 8.62889, 1, 0, 0.433754, 0.00681307 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524295, -0.00271095 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577021, -0.000365916 ), 0, 8.65277, 1, 0, 0.565753, -0.00715572 ), + 3, -0.707314, 1, 0, 0.500287, -0.000227739 ) ); + // itree = 407 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418821, -0.000471381 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561653, -0.00224184 ), 3, -0.707782, 1, 0, 0.490938, -0.00900507 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465855, -0.000859167 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523639, 0.00215483 ), 4, -0.691675, 1, 0, 0.509954, 0.00889632 ), + 2, 2, 1, 0, 0.498977, -3.38199e-06 ) ); + // itree = 408 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500973, -0.000165007 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480408, -0.00268674 ), 2, 2, 1, 0, 0.491966, -0.000149652 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522245, 0.00347746 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49906, 0.000429499 ), 0, 9.07638, 1, 0, 0.502672, 0.00492443 ), + 0, 8.96393, 1, 0, 0.49814, -0.00158411 ) ); + // itree = 409 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478611, -0.00088069 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461048, -0.00683689 ), 5, -0.828326, 1, 0, 0.469651, -0.0234041 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500712, 0.000156703 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56983, 0.0052831 ), 4, 0.889927, 1, 0, 0.502674, 0.00172457 ), + 5, -0.78419, 1, 0, 0.500783, 0.000285402 ) ); + // itree = 410 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479063, -0.000182774 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514385, -0.00422927 ), 3, 0.787203, 1, 0, 0.492488, -0.0163699 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499888, -0.000268835 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505341, 0.00387306 ), 0, 9.58286, 1, 0, 0.500705, 0.000634798 ), + 0, 8.47021, 1, 0, 0.499596, -0.00166115 ) ); + // itree = 411 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.423853, 0.000458256 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566027, -0.00159022 ), 3, -0.707824, 1, 0, 0.495242, -0.00364155 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483407, 0.00396496 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51032, 0.000520719 ), 4, -0.787615, 1, 0, 0.506691, 0.00574667 ), + 2, 2, 1, 0, 0.500107, -0.000120624 ) ); + // itree = 412 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503463, 0.0008186 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491237, -0.00177062 ), 5, 0.0455969, 1, 0, 0.502033, 0.00323813 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519645, -0.00452012 ), 4, 0.892405, 1, 0, 0.502654, 0.00223524 ) ); + // itree = 413 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424931, -0.00341424 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525823, -0.000901197 ), 3, -0.795189, 1, 0, 0.488256, -0.017821 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491156, -0.00125658 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505615, 0.000418812 ), 2, 2, 1, 0, 0.497292, -0.00268468 ), + 0, 8.61213, 1, 0, 0.495505, -0.00607485 ) ); + // itree = 414 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488607, 0.00442839 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534568, 0.00177442 ), 4, -0.703859, 1, 0, 0.513319, 0.017451 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490165, -0.00144943 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499358, -0.000169354 ), 0, 8.37437, 1, 0, 0.498384, -0.00240127 ), + 5, -0.783966, 1, 0, 0.499242, -0.00126048 ) ); + // itree = 415 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503423, 0.00452844 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462892, -0.000646464 ), 0, 8.91757, 1, 0, 0.476739, 0.0113632 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.354215, -0.00250409 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534251, 0.00028381 ), 3, -0.896545, 1, 0, 0.506567, -0.00066552 ), + 4, -0.798862, 1, 0, 0.502166, 0.00110892 ) ); + // itree = 416 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471745, -0.00204802 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5097, 0.00158029 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500943, -0.00042376 ), 2, 2, 1, 0, 0.505934, 0.00365921 ), + 0, 8.24309, 1, 0, 0.503681, 0.00282694 ) ); + // itree = 417 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472376, -0.00431778 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493016, -0.00103603 ), 5, -0.73773, 1, 0, 0.490561, -0.00886487 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518153, 0.00162266 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551562, 0.00618425 ), 5, 0.83699, 1, 0, 0.52481, 0.0154209 ), + 5, 0.0447488, 1, 0, 0.494942, -0.00575808 ) ); + // itree = 418 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450645, -0.00150691 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578255, 0.000874997 ), 3, 0.7989, 1, 0, 0.497563, -0.00540339 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515938, 0.0025757 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49786, 0.000132994 ), 0, 9.22906, 1, 0, 0.504095, 0.00532742 ), + 0, 9.0014, 1, 0, 0.501126, 0.000451097 ) ); + // itree = 419 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439592, -0.000859387 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60012, 0.00104869 ), 3, 0.802958, 1, 0, 0.498401, -0.00124789 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50556, 0.000305213 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486233, -0.00377209 ), 5, -0.691126, 1, 0, 0.49216, -0.0160939 ), + 1, 4, 1, 0, 0.497525, 0.000460907 ) ); + // itree = 420 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484241, -0.00244699 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531947, 0.00177965 ), 4, 0.0506416, 1, 0, 0.491901, -0.0117356 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515855, 0.00178765 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500823, 0.000333244 ), 0, 8.91757, 1, 0, 0.506559, 0.00687153 ), + 1, 2, 1, 0, 0.502322, 0.00245167 ) ); + // itree = 421 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490079, -0.00126118 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495742, -7.9617e-05 ), 0, 9.17431, 1, 0, 0.492357, -0.00583667 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511959, 0.00314973 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538084, -0.000744172 ), 4, 0.794728, 1, 0, 0.519301, 0.0131625 ), + 1, 4, 1, 0, 0.496079, 0.000277683 ) ); + // itree = 422 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443354, -0.0024378 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519136, 0.00122553 ), 4, -0.779618, 1, 0, 0.506912, 0.00556593 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480508, -0.00269607 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498235, -0.000195546 ), 0, 8.98877, 1, 0, 0.49381, -0.00543008 ), + 0, 8.73592, 1, 0, 0.497256, -0.00253818 ) ); + // itree = 423 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.398542, 0.00129069 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531468, -0.00111722 ), 3, -0.801845, 1, 0, 0.48803, -0.00230628 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491961, 0.00184219 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.684753, -0.00072634 ), 3, 0.897015, 1, 0, 0.529317, 0.0088154 ), + 4, 0.0475076, 1, 0, 0.499732, 0.000845899 ) ); + // itree = 424 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505231, 0.00114393 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535419, 0.00601475 ), 5, -0.743797, 1, 0, 0.511736, 0.013427 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504508, 0.000538497 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493682, -0.00118805 ), 0, 8.95489, 1, 0, 0.498217, -0.0014085 ), + 5, -0.691197, 1, 0, 0.499875, 0.000411027 ) ); + // itree = 425 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475001, -0.00196613 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5021, 0.000332418 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52994, 0.00432168 ), 2, 3, 1, 0, 0.505159, 0.00205487 ), + 0, 8.24309, 1, 0, 0.50318, 0.00271127 ) ); + // itree = 426 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.455726, 0.000160708 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570481, 0.00225215 ), 3, -0.700736, 1, 0, 0.514219, 0.0107645 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.331377, -0.00275713 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534553, -0.000216503 ), 3, -0.896397, 1, 0, 0.495512, -0.00339224 ), + 0, 8.80726, 1, 0, 0.501208, 0.000918717 ) ); + // itree = 427 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.219711, -0.011287 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.376758, -0.000391195 ), 3, -0.953749, 1, 0, 0.339085, -0.0136158 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530448, 0.000408147 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563031, -0.00423008 ), 5, 0.780592, 1, 0, 0.531972, 0.00128986 ), + 3, -0.895349, 1, 0, 0.498458, -0.0013 ) ); + // itree = 428 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497675, -0.000333788 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500198, -0.00291519 ), 5, 0.790974, 1, 0, 0.497815, -0.00301673 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498398, 0.00753496 ), 0, 9.98155, 1, 0, 0.49783, -0.00238222 ) ); + // itree = 429 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513639, 0.00468562 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428183, 0.00112546 ), 0, 8.34527, 1, 0, 0.436323, 0.0104529 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562363, -0.00107175 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594283, 0.00256059 ), 1, 3, 1, 0, 0.573378, -0.00114257 ), + 3, -0.707314, 1, 0, 0.505837, 0.00563585 ) ); + // itree = 430 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480413, -0.00181504 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50561, 0.000883768 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495003, -0.00057971 ), 1, 2, 1, 0, 0.498095, -0.00108672 ), + 0, 8.31257, 1, 0, 0.496578, -0.00231654 ) ); + // itree = 431 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527605, 0.00503146 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491564, -0.000876612 ), 5, -0.780175, 1, 0, 0.494229, -0.00312294 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511705, 0.00182523 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504967, -0.000460492 ), 2, 3, 1, 0, 0.510018, 8.21827e-05 ), + 2, 2, 1, 0, 0.500993, -0.000902251 ) ); + // itree = 432 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479543, -0.00244659 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498804, -0.000133499 ), 5, -0.690034, 1, 0, + 0.496586, -0.00250031 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54268, 0.00362828 ), 1, 5, 1, 0, 0.498732, 0.00041469 ) ); + // itree = 433 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491916, 0.000416938 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517288, 0.00317397 ), 2, 3, 1, 0, 0.494957, 0.000362365 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447112, 0.00149145 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.587998, -0.00292081 ), 3, -0.799648, 1, 0, 0.518894, -0.00419376 ), + 4, 0.0454631, 1, 0, 0.501708, 0.00200733 ) ); + // itree = 434 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532499, 0.00216435 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501306, 0.000857885 ), 0, 8.57744, 1, 0, 0.50693, 0.00789801 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509656, 0.000835683 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49384, -0.0016709 ), 0, 8.49562, 1, 0, 0.496231, -0.00639182 ), + 2, 2, 1, 0, 0.502364, -0.000519277 ) ); + // itree = 435 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504715, -0.000242077 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526837, 0.0032709 ), 0, 8.4576, 1, 0, 0.515759, 0.0123259 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499853, 9.31643e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491153, -0.00209914 ), 1, 3, 1, 0, 0.496804, -0.00334181 ), + 0, 8.73592, 1, 0, 0.501678, 0.000558722 ) ); + // itree = 436 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503203, 0.000650682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483292, -0.00170886 ), 1, 2, 1, 0, 0.489648, -0.00113516 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506637, -0.00235342 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558738, 0.00365915 ), 4, 0.82111, 1, 0, 0.545294, 0.0120377 ), + 4, 0.794344, 1, 0, 0.498509, -0.00312841 ) ); + // itree = 437 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42967, -0.00175404 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407878, 0.000920231 ), 0, 9.17472, 1, 0, 0.420926, -0.00654329 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573221, 7.06408e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550656, -0.00283362 ), 2, 3, 1, 0, 0.570706, 0.000967925 ), + 3, -0.707726, 1, 0, 0.497117, -0.00388638 ) ); + // itree = 438 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503681, 0.000583332 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494154, -0.00202805 ), 2, 3, 1, 0, 0.502622, 7.73634e-06 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.349759, -0.00784658 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584611, -0.00492627 ), 3, -0.707638, 1, 0, 0.469006, -0.0188473 ), + 0, 9.81274, 1, 0, 0.50086, 0.00100509 ) ); + // itree = 439 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52881, 0.00363605 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400313, -0.000943959 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558155, 0.00038357 ), 3, -0.80175, 1, 0, + 0.500158, -0.000512537 ), + 0, 8.13359, 1, 0, 0.501449, 0.00119246 ) ); + // itree = 440 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511232, 0.001767 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515042, -0.0013249 ), + 4, 0.0473082, 1, 0, 0.512263, 0.00826397 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491082, -0.00142471 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499495, 0.000117357 ), 0, 9.16362, 1, 0, 0.49605, -0.00339405 ), + 0, 8.80336, 1, 0, 0.500948, 0.000127823 ) ); + // itree = 441 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490456, -0.000889565 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505782, 0.000589815 ), 2, 2, 1, 0, 0.497331, -0.000480328 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515987, 0.00211494 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486208, -0.003574 ), 0, 9.51324, 1, 0, 0.511336, 0.00993383 ), + 1, 3, 1, 0, 0.50216, 0.00166034 ) ); + // itree = 442 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.384174, 0.00325963 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517435, -0.00419272 ), 3, -0.895333, 1, 0, 0.483475, -0.0147517 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511086, 0.00205074 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501324, 0.000105024 ), 0, 8.21048, 1, 0, 0.501901, 0.00182244 ), + 5, -0.690584, 1, 0, 0.499656, -0.000197235 ) ); + // itree = 443 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413081, 0.00107555 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461802, 0.00703599 ), 5, 0.793881, 1, 0, 0.416706, 0.00913304 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488849, -0.00189873 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597768, -7.18094e-05 ), 3, 0.820867, 1, 0, 0.547714, -0.00632452 ), + 3, -0.801655, 1, 0, 0.499191, -0.000599262 ) ); + // itree = 444 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463573, -0.00333459 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483215, -0.00279431 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501687, 0.000115277 ), 5, -0.689576, 1, 0, + 0.4994, -0.00137841 ), + 0, 8.27411, 1, 0, 0.496708, -0.00371369 ) ); + // itree = 445 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495577, -0.000210118 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511011, 0.00175099 ), 2, 2, 1, 0, 0.502411, 0.000256825 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489139, 0.00148973 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5027, -0.00424211 ), 4, -0.796607, 1, 0, 0.49726, -0.0119198 ), + 5, 0.0498965, 1, 0, 0.501757, 0.00187536 ) ); + // itree = 446 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511006, 0.00140384 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554757, 0.00284058 ), 4, 0.0446523, 1, 0, 0.522756, 0.0176462 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528861, 0.00515094 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497523, -0.00024193 ), 5, -0.78419, 1, 0, 0.499385, 0.00032729 ), + 0, 8.5443, 1, 0, 0.503252, 0.00319347 ) ); + // itree = 447 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506117, -5.75934e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483331, -0.00216197 ), 0, 8.68548, 1, 0, 0.492436, -0.00880686 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463147, -0.00827876 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501886, 0.00142645 ), 5, -0.782825, 1, 0, 0.499349, 0.00352904 ), + 0, 9.16378, 1, 0, 0.495275, -0.00374121 ) ); + // itree = 448 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.339263, -0.000909879 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538865, 0.00166412 ), 3, -0.89629, 1, 0, 0.506512, 0.00823874 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.398566, 0.00258414 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529608, -0.00253003 ), 3, -0.895225, 1, 0, 0.498608, -0.00854436 ), + 1, 4, 1, 0, 0.505377, 0.0012543 ) ); + // itree = 449 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40791, -0.00318188 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4777, 0.000961297 ), 5, -0.777653, 1, 0, 0.474245, 0.00498897 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.606337, 0.00158973 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.661297, -0.00358182 ), 4, -0.706239, 1, 0, 0.638671, -0.00665913 ), + 3, 0.896325, 1, 0, 0.503201, 0.00293771 ) ); + // itree = 450 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489961, -0.00147877 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533336, 0.00148064 ), 2, 3, 1, 0, 0.495473, 0.000962513 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490793, -0.00160874 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507227, 0.00140604 ), 0, 8.43922, 1, 0, 0.505203, 0.00516486 ), + 1, 2, 1, 0, 0.502345, -0.00139394 ) ); + // itree = 451 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441439, 0.00115779 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562961, -0.000805654 ), 3, -0.706679, 1, 0, 0.503212, 0.00111134 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.384795, -0.00539331 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.631725, 0.00100211 ), 3, 0.802863, 1, 0, 0.483458, -0.0106975 ), + 0, 9.56053, 1, 0, 0.500387, -0.000577618 ) ); + // itree = 452 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453673, -0.00379892 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513956, 0.0031701 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497337, -0.000576705 ), 5, -0.783074, 1, 0, + 0.498334, -0.00220972 ), + 0, 8.22936, 1, 0, 0.495485, -0.00449577 ) ); + // itree = 453 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46189, -0.000469051 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.587879, 0.00229849 ), 3, 0.799386, 1, 0, 0.507379, 0.00433535 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493338, -0.000965354 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47695, -0.00576228 ), 1, 4, 1, 0, 0.491075, -0.00869627 ), + 0, 8.91313, 1, 0, 0.49724, -0.00331151 ) ); + // itree = 454 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494545, -0.000815137 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50054, 0.000941453 ), 0, 8.99893, 1, 0, 0.497814, -0.000619447 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558642, 0.00542578 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508979, 0.000188995 ), 0, 8.87193, 1, 0, 0.525163, 0.0159074 ), + 5, 0.0529474, 1, 0, 0.501268, 0.00146767 ) ); + // itree = 455 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492707, -0.00139103 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483069, -0.00236059 ), 1, 3, 1, 0, 0.489438, -0.000258666 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50588, 0.000897164 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489613, -0.000955483 ), 0, 9.44389, 1, 0, 0.501999, 0.00347544 ), + 0, 8.47044, 1, 0, 0.500345, 0.000775822 ) ); + // itree = 456 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43046, -0.0042198 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502729, 0.000410664 ), 4, -0.892932, 1, 0, 0.500795, 0.00195116 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482247, -0.0066006 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499693, -0.00195719 ), 5, 0.835204, 1, 0, 0.490718, -0.0272833 ), + 5, 0.791103, 1, 0, 0.500249, 0.000366158 ) ); + // itree = 457 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46828, 0.00290997 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.348831, -0.00184453 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529891, 0.000100441 ), 3, -0.896055, 1, 0, + 0.500271, -0.00112328 ), + 4, -0.889068, 1, 0, 0.499042, -0.000474932 ) ); + // itree = 458 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514616, 0.00207436 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499802, 3.92646e-05 ), 0, 8.28316, 1, 0, 0.500976, 0.00192305 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58207, 0.00606714 ), 4, 0.890097, 1, 0, 0.504, 0.0031519 ) ); + // itree = 459 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523444, 0.00329932 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502724, 0.000618328 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505107, -0.00242975 ), 1, 5, 1, 0, 0.502837, 0.00257456 ), + 0, 8.17292, 1, 0, 0.503858, 0.0043233 ) ); + // itree = 460 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.403385, -0.000469878 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391204, -0.00464193 ), 5, 0.0517158, 1, 0, 0.401323, -0.00711837 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554337, 0.00144093 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564602, -0.000122295 ), 0, 9.09603, 1, 0, 0.559109, 0.00589745 ), + 3, -0.801893, 1, 0, 0.500916, 0.00109705 ) ); + // itree = 461 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489509, -0.000548218 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528549, 0.00107562 ), 4, 0.046733, 1, 0, 0.500564, -0.000620242 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.380565, 0.00483899 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.621929, 0.0090763 ), 3, -0.706789, 1, 0, 0.503053, 0.0211186 ), + 0, 9.79783, 1, 0, 0.500703, 0.000599537 ) ); + // itree = 462 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503685, -0.000500004 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53362, 0.0033948 ), 2, 2, 1, 0, 0.516803, -0.000242111 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491799, -0.001631 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501248, 0.00217288 ), 0, 9.47867, 1, 0, 0.493734, -0.00668151 ), + 0, 8.40447, 1, 0, 0.496307, -0.0046459 ) ); + // itree = 463 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.324937, -0.000503432 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435559, 0.0058765 ), 3, -0.922328, 1, 0, 0.366032, 0.0118698 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53037, -0.00234619 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528906, -0.000139228 ), 5, -0.691012, 1, 0, 0.529068, -0.00237767 ), + 3, -0.895382, 1, 0, 0.500191, 0.000145843 ) ); + // itree = 464 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46118, -0.00137353 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504152, 0.00114351 ), 4, -0.796457, 1, 0, 0.495063, 0.00415356 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419787, -0.00287115 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.607549, 0.000829833 ), 3, -0.801214, 1, 0, 0.516291, -0.00626836 ), + 4, 0.04812, 1, 0, 0.501046, 0.00121593 ) ); + // itree = 465 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.241896, -0.00480383 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.387782, 0.00297097 ), 3, -0.959467, 1, 0, 0.362557, 0.0102694 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461001, -0.00413004 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53101, -0.000398216 ), 0, 8.22123, 1, 0, 0.526199, -0.0051778 ), + 3, -0.896573, 1, 0, 0.498047, -0.00252039 ) ); + // itree = 466 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421231, 0.00404838 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.347234, 0.000915241 ), 0, 8.83437, 1, 0, 0.364624, 0.0107936 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511004, -0.00114833 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540276, 0.00051636 ), 0, 8.91595, 1, 0, 0.528416, -0.00242951 ), + 3, -0.895461, 1, 0, 0.500231, -0.000154064 ) ); + // itree = 467 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498453, -0.000317285 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495135, -0.00256441 ), 2, 3, 1, 0, 0.498087, -0.00023315 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525915, 0.00715361 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501199, 0.00287871 ), 0, 9.60131, 1, 0, 0.507832, 0.0151039 ), + 0, 9.51183, 1, 0, 0.49969, -0.000566737 ) ); + // itree = 468 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487586, -0.00149606 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553145, 0.00447846 ), 4, 0.788943, 1, 0, 0.493413, -0.00654083 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499766, 0.00104942 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528576, -0.00085746 ), 4, 0.796118, 1, 0, 0.505268, 0.00444133 ), + 1, 2, 1, 0, 0.501814, -0.000454103 ) ); + // itree = 469 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410984, 0.000649087 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545823, -0.00107131 ), 3, -0.802045, 1, 0, 0.49654, -0.00297076 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539475, 0.00390052 ), 1, 5, 1, 0, 0.49862, -0.00150618 ) ); + // itree = 470 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.350365, -0.00368758 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.330935, -0.000575691 ), 0, 9.19535, 1, 0, 0.341352, -0.0153521 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5283, -0.000497301 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530547, 0.00177645 ), 2, 3, 1, 0, 0.528568, -0.000542465 ), + 3, -0.895382, 1, 0, 0.496377, -0.00408326 ) ); + // itree = 471 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544221, 0.00333518 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499115, -3.63662e-05 ), 2, 2, 1, 0, 0.525443, 0.000494042 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487682, -0.00288682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500688, 0.000292918 ), 0, 8.54711, 1, 0, 0.499918, 1.2921e-05 ), + 0, 8.40492, 1, 0, 0.502848, 0.00240564 ) ); + // itree = 472 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494949, 0.000137501 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539754, 0.00228453 ), 4, 0.0463833, 1, 0, 0.507734, 0.00571018 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49864, 0.000715678 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490577, -0.00273537 ), 2, 2, 1, 0, 0.495346, -0.00301156 ), + 0, 9.16378, 1, 0, 0.502627, 0.00229049 ) ); + // itree = 473 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476036, 0.0012032 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553134, 0.0019889 ), + 3, -0.701527, 1, 0, 0.514152, 0.0160435 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464138, -0.00197365 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510256, 0.000154335 ), 4, -0.705253, 1, 0, 0.497698, -0.00243715 ), + 0, 8.31257, 1, 0, 0.499175, -0.000778724 ) ); + // itree = 474 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470244, -0.00224259 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469947, -0.000925818 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512238, 0.000425748 ), 4, -0.704907, 1, 0, + 0.500711, 0.000387345 ), + 0, 8.20497, 1, 0, 0.498909, -0.000987938 ) ); + // itree = 475 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490685, -0.000753925 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51408, 0.00168142 ), 2, 2, 1, 0, 0.501227, 0.000545267 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48814, -0.00209501 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509828, 0.00245488 ), 0, 9.40588, 1, 0, 0.492931, -0.00943693 ), + 1, 3, 1, 0, 0.498321, -0.000886518 ) ); + // itree = 476 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470621, -0.000182622 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578291, 0.00332103 ), 3, -0.69599, 1, 0, 0.524707, 0.0163185 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496128, -9.79193e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556912, 0.00405132 ), 4, 0.890158, 1, 0, 0.498727, 0.000358266 ), + 0, 8.43922, 1, 0, 0.501985, 0.00235973 ) ); + // itree = 477 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38975, 0.00418971 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508852, -0.00524867 ), 3, -0.894964, 1, 0, 0.477004, -0.0170855 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444349, -0.000482742 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.609061, 0.00204125 ), 3, 0.801942, 1, 0, 0.50315, 0.00239741 ), + 5, -0.689451, 1, 0, 0.499946, 9.88517e-06 ) ); + // itree = 478 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493972, -0.000112843 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496977, -0.00262055 ), 0, 8.153, 1, 0, 0.49568, -0.0155616 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48312, 0.0028715 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507238, 0.000212441 ), 4, -0.799483, 1, 0, 0.503594, 0.0034406 ), + 0, 8.39924, 1, 0, 0.502702, 0.00129888 ) ); + // itree = 479 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490715, -0.000739509 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540702, 0.00201693 ), 4, 0.801014, 1, 0, 0.496351, -0.00279827 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517546, -0.00520225 ), 4, 0.890214, 1, 0, 0.497198, -0.00383616 ) ); + // itree = 480 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489978, -0.00110801 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461543, -0.00569411 ), 5, -0.83715, 1, 0, 0.473792, -0.0220708 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470693, -0.000149436 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.66684, 0.00268472 ), 3, 0.89698, 1, 0, 0.502289, 0.00149957 ), + 5, -0.78419, 1, 0, 0.500626, 0.000124059 ) ); + // itree = 481 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495523, -0.00119182 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498794, -8.27728e-05 ), 0, 8.46547, 1, 0, 0.498325, -0.00208899 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.459993, -0.00935816 ), 0, 9.87055, 1, 0, 0.496751, -0.00310639 ) ); + // itree = 482 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480001, 0.00229868 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500556, -0.000396174 ), 4, -0.808044, 1, 0, 0.497628, -0.000269079 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570846, 0.00471628 ), 4, 0.889873, 1, 0, 0.500637, 0.000766217 ) ); + // itree = 483 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538239, 0.00264094 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530236, 0.00338078 ), 2, 2, 1, 0, 0.534988, 3.86888e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.32999, -0.00351499 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537094, 0.00078554 ), 3, -0.896366, 1, 0, 0.499661, 0.00057954 ), + 0, 8.39114, 1, 0, 0.503453, 0.0037079 ) ); + // itree = 484 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465958, 0.000429853 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510185, -0.00222348 ), 3, -0.794434, 1, 0, 0.494337, -0.012946 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501204, 0.00068335 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548354, 0.00595794 ), 1, 5, 1, 0, 0.503495, 0.004808 ), + 0, 8.47044, 1, 0, 0.502241, 0.00280849 ) ); + // itree = 485 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51401, 0.00193272 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500872, 0.00037814 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496829, -0.00104828 ), 2, 2, 1, 0, 0.49915, 0.000687295 ), + 0, 8.14468, 1, 0, 0.49982, -0.000358853 ) ); + // itree = 486 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490792, -0.00113631 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546085, 0.00327573 ), 1, 5, 1, 0, 0.493823, -0.00175868 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51277, 0.00147098 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487966, -0.00126557 ), 1, 3, 1, 0, 0.504874, 0.00199199 ), + 2, 2, 1, 0, 0.498499, -0.000174894 ) ); + // itree = 487 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478406, 0.000689366 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514398, -0.00305237 ), 3, -0.693818, 1, 0, 0.496264, -0.0112559 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508423, 0.00135317 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495432, -0.000743504 ), 0, 9.16578, 1, 0, 0.50221, 0.0033099 ), + 0, 8.47044, 1, 0, 0.501394, 0.00131083 ) ); + // itree = 488 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464067, 0.00130745 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51629, -0.00230007 ), 3, -0.788415, 1, 0, 0.49685, -0.00882082 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469879, 0.00156779 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.643924, -0.00234021 ), 3, 0.895731, 1, 0, 0.504136, 0.00475704 ), + 0, 8.73606, 1, 0, 0.502248, 0.00123887 ) ); + // itree = 489 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515341, 0.00283376 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468583, -9.4693e-05 ), 0, 8.2693, 1, 0, 0.472334, 0.00175914 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.61113, -0.00393782 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.69711, 0.00266071 ), 0, 9.50041, 1, 0, 0.629864, -0.0167379 ), + 3, 0.897302, 1, 0, 0.49926, -0.00140242 ) ); + // itree = 490 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486603, 0.00584109 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504254, 0.000169193 ), 4, -0.891404, 1, 0, 0.503655, 0.00230066 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44266, -0.00751915 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500299, -0.00104797 ), 4, -0.701713, 1, 0, 0.4845, -0.010026 ), + 0, 9.48864, 1, 0, 0.500325, 0.000157797 ) ); + // itree = 491 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517236, 0.00131104 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499984, 0.000423116 ), 0, 8.71898, 1, 0, 0.504375, 0.00474189 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.434179, -0.00304215 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.665982, 0.00377035 ), 3, 0.8926, 1, 0, 0.498948, -0.00853756 ), + 5, 0.0497204, 1, 0, 0.503683, 0.00304882 ) ); + // itree = 492 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494091, -0.000631087 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500222, -0.0071804 ), 4, 0.890158, 1, 0, 0.494287, -0.0051648 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530922, 0.00329467 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506002, -0.000682726 ), 0, 9.26905, 1, 0, 0.522782, 0.0153863 ), + 5, 0.0515391, 1, 0, 0.497892, -0.00256434 ) ); + // itree = 493 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496954, -0.000280646 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491797, -0.00303468 ), 2, 3, 1, 0, 0.496372, -0.000489507 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484787, -0.00177441 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530245, 0.00344022 ), 5, -0.693049, 1, 0, 0.516447, 0.0116023 ), + 1, 4, 1, 0, 0.499143, -0.000493553 ) ); + // itree = 494 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453864, 0.000672108 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.380307, -0.00543795 ), 0, 9.62104, 1, 0, 0.445829, 0.00201845 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521801, -0.00380039 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.621822, -0.000387686 ), 3, 0.874786, 1, 0, 0.582073, -0.0115568 ), + 3, 0.802863, 1, 0, 0.496594, -0.00303979 ) ); + // itree = 495 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515231, 0.00209964 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49923, -0.00060025 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502701, 0.00090671 ), 0, 9.07703, 1, 0, 0.501022, + -9.68234e-05 ), + 0, 8.17687, 1, 0, 0.501793, 0.00108223 ) ); + // itree = 496 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46782, -0.00280307 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498733, -0.00117635 ), 0, 8.15185, 1, 0, 0.492657, -0.0143378 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496057, -0.000251939 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490866, -0.00312113 ), 5, 0.0449506, 1, 0, 0.495381, -0.00329222 ), + 0, 8.70158, 1, 0, 0.494724, -0.00595653 ) ); + // itree = 497 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419943, -0.00124371 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437956, 0.00233495 ), 5, 0.0506417, 1, 0, 0.42237, -0.00479113 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5635, 0.00164069 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578726, -0.000497894 ), 0, 8.83849, 1, 0, 0.573784, 0.00299031 ), + 3, -0.707496, 1, 0, 0.499021, -0.00085191 ) ); + // itree = 498 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451995, 0.0023507 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538752, -0.000157808 ), 3, -0.799629, 1, 0, 0.507463, 0.00619231 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493122, -0.00150588 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500055, 0.00158621 ), 0, 9.37763, 1, 0, 0.496465, -0.00122561 ), + 0, 9.04212, 1, 0, 0.501807, 0.00237796 ) ); + // itree = 499 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494752, -0.00107221 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505366, 0.000363593 ), 1, 3, 1, 0, 0.498461, -0.000174482 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491935, -9.88142e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5198, 0.006228 ), 2, 2, 1, 0, 0.50339, 0.00872237 ), + 0, 9.48864, 1, 0, 0.499328, -0.00171925 ) ); + // itree = 500 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468968, -0.00232694 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527516, 0.00123134 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493643, -0.000847877 ), 0, 8.51711, 1, 0, + 0.496978, -0.00312024 ), + 0, 8.22123, 1, 0, 0.495256, -0.00436981 ) ); + // itree = 501 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.236429, -0.00549471 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391755, 0.00345705 ), 3, -0.959441, 1, 0, 0.363506, 0.0117423 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447428, -0.00137205 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55182, 6.53943e-05 ), 3, -0.806585, 1, 0, 0.527727, -0.00177661 ), + 3, -0.896497, 1, 0, 0.499979, 0.000507635 ) ); + // itree = 502 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503119, 0.0041275 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473134, 0.000128761 ), 2, 2, 1, 0, 0.491939, -0.000849825 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49825, -0.000390956 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535348, 0.0016218 ), 4, 0.749607, 1, 0, 0.509856, 0.00130941 ), + 4, -0.703859, 1, 0, 0.504995, 0.00546094 ) ); + // itree = 503 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518533, 0.00260173 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494061, -0.000664071 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565149, 0.00436394 ), 4, 0.889598, 1, 0, + 0.496924, -0.00298614 ), + 0, 8.13359, 1, 0, 0.497909, -0.00156128 ) ); + // itree = 504 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494121, 0.000291477 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513479, 0.00465342 ), 0, 8.95611, 1, 0, 0.505746, 0.0140826 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492085, -0.00113381 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517349, 0.00168461 ), 2, 3, 1, 0, 0.494918, -3.29698e-05 ), + 5, -0.692834, 1, 0, 0.496266, -0.00303686 ) ); + // itree = 505 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49177, -0.00146669 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500756, 0.000370975 ), 0, 8.77052, 1, 0, 0.496962, -0.00432739 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510066, 0.00322083 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490763, -0.000297029 ), 0, 9.54309, 1, 0, 0.501476, 0.00764815 ), + 0, 9.26497, 1, 0, 0.498481, -0.000299043 ) ); + // itree = 506 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521011, 0.00238937 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444245, -0.00340864 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505656, 0.000773202 ), 4, -0.891268, 1, 0, + 0.50325, 0.00373199 ), + 0, 8.31257, 1, 0, 0.504764, 0.00547136 ) ); + // itree = 507 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480458, 0.00103761 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518269, -0.00280592 ), 3, -0.694406, 1, 0, 0.498718, -0.00795268 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463835, -2.80651e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.664588, 0.0028593 ), 3, 0.896583, 1, 0, 0.502272, 0.00253611 ), + 0, 8.5443, 1, 0, 0.501692, 0.000823444 ) ); + // itree = 508 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472761, 0.000301844 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.631598, -0.00200805 ), 3, 0.895226, 1, 0, 0.499097, -0.000153984 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514152, 0.00128546 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558531, 0.0064921 ), 5, 0.828961, 1, 0, 0.52455, 0.0147765 ), + 5, 0.0486463, 1, 0, 0.502291, 0.00171946 ) ); + // itree = 509 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511791, 0.00122238 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48004, -0.00374663 ), 5, 0.0456227, 1, 0, 0.507848, 0.0052091 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431597, 9.93937e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.591011, -0.00286664 ), 3, 0.802058, 1, 0, 0.494086, -0.00504565 ), + 0, 8.89902, 1, 0, 0.499165, -0.00126133 ) ); + // itree = 510 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425268, -0.00521328 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50223, 0.000209653 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525258, 0.0029831 ), 2, 3, 1, 0, 0.504742, -0.000149146 ), + 4, -0.890158, 1, 0, 0.501664, 0.00179233 ) ); + // itree = 511 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493917, 0.000739796 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490046, -0.000671623 ), 2, 2, 1, 0, 0.492187, 0.000169513 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503719, -0.00318299 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527772, -0.000123473 ), 2, 2, 1, 0, 0.512799, -0.0021628 ), + 4, 0.0468013, 1, 0, 0.497918, -0.00290261 ) ); + // itree = 512 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400723, 0.00345311 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.332931, -0.000196219 ), 0, 9.11615, 1, 0, 0.363209, 0.0107988 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527677, -0.000941706 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530039, 0.000852933 ), 2, 2, 1, 0, 0.528718, -8.43874e-05 ), + 3, -0.896497, 1, 0, 0.50074, 0.000732229 ) ); + // itree = 513 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498813, 0.000163129 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545912, 0.00415116 ), 1, 5, 1, 0, 0.500816, 0.00141706 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523605, -0.0040686 ), 4, 0.892405, 1, 0, 0.501677, 0.00127921 ) ); + // itree = 514 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475882, -0.00184781 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425494, -0.000137336 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584135, 0.00169025 ), 3, -0.707682, 1, 0, + 0.505753, 0.00473184 ), + 0, 8.20497, 1, 0, 0.503994, 0.00333567 ) ); + // itree = 515 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478286, -0.00031021 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523507, -0.00275068 ), 3, 0.790316, 1, 0, 0.494626, -0.0120141 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501338, 0.000697497 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512492, -0.00411821 ), 4, 0.888286, 1, 0, 0.501816, 0.00294676 ), + 0, 8.47021, 1, 0, 0.500818, 0.000870423 ) ); + // itree = 516 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496403, -0.000209903 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485991, -0.00528892 ), 1, 5, 1, 0, 0.495932, -0.000278591 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563523, 0.00485644 ), 4, 0.890015, 1, 0, 0.498558, -0.00175234 ) ); + // itree = 517 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501364, 0.000543272 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554774, 0.00452008 ), 1, 5, 1, 0, 0.504032, 0.00331473 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487814, -0.00373893 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50848, 0.000960598 ), 0, 9.30225, 1, 0, 0.493769, -0.0152144 ), + 2, 3, 1, 0, 0.502933, 8.59644e-05 ) ); + // itree = 518 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489885, 0.00338449 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503731, -8.12668e-05 ), 4, -0.795924, 1, 0, 0.501853, 0.00224496 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399951, 0.00133683 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526739, -0.00330419 ), 3, -0.893773, 1, 0, 0.495254, -0.0143117 ), + 1, 4, 1, 0, 0.500922, 0.000625521 ) ); + // itree = 519 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466967, 0.000843225 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475979, -0.000820128 ), 2, 2, 1, 0, 0.471011, 8.15838e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.655822, 0.00458229 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.690303, -0.000633607 ), 4, 0.78994, 1, 0, 0.664897, 0.0178212 ), + 3, 0.897273, 1, 0, 0.504362, 0.00383379 ) ); + // itree = 520 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498065, 0.00014953 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560195, 0.00349421 ), 4, 0.795541, 1, 0, 0.506887, 0.00479801 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445078, -0.00217349 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.673268, 0.00154562 ), 3, 0.896325, 1, 0, 0.49235, -0.00670521 ), + 0, 9.11147, 1, 0, 0.500279, -0.000431088 ) ); + // itree = 521 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50316, 0.000819783 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553334, 0.00531662 ), 1, 5, 1, 0, 0.505061, 0.00316947 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488238, -0.00297102 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538806, 0.0026099 ), 5, 0.828961, 1, 0, 0.500303, -0.0106663 ), + 5, 0.0492334, 1, 0, 0.504468, 0.0040867 ) ); + // itree = 522 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.290368, -0.00310869 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439376, 0.000176031 ), 3, -0.936788, 1, 0, 0.407525, -0.00263525 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60232, 0.00421386 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556235, 0.000694104 ), 5, -0.776957, 1, 0, 0.558816, 0.00564973 ), + 3, -0.801988, 1, 0, 0.502498, 0.00256563 ) ); + // itree = 523 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462859, 0.000118843 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448088, -0.00448278 ), 4, -0.85784, 1, 0, 0.45504, -0.0144454 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464032, 0.00101379 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.602603, -0.000468776 ), 3, 0.802354, 1, 0, 0.510802, 0.00356606 ), + 4, -0.79541, 1, 0, 0.50226, 0.000807086 ) ); + // itree = 524 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499595, -0.000271182 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504713, 0.00116926 ), 0, 9.0014, 1, 0, 0.502391, 0.00200231 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490764, -0.00537591 ), 1, 5, 1, 0, 0.501825, -0.000118116 ) ); + // itree = 525 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435472, -0.000241414 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.614663, 0.00327465 ), 3, 0.802584, 1, 0, 0.5059, 0.00711606 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514581, 0.00103199 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495312, -0.0016341 ), 0, 8.62698, 1, 0, 0.499335, -0.00455308 ), + 2, 2, 1, 0, 0.503141, -0.000357142 ) ); + // itree = 526 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430513, -0.00214693 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555369, -0.000191787 ), 3, -0.703131, 1, 0, 0.494481, -0.0091397 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515196, 0.00209035 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492898, -0.00133115 ), 0, 9.26177, 1, 0, 0.500564, 0.000388068 ), + 0, 9.05517, 1, 0, 0.497565, -0.0043083 ) ); + // itree = 527 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505055, 0.000239296 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487217, -0.00197228 ), 1, 2, 1, 0, 0.492412, -0.000414236 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506503, 0.00095792 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490704, -0.00139976 ), 0, 9.45123, 1, 0, 0.502354, 0.00284343 ), + 0, 8.70158, 1, 0, 0.499932, -0.000863302 ) ); + // itree = 528 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418373, -0.000448455 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454016, -0.00349132 ), 3, -0.758558, 1, 0, 0.422218, -0.00514562 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.589226, 0.00186645 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563415, -0.000627134 ), 2, 2, 1, 0, 0.57835, 0.000778951 ), + 3, -0.706848, 1, 0, 0.501158, 0.000274805 ) ); + // itree = 529 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494952, -0.00113075 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511892, 0.00132505 ), 0, 8.39441, 1, 0, 0.507765, 0.00496048 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48969, -0.00240315 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493588, 0.000433133 ), 0, 9.68408, 1, 0, 0.490338, -0.00970217 ), + 0, 9.0014, 1, 0, 0.498232, -0.00306097 ) ); + // itree = 530 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.397148, -0.0016803 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5556, 3.37655e-05 ), 3, -0.801655, 1, 0, 0.4962, -0.00372679 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4661, 0.00676054 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542885, -0.000415999 ), 3, -0.788396, 1, 0, 0.517178, 0.0107452 ), + 2, 3, 1, 0, 0.498511, -0.000343187 ) ); + // itree = 531 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477703, 0.0010533 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550769, 0.00176729 ), 3, -0.694228, 1, 0, 0.51383, 0.014312 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495191, -0.000675977 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490388, -0.00341687 ), 5, 0.0497499, 1, 0, 0.494593, -0.00594541 ), + 0, 8.33755, 1, 0, 0.496349, -0.00409629 ) ); + // itree = 532 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474732, 0.00406522 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60917, 0.000935146 ), 3, 0.894048, 1, 0, 0.516495, 0.0194087 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45273, 0.000889371 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594666, -0.000626678 ), 3, 0.802564, 1, 0, 0.503297, 0.00244321 ), + 5, -0.690034, 1, 0, 0.504923, 0.00453368 ) ); + // itree = 533 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411983, 0.000901151 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544344, -0.000744448 ), 3, -0.80209, 1, 0, 0.498106, -0.00124799 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469395, -0.00403472 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507892, 0.000826335 ), 0, 9.08772, 1, 0, 0.487857, -0.015384 ), + 5, 0.052559, 1, 0, 0.496812, -0.00303363 ) ); + // itree = 534 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431932, -0.000477761 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.613057, 0.00260109 ), 3, 0.802584, 1, 0, 0.503453, 0.00440844 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483486, -0.00192334 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500239, -0.000445917 ), 0, 8.67888, 1, 0, 0.496205, -0.00596848 ), + 2, 2, 1, 0, 0.500366, -3.4957e-05 ) ); + // itree = 535 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52045, 0.00397068 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540129, 0.00552749 ), 5, -0.828426, 1, 0, 0.530198, 0.0276566 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514873, 0.000896079 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495048, -0.00062108 ), 0, 8.65759, 1, 0, 0.499408, -0.000802072 ), + 5, -0.784302, 1, 0, 0.501192, 0.000847196 ) ); + // itree = 536 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502114, 0.00074453 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525777, 0.00332937 ), 2, 3, 1, 0, 0.504727, 0.000904277 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499817, -0.00302473 ), 1, 5, 1, 0, 0.504492, 0.00221772 ) ); + // itree = 537 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428785, -0.00302874 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.392102, -0.0011208 ), 0, 8.61663, 1, 0, 0.39884, -0.0102425 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554347, 0.00199621 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557285, -0.000452846 ), 0, 8.62866, 1, 0, 0.556655, 0.00218099 ), + 3, -0.801722, 1, 0, 0.498573, -0.00239134 ) ); + // itree = 538 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451165, -0.00289126 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430773, -0.00110447 ), 0, 8.45598, 1, 0, 0.433619, -0.00962644 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581985, 0.00195698 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595231, -0.0010751 ), 0, 8.66464, 1, 0, 0.59243, -0.000404316 ), + 3, 0.801081, 1, 0, 0.494158, -0.00611092 ) ); + // itree = 539 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450468, -0.00471489 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470831, -0.000777106 ), 1, 2, 1, 0, 0.467495, 0.000807592 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487444, 0.00102938 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.665556, -0.00247602 ), 3, 0.895055, 1, 0, 0.51283, 0.00398497 ), + 4, -0.704907, 1, 0, 0.500549, 0.000528893 ) ); + // itree = 540 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453327, -0.0025398 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504992, 0.000257587 ), 4, -0.795897, 1, 0, 0.498206, -0.000521506 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465555, -0.00100828 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549118, 0.00452956 ), 4, -0.796645, 1, 0, 0.526302, 0.0189463 ), + 1, 4, 1, 0, 0.502117, 0.00122249 ) ); + // itree = 541 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533299, 0.00397917 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494843, 0.00056106 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51902, -0.000927283 ), 4, 0.046733, 1, 0, + 0.501692, 0.000904332 ), + 0, 8.14052, 1, 0, 0.503243, 0.00287713 ) ); + // itree = 542 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.307563, -0.00397065 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.412465, 0.00157311 ), 3, -0.922105, 1, 0, 0.346025, -0.00942651 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52904, 0.000913777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535138, -0.000301827 ), 0, 8.88742, 1, 0, 0.532794, 0.00210469 ), + 3, -0.895145, 1, 0, 0.500925, 0.000137134 ) ); + // itree = 543 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424751, 2.59245e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584716, 0.00202752 ), 3, -0.707726, 1, 0, 0.50503, 0.00648499 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498047, -0.0037063 ), 1, 5, 1, 0, 0.504688, 0.000741233 ) ); + // itree = 544 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515683, 0.00236768 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492637, -0.00132945 ), 5, -0.785057, 1, 0, 0.493934, -0.00778372 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490258, -0.000162186 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515924, 0.00529871 ), 2, 2, 1, 0, 0.500925, 0.00736181 ), + 0, 9.48864, 1, 0, 0.49518, -0.00510295 ) ); + // itree = 545 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442511, 0.00190738 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.378666, -0.000455014 ), 0, 9.13886, 1, 0, 0.413775, 0.00699169 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546252, -0.000996125 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593322, 0.00486525 ), 0, 9.79783, 1, 0, 0.548643, -0.00543834 ), + 3, -0.800707, 1, 0, 0.498671, -0.000832712 ) ); + // itree = 546 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.359051, -0.000825541 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559165, 0.00264024 ), 3, -0.800823, 1, 0, 0.480214, 0.00841678 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48832, -0.0020248 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530493, 0.000673296 ), 4, 0.749489, 1, 0, 0.501821, -0.00748763 ), + 4, -0.705275, 1, 0, 0.495932, -0.00315265 ) ); + // itree = 547 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413835, 0.00137698 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456523, 0.00696761 ), 5, 0.791373, 1, 0, 0.417192, 0.0110561 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549191, -0.0016705 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553385, 0.00115444 ), 2, 2, 1, 0, 0.551033, -0.000358766 ), + 3, -0.801655, 1, 0, 0.501336, 0.00211026 ) ); + // itree = 548 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479197, 0.000454162 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.687232, 0.00400702 ), 3, 0.896375, 1, 0, 0.505363, 0.00523202 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502854, -9.99922e-06 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489517, -0.00188638 ), 0, 8.92775, 1, 0, 0.494762, -0.0056144 ), + 1, 2, 1, 0, 0.497811, -0.00025675 ) ); + // itree = 549 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46508, 0.000198998 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493258, 0.00188861 ), 4, 0.0487118, 1, 0, 0.472761, 0.00421468 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.629477, 0.000664284 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.659065, -0.0055018 ), 4, 0.0452317, 1, 0, 0.63906, -0.00693945 ), + 3, 0.89512, 1, 0, 0.502409, 0.00222608 ) ); + // itree = 550 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467958, -0.00230053 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49717, 0.000458651 ), 0, 8.18757, 1, 0, 0.495515, 0.00131847 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.392068, -0.00406756 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.596708, -0.000617091 ), 3, -0.895453, 1, 0, 0.523214, -0.0109353 ), + 4, 0.79618, 1, 0, 0.499737, -0.000549084 ) ); + // itree = 551 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473717, -0.00161958 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499093, -5.04946e-05 ), 0, 8.22123, 1, 0, 0.497486, -0.00135162 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497401, -0.00370121 ), 1, 5, 1, 0, 0.497482, -0.00149984 ) ); + // itree = 552 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500786, -3.06732e-06 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476139, -0.00428446 ), 0, 9.5321, 1, 0, 0.496978, -0.00239986 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508719, 0.000271795 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549003, 0.00696529 ), 5, 0.0429606, 1, 0, 0.520755, 0.0138358 ), + 1, 4, 1, 0, 0.500317, -0.000415854 ) ); + // itree = 553 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445888, -0.00362713 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510646, -0.000842581 ), 4, -0.679488, 1, 0, 0.492831, -0.0153261 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498395, -8.27726e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50835, 0.00289614 ), 0, 9.25403, 1, 0, 0.502688, 0.00484069 ), + 0, 8.64218, 1, 0, 0.500585, 0.00053919 ) ); + // itree = 554 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469518, -0.000549187 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448142, 0.00385298 ), 0, 9.61106, 1, 0, 0.467166, -0.00181353 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.599115, -0.00508089 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.759908, 0.00186059 ), 3, 0.95989, 1, 0, 0.626952, -0.0223839 ), + 3, 0.896967, 1, 0, 0.494784, -0.00536902 ) ); + // itree = 555 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510481, 0.0016756 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479066, 0.00157696 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504023, -0.000386987 ), 4, -0.799093, 1, 0, + 0.500234, -0.00066854 ), + 0, 8.26393, 1, 0, 0.500976, 0.000620528 ) ); + // itree = 556 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529666, 0.00214508 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509379, 0.000974686 ), 2, 2, 1, 0, 0.520959, -0.000163751 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.438371, -2.15039e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.587897, -0.00172113 ), 3, 0.802697, 1, 0, 0.49499, -0.00373149 ), + 0, 8.38523, 1, 0, 0.497773, -0.00158499 ) ); + // itree = 557 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487433, 0.00222597 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55175, 0.000199681 ), 3, -0.702206, 1, 0, 0.519232, 0.0118343 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.406947, -0.00163032 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583225, 0.00105809 ), 3, -0.707682, 1, 0, 0.496239, -0.00150274 ), + 0, 8.64869, 1, 0, 0.50113, 0.00133417 ) ); + // itree = 558 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526144, 0.00307459 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49798, -0.00113935 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501913, 0.00090662 ), 0, 8.73145, 1, 0, 0.501032, 0.00139351 ), + 0, 8.14088, 1, 0, 0.502261, 0.00283981 ) ); + // itree = 559 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.320234, -0.00199806 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457496, 0.00206424 ), 3, -0.919006, 1, 0, 0.413413, 0.00563624 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539644, 0.000298745 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557153, -0.000956228 ), 0, 8.80726, 1, 0, 0.551672, -0.00257193 ), + 3, -0.802156, 1, 0, 0.501025, 0.000434922 ) ); + // itree = 560 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430461, 0.000855604 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56946, -0.000378178 ), 3, -0.707496, 1, 0, 0.500964, 0.0014694 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486725, -0.00381588 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501526, -0.000161367 ), 2, 2, 1, 0, 0.491965, -0.000117629 ), + 1, 4, 1, 0, 0.499701, -8.58576e-05 ) ); + // itree = 561 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.343882, 0.00706848 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.369689, -0.00025217 ), 4, -0.70241, 1, 0, 0.36166, 0.0102477 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497274, -0.00208103 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531744, -0.000233432 ), 0, 8.47044, 1, 0, 0.526615, -0.00423856 ), + 3, -0.895368, 1, 0, 0.498261, -0.00174856 ) ); + // itree = 562 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524047, 0.00166886 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494332, -0.000840708 ), 2, 2, 1, 0, 0.511049, -6.79543e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486146, -0.00182985 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498288, 0.000280851 ), 0, 9.2416, 1, 0, 0.491872, -0.00551987 ), + 0, 8.73592, 1, 0, 0.496867, -0.00256105 ) ); + // itree = 563 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460563, -0.00243787 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488205, 0.000873617 ), 5, 0.0441477, 1, 0, 0.467538, -0.00994816 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500769, -0.00067773 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518557, 0.0012382 ), 1, 2, 1, 0, 0.512481, 0.00154682 ), + 4, -0.70241, 1, 0, 0.500443, -3.60239e-05 ) ); + // itree = 564 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475028, -0.00230722 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512865, 0.00256221 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501159, 4.69916e-05 ), 5, -0.690799, 1, 0, + 0.502625, 0.00215526 ), + 0, 8.28058, 1, 0, 0.500514, 0.000228244 ) ); + // itree = 565 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40851, 0.00401971 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.34145, 0.00200665 ), 0, 9.1203, 1, 0, 0.372163, 0.0175972 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493563, -0.00174028 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537362, 0.000934342 ), 0, 8.33755, 1, 0, 0.53304, 0.00344142 ), + 3, -0.895509, 1, 0, 0.505254, 0.00588636 ) ); + // itree = 566 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485071, -0.00258656 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506281, 0.00122333 ), 5, -0.69014, 1, 0, 0.503117, 0.0043606 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484155, -0.00236818 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500012, 0.000178808 ), 0, 9.1746, 1, 0, 0.490347, -0.0102074 ), + 2, 2, 1, 0, 0.497688, -6.54173e-05 ) ); + // itree = 567 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519892, 0.00155319 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499061, 0.000196342 ), 0, 8.39114, 1, 0, 0.501284, 0.0026632 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500699, -0.00314682 ), 1, 5, 1, 0, 0.501256, 0.00147941 ) ); + // itree = 568 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478058, 0.000737107 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566884, 0.00261762 ), 3, -0.695852, 1, 0, 0.52284, 0.0163421 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503195, 0.000386264 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489482, -0.00156619 ), 1, 2, 1, 0, 0.493447, -0.00547649 ), + 0, 8.47021, 1, 0, 0.497462, -0.00265739 ) ); + // itree = 569 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506733, 0.00130709 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496213, -0.000829102 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503068, 0.00316967 ), 0, 9.74208, 1, 0, 0.496722, -0.0040855 ), + 0, 8.24309, 1, 0, 0.497401, -0.00291058 ) ); + // itree = 570 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44177, -0.00342261 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487946, 0.00170843 ), 4, -0.897849, 1, 0, 0.482622, 0.00751542 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479875, -0.000208587 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.660477, -0.00261554 ), 3, 0.895291, 1, 0, 0.505823, -0.00311428 ), + 4, -0.705275, 1, 0, 0.499503, -0.00021863 ) ); + // itree = 571 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473242, 0.00103575 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447252, -0.0040348 ), 4, -0.906354, 1, 0, 0.451806, -0.0191428 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502489, -0.000513034 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510037, 0.00172836 ), 0, 9.19153, 1, 0, 0.505366, 0.000461251 ), + 4, -0.799107, 1, 0, 0.497454, -0.00243462 ) ); + // itree = 572 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476329, -0.00329671 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49422, -0.000923862 ), 1, 2, 1, 0, 0.489053, -8.09451e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501114, 0.000903268 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486902, -0.00392583 ), 2, 3, 1, 0, 0.499644, 0.00267669 ), + 0, 8.91595, 1, 0, 0.495544, -0.00384813 ) ); + // itree = 573 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457305, -0.00156068 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511342, 0.0011098 ), 4, -0.798862, 1, 0, 0.503799, 0.00473665 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494973, -0.00351988 ), 1, 5, 1, 0, 0.503393, 0.00277219 ) ); + // itree = 574 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419649, -0.00103122 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57218, 0.000881608 ), 3, -0.707723, 1, 0, 0.497322, -0.000317119 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566781, 0.00479401 ), 4, 0.890097, 1, 0, 0.500107, 0.000733649 ) ); + // itree = 575 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483299, 0.00119591 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508026, -8.61881e-05 ), 4, -0.702757, 1, 0, 0.501194, 0.00173479 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468236, -0.00883494 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485189, -0.00193146 ), 0, 9.90099, 1, 0, 0.477381, -0.0174351 ), + 0, 9.751, 1, 0, 0.49957, 0.000427562 ) ); + // itree = 576 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.39549, -0.00180847 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443517, 0.00361292 ), 2, 3, 1, 0, 0.399913, -0.00115101 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537202, -0.000114914 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.622635, 0.00346007 ), 4, 0.0460063, 1, 0, 0.556921, 0.00413082 ), + 3, -0.80209, 1, 0, 0.49903, -0.000496133 ) ); + // itree = 577 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500439, 0.00236048 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493915, -0.00154152 ), 4, -0.697302, 1, 0, 0.494957, -0.00567802 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505146, 0.000956709 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492204, -0.0013253 ), 2, 3, 1, 0, 0.503885, 0.000121093 ), + 1, 2, 1, 0, 0.501277, 0.000604294 ) ); + // itree = 578 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.335981, 0.000173419 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450292, 0.00722207 ), 3, -0.913513, 1, 0, 0.364282, 0.0113386 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529624, -0.0010336 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524341, 0.000323697 ), 2, 2, 1, 0, 0.527288, -0.000577679 ), + 3, -0.895537, 1, 0, 0.498874, -0.000574172 ) ); + // itree = 579 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4334, -0.00472777 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492316, 0.00214688 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506962, -0.000341138 ), 4, -0.712807, 1, 0, + 0.503387, 0.00165419 ), + 4, -0.891404, 1, 0, 0.500781, 0.000722316 ) ); + // itree = 580 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478546, 0.00470066 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502435, 0.00028865 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499884, -0.00429084 ), 1, 5, 1, 0, 0.502325, 8.89332e-05 ), + 4, -0.889553, 1, 0, 0.501376, 0.00150581 ) ); + // itree = 581 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508177, 6.52598e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477959, -0.00293763 ), 0, 8.4746, 1, 0, 0.497038, -0.00903217 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512741, 0.00232987 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497544, -0.000310651 ), 0, 9.0448, 1, 0, 0.502688, 0.00444428 ), + 0, 8.66464, 1, 0, 0.501418, 0.00141583 ) ); + // itree = 582 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481951, -0.00158134 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50723, 0.000753403 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489642, -0.00160051 ), 0, 9.12671, 1, 0, + 0.498742, -0.000518339 ), + 0, 8.28058, 1, 0, 0.497422, -0.00175956 ) ); + // itree = 583 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504915, -0.000135711 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47774, -0.00266001 ), 2, 2, 1, 0, 0.493391, -0.000777942 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503866, 0.000852961 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482523, -0.00270648 ), 0, 9.52089, 1, 0, 0.499104, 0.00162668 ), + 0, 8.77296, 1, 0, 0.4975, -0.00179573 ) ); + // itree = 584 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458419, -0.00127006 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538501, -0.000154903 ), 3, -0.694461, 1, 0, 0.497623, -0.00726257 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491859, 0.000319587 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534182, 0.00211445 ), 4, 0.0475076, 1, 0, 0.503829, 0.00470902 ), + 0, 8.39924, 1, 0, 0.503145, 0.00338958 ) ); + // itree = 585 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.331905, -0.00335988 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52949, 6.59086e-05 ), 3, -0.896305, 1, 0, 0.496273, -0.0027418 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547495, 0.00463939 ), 1, 5, 1, 0, 0.498721, -0.00155174 ) ); + // itree = 586 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50894, 0.00117776 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490332, -0.000268535 ), 0, 8.83146, 1, 0, 0.496464, 0.00247386 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506874, -0.00364202 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549428, 0.00199149 ), 2, 2, 1, 0, 0.521011, -0.00141994 ), + 4, 0.79865, 1, 0, 0.500167, 0.000358009 ) ); + // itree = 587 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494917, 0.00352277 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497405, 0.000529188 ), 5, -0.678029, 1, 0, 0.497194, 0.00488428 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535395, 0.000201061 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484007, -0.0124732 ), 0, 9.3651, 1, 0, 0.520903, -0.0120971 ), + 4, 0.796457, 1, 0, 0.5009, 0.00222985 ) ); + // itree = 588 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496151, -0.000725814 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500319, 0.00231756 ), 0, 9.38582, 1, 0, 0.497155, -0.00180986 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460106, -0.00190034 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552219, 0.00466018 ), 4, -0.699456, 1, 0, 0.521462, 0.0159094 ), + 1, 4, 1, 0, 0.500552, -0.000887312 ) ); + // itree = 589 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.378758, 0.00148482 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522427, -0.00317342 ), 3, -0.895333, 1, 0, 0.482523, -0.0118928 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513436, 0.00153037 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494646, -0.000743203 ), 0, 9.27029, 1, 0, 0.507315, 0.00660974 ), + 5, -0.690645, 1, 0, 0.50425, 0.00432273 ) ); + // itree = 590 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.307839, -0.00177358 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461919, 0.00123902 ), 3, -0.926405, 1, 0, 0.43132, 0.00481979 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565417, -0.000464148 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580567, -0.0058392 ), 0, 9.53235, 1, 0, 0.56781, -0.0058476 ), + 3, -0.707726, 1, 0, 0.500279, -0.000569694 ) ); + // itree = 591 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474183, -0.0036045 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507724, 0.00186715 ), 5, -0.743924, 1, 0, 0.48121, -0.0154427 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495688, -0.000603085 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511291, 0.00133806 ), 1, 3, 1, 0, 0.500102, -0.00110538 ), + 5, -0.691701, 1, 0, 0.497795, -0.00215799 ) ); + // itree = 592 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493577, -0.000945754 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502213, 0.00050526 ), 0, 8.41095, 1, 0, 0.501232, 0.00152833 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419946, -0.00532988 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557721, -0.00128394 ), 3, -0.702591, 1, 0, 0.489202, -0.0174651 ), + 2, 3, 1, 0, 0.499943, -0.000297133 ) ); + // itree = 593 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458212, 0.000341695 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56814, -0.00163624 ), 3, 0.799219, 1, 0, 0.498834, -0.00267158 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488337, 0.00618367 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506818, 0.00148939 ), 4, -0.795897, 1, 0, 0.503782, 0.00911561 ), + 0, 9.26688, 1, 0, 0.500455, 0.00118983 ) ); + // itree = 594 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50988, -0.000162692 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475677, -0.00239867 ), 2, 2, 1, 0, 0.494536, -0.000897365 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504912, 0.00085464 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482243, -0.00201471 ), 0, 9.5553, 1, 0, 0.501194, 0.00324818 ), + 0, 8.46603, 1, 0, 0.500297, 0.00124944 ) ); + // itree = 595 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488473, -0.000782688 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477842, -0.00403299 ), 1, 4, 1, 0, 0.483168, -0.0142322 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484659, 0.00272721 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506073, 0.000196451 ), 4, -0.799107, 1, 0, 0.503321, 0.00310395 ), + 5, -0.7852, 1, 0, 0.502135, 0.00211611 ) ); + // itree = 596 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.349882, 0.00114113 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469422, -0.000956974 ), 3, -0.905324, 1, 0, 0.440463, -0.00345723 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512, -0.00479396 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.613632, 0.00204636 ), + 3, 0.828934, 1, 0, 0.599499, 0.00588404 ), + 3, 0.801963, 1, 0, 0.500561, 7.27393e-05 ) ); + // itree = 597 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475382, -0.00288408 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497018, -0.000516313 ), 5, -0.69037, 1, 0, 0.494559, -0.00495777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538034, 0.00279697 ), 1, 5, 1, 0, 0.496658, -0.00315461 ) ); + // itree = 598 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.363097, -0.0026003 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46126, 0.000548835 ), 3, -0.874039, 1, 0, 0.402348, -0.00752961 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528988, 0.0011358 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.647728, -0.00158713 ), 3, 0.905949, 1, 0, 0.557811, 0.00383396 ), + 3, -0.802119, 1, 0, 0.500046, -0.000388339 ) ); + // itree = 599 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464165, -0.00159948 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435372, -0.000374446 ), 0, 8.51469, 1, 0, 0.440164, -0.00446839 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58264, 0.0020839 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.604404, 0.000555367 ), 0, 8.74798, 1, 0, 0.598945, 0.00685719 ), + 3, 0.801942, 1, 0, 0.500381, -0.00017326 ) ); + // itree = 600 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451966, -0.000911514 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425626, 0.00219378 ), 0, 8.72204, 1, 0, 0.432647, 0.00624792 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554445, -0.000939714 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.660896, 0.00207724 ), 4, 0.795935, 1, 0, 0.569267, -0.00351489 ), + 3, -0.707314, 1, 0, 0.50109, 0.00135701 ) ); + // itree = 601 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.404398, -0.000303187 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524312, 0.00112111 ), 3, -0.811226, 1, 0, 0.473288, 0.00359637 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.631651, -0.00327583 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.64442, 0.00399818 ), 1, 4, 1, 0, 0.63425, -0.00282879 ), + 3, 0.895731, 1, 0, 0.50202, 0.00125544 ) ); + // itree = 602 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499785, 0.00451915 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468613, -1.56738e-05 ), 1, 3, 1, 0, 0.482812, 0.00576489 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493127, -0.00181323 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501408, -0.000446171 ), 0, 8.44469, 1, 0, 0.500349, -0.00451133 ), + 4, -0.799135, 1, 0, 0.497783, -0.00204714 ) ); + // itree = 603 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473502, -0.00038601 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45811, -0.0040901 ), 4, -0.758113, 1, 0, 0.47018, -0.00750842 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531046, 0.00206327 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508518, 8.81007e-05 ), 0, 8.75467, 1, 0, 0.514651, 0.00539449 ), + 4, -0.705568, 1, 0, 0.502628, 0.00190623 ) ); + // itree = 604 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420625, -0.00618778 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497633, -0.000265296 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525727, 0.00216791 ), 1, 4, 1, 0, 0.501222, -0.00172404 ), + 4, -0.890102, 1, 0, 0.49806, -0.0010069 ) ); + // itree = 605 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486344, 0.00383862 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445302, -0.00407645 ), 5, -0.779667, 1, 0, 0.452735, -0.0159169 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504994, 5.25048e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506618, -0.00462172 ), 1, 5, 1, 0, 0.50506, 0.000577539 ), + 4, -0.798862, 1, 0, 0.497185, -0.00315336 ) ); + // itree = 606 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514867, 0.00017222 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516609, 0.00199186 ), 2, 2, 1, 0, 0.515645, 0.000737724 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489368, -0.00138013 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497281, 3.30363e-05 ), 0, 9.04086, 1, 0, 0.494161, -0.00386243 ), + 0, 8.48789, 1, 0, 0.497227, -0.00201746 ) ); + // itree = 607 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494039, -0.000371069 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504283, 0.00089364 ), 2, 2, 1, 0, 0.498456, 0.000820581 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562549, 0.00476239 ), 4, 0.889218, 1, 0, 0.500965, 0.00186318 ) ); + // itree = 608 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490573, 0.000133939 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514707, -0.00135079 ), 4, 0.0462377, 1, 0, 0.497583, -0.00181959 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540453, 0.00378958 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507308, 0.00133549 ), 0, 8.91718, 1, 0, 0.520712, 0.0151645 ), + 2, 3, 1, 0, 0.500125, -0.000362928 ) ); + // itree = 609 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420747, -7.01296e-06 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520741, 0.00633279 ), 3, -0.745787, 1, 0, 0.428096, 0.0031671 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553327, -0.00110796 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.622272, -0.00422323 ), 4, 0.79578, 1, 0, 0.562818, -0.00925952 ), + 3, -0.707801, 1, 0, 0.496876, -0.00317711 ) ); + // itree = 610 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492459, -0.00119385 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500931, 0.00064265 ), 0, 8.6975, 1, 0, 0.498884, -0.000109884 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506529, -0.000883413 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46309, -0.00648388 ), 1, 3, 1, 0, 0.494242, 0.00143539 ), + 2, 3, 1, 0, 0.498379, -0.000975533 ) ); + // itree = 611 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502668, 7.61567e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486067, -0.00248956 ), 1, 3, 1, 0, 0.496919, -8.0866e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.408876, 0.00247227 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562999, 0.000434056 ), 3, -0.801007, 1, 0, 0.505112, 0.00624215 ), + 0, 8.73592, 1, 0, 0.503005, 0.00272153 ) ); + // itree = 612 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483807, -0.00247338 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500679, -6.17117e-05 ), 1, 2, 1, 0, 0.495726, 0.000437116 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517972, 0.00360819 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501308, 0.000844775 ), 0, 9.18721, 1, 0, 0.50444, 0.0067732 ), + 0, 9.08025, 1, 0, 0.499946, 9.50671e-05 ) ); + // itree = 613 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.366279, -0.00224162 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.34126, 0.0012969 ), 0, 9.03249, 1, 0, 0.351023, -0.00341015 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52346, 0.000881507 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563998, -0.000452051 ), 4, 0.0452317, 1, 0, 0.533605, 0.00352043 ), + 3, -0.895461, 1, 0, 0.501912, 0.0023174 ) ); + // itree = 614 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532266, 0.00382256 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50494, 0.000778752 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50049, -0.000639606 ), 1, 3, 1, 0, 0.503376, 0.00166864 ), + 0, 8.13401, 1, 0, 0.504764, 0.00351887 ) ); + // itree = 615 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463932, -0.000509029 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502322, 0.00175311 ), 2, 3, 1, 0, 0.468471, -0.000112067 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.642963, 0.00285025 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.66814, -0.00366109 ), 4, 0.794911, 1, 0, 0.649001, 0.00758185 ), + 3, 0.896605, 1, 0, 0.499485, -0.000223622 ) ); + // itree = 616 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51963, 0.00229569 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52919, 0.00143584 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497366, -0.000511706 ), 0, 8.49637, 1, 0, + 0.500446, -0.00130614 ), + 0, 8.19165, 1, 0, 0.5015, 2.62133e-05 ) ); + // itree = 617 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478572, -0.00195032 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526161, 0.00159556 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499569, 8.08863e-05 ), 0, 8.59949, 1, 0, 0.502711, 0.00217714 ), + 0, 8.31257, 1, 0, 0.500691, 0.000337028 ) ); + // itree = 618 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467279, 0.00365309 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501155, -0.000399908 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504486, 0.00250436 ), 0, 9.47729, 1, 0, 0.501763, + -0.000578692 ), + 4, -0.891391, 1, 0, 0.500518, 0.000138871 ) ); + // itree = 619 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493627, -0.000820518 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501663, 0.000801827 ), 0, 9.0384, 1, 0, 0.497774, -0.00128105 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507472, 0.00477544 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524833, 0.000354434 ), 4, -0.795543, 1, 0, 0.517814, 0.0132917 ), + 5, 0.0515983, 1, 0, 0.500292, 0.000549878 ) ); + // itree = 620 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471846, 0.000430965 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470493, -0.00235275 ), 4, -0.808928, 1, 0, 0.471162, -0.00633505 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442992, 0.000108517 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594028, 0.00223778 ), 3, -0.707032, 1, 0, 0.516034, 0.00719624 ), + 4, -0.705275, 1, 0, 0.504007, 0.00356943 ) ); + // itree = 621 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528642, 0.00324105 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506519, 0.000703879 ), 1, 2, 1, 0, 0.512994, -0.000220283 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446163, -0.00168927 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.677125, 0.00127125 ), 3, 0.897006, 1, 0, 0.494204, -0.00496683 ), + 0, 9.18181, 1, 0, 0.505511, 0.00465073 ) ); + // itree = 622 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.343818, -0.0090372 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40214, -0.00136682 ), 5, -0.780594, 1, 0, 0.397862, -0.0113616 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53885, -0.000147125 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.616562, 0.00216111 ), 4, 0.0445331, 1, 0, 0.556578, 0.00221781 ), + 3, -0.801893, 1, 0, 0.49837, -0.00276232 ) ); + // itree = 623 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529048, 0.00637471 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512485, 0.00214701 ), 5, -0.828155, 1, 0, 0.520778, 0.0238057 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50303, 0.000315941 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491963, -0.00404997 ), 1, 5, 1, 0, 0.502627, 0.000277134 ), + 5, -0.783966, 1, 0, 0.503676, 0.00230943 ) ); + // itree = 624 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516506, 0.00101712 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492833, -0.0011077 ), 0, 8.47044, 1, 0, 0.496173, -0.00403081 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47618, -0.00749391 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507884, -0.00273422 ), 5, 0.835098, 1, 0, 0.491166, -0.030425 ), + 5, 0.790974, 1, 0, 0.495905, -0.00544253 ) ); + // itree = 625 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46704, -0.000502363 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489318, 0.00257682 ), 1, 5, 1, 0, 0.467998, -0.000941532 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.62283, -0.00236837 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.701777, 0.0044862 ), 0, 9.57362, 1, 0, 0.636317, -0.00936345 ), + 3, 0.896302, 1, 0, 0.497754, -0.00362478 ) ); + // itree = 626 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420596, -0.00647247 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.36894, 0.0015502 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523287, -0.000962908 ), 3, -0.896545, 1, 0, + 0.498493, -0.00388392 ), + 4, -0.891383, 1, 0, 0.495683, -0.00493294 ) ); + // itree = 627 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498551, 0.00647321 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462945, -0.00225618 ), 5, -0.784269, 1, 0, 0.466592, -0.00867517 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50798, 0.00127591 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515529, -0.00130352 ), 4, 0.0469659, 1, 0, 0.510944, 0.00187344 ), + 4, -0.703513, 1, 0, 0.498689, -0.00104139 ) ); + // itree = 628 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41356, 0.00127681 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549203, -0.00040824 ), 3, -0.802314, 1, 0, 0.499228, 0.00126732 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547465, 0.00423314 ), 1, 5, 1, 0, 0.501595, 3.86353e-05 ) ); + // itree = 629 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485912, 0.0056177 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.353103, -0.0014205 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533394, 0.000482805 ), 3, -0.896055, 1, 0, + 0.50386, 0.00133546 ), + 4, -0.892817, 1, 0, 0.503175, 0.00240581 ) ); + // itree = 630 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467441, -0.00114012 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513853, 0.00101608 ), 4, -0.702353, 1, 0, 0.501899, 0.00296202 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.405091, -0.00392392 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.579379, -0.000217841 ), 3, -0.706972, 1, 0, 0.494809, -0.013248 ), + 1, 4, 1, 0, 0.50088, 0.00166399 ) ); + // itree = 631 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487585, -0.00028257 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529064, 0.00156434 ), 4, 0.0454631, 1, 0, 0.500456, 0.00179065 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487812, -0.00188031 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511059, 0.000542098 ), 2, 3, 1, 0, 0.49374, 0.000743971 ), + 2, 2, 1, 0, 0.497605, 4.76427e-05 ) ); + // itree = 632 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508324, 0.00144411 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466035, -0.000458408 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.654692, 0.00138351 ), 3, 0.897299, 1, 0, + 0.499417, -0.00110209 ), + 0, 8.20497, 1, 0, 0.499943, -0.000152834 ) ); + // itree = 633 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453933, 0.00126778 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429505, -0.00148528 ), 1, 3, 1, 0, 0.446044, 0.000272739 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563183, 0.000932741 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593034, -0.0033159 ), 4, -0.702352, 1, 0, 0.582144, -0.0102354 ), + 3, 0.801503, 1, 0, 0.497225, -0.00227208 ) ); + // itree = 634 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437375, 0.000345452 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.611641, 0.00234556 ), 3, 0.802842, 1, 0, 0.505497, 0.007187 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.344251, -0.00297206 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524919, 0.000191787 ), 3, -0.892105, 1, 0, 0.499722, -0.00132894 ), + 2, 2, 1, 0, 0.503056, -0.000459483 ) ); + // itree = 635 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52666, 0.0015774 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495489, -0.000649507 ), 2, 2, 1, 0, 0.513243, 0.000735962 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493147, -0.000957454 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491998, -0.00423934 ), 1, 5, 1, 0, 0.493093, -0.00644761 ), + 0, 8.5443, 1, 0, 0.496368, -0.00414894 ) ); + // itree = 636 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480907, -0.00149712 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520406, 0.000114405 ), 0, 8.29907, 1, 0, 0.498436, -0.00795849 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504511, 0.00235606 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500874, 0.000219149 ), 5, -0.687941, 1, 0, 0.501329, 0.00274017 ), + 0, 8.49295, 1, 0, 0.500909, 0.0011856 ) ); + // itree = 637 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509641, 0.000370993 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530338, 0.00409754 ), 0, 8.59658, 1, 0, 0.515162, 0.0113645 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506973, 0.0018344 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494682, -0.000932201 ), 5, -0.691671, 1, 0, 0.496216, -0.00311245 ), + 0, 8.73592, 1, 0, 0.501167, 0.000670386 ) ); + // itree = 638 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529875, 0.00722587 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486795, -0.00127118 ), 1, 4, 1, 0, 0.508363, 0.0169113 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45541, -0.00248136 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504621, -7.16963e-05 ), 4, -0.795651, 1, 0, 0.497856, -0.00246437 ), + 5, -0.783966, 1, 0, 0.49847, -0.00137137 ) ); + // itree = 639 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480964, -0.00226469 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510297, 0.00105872 ), 5, -0.670459, 1, 0, 0.506896, 0.00560757 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479031, -0.00184189 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527067, 0.00152757 ), 4, 0.046733, 1, 0, 0.492879, -0.00411619 ), + 0, 9.04212, 1, 0, 0.49971, 0.000623036 ) ); + // itree = 640 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50075, 0.000589708 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514113, -0.00404826 ), 4, 0.892467, 1, 0, 0.501185, 0.0028412 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552946, 0.00627386 ), 1, 5, 1, 0, 0.503725, 0.0016798 ) ); + // itree = 641 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481616, 0.00527624 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496217, -1.98819e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549263, 0.00288362 ), 4, 0.805266, 1, 0, 0.504026, 0.00230053 ), + 4, -0.891383, 1, 0, 0.503183, 0.00328017 ) ); + // itree = 642 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433427, -0.00436758 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502287, 0.000193232 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509617, -0.0030125 ), 1, 5, 1, 0, 0.502602, 0.00110397 ), + 4, -0.892932, 1, 0, 0.500171, -0.000475941 ) ); + // itree = 643 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400308, -0.000404287 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422282, -0.00546467 ), 3, -0.820124, 1, 0, 0.402293, -0.00572116 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557629, 0.000982479 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.661701, 0.0069098 ), 5, 0.780141, 1, 0, 0.562776, 0.00798074 ), + 3, -0.802119, 1, 0, 0.50352, 0.0029215 ) ); + // itree = 644 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444085, 0.000469193 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488459, 0.00353086 ), 2, 3, 1, 0, 0.449239, 0.000888196 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559058, -0.00453316 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.588128, -0.000857283 ), 5, -0.784191, 1, 0, 0.585764, -0.00700035 ), + 3, 0.801151, 1, 0, 0.500713, 0.000493599 ) ); + // itree = 645 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488435, -0.000364459 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546401, 0.00275667 ), 0, 8.21752, 1, 0, 0.52007, 0.0129045 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488921, -0.000900299 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535582, 0.00110868 ), 4, 0.796334, 1, 0, 0.496381, -0.00336022 ), + 0, 8.47044, 1, 0, 0.499681, -0.0010947 ) ); + // itree = 646 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391349, -0.00186353 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415655, 8.06038e-05 ), 2, 2, 1, 0, 0.401019, 0.000566719 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562634, 0.000268461 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560015, 0.0022218 ), 2, 2, 1, 0, 0.561462, 0.000456489 ), + 3, -0.802184, 1, 0, 0.501428, 0.00180977 ) ); + // itree = 647 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437521, 0.00149712 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480171, -0.000520065 ), 4, -0.698128, 1, 0, 0.470185, -0.000441525 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56774, -0.00453614 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.669008, -0.000989115 ), 3, 0.923964, 1, 0, 0.629672, -0.0141193 ), + 3, 0.897009, 1, 0, 0.497554, -0.00278869 ) ); + // itree = 648 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499419, 0.000250483 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57089, 0.00521073 ), 4, 0.892328, 1, 0, 0.502338, 0.00260738 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436896, -0.0057101 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.590441, 0.0011747 ), 3, 0.794151, 1, 0, 0.492455, -0.0183819 ), + 2, 3, 1, 0, 0.501285, 0.000240035 ) ); + // itree = 649 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510207, 0.00148278 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495322, -0.000521569 ), 1, 2, 1, 0, 0.499776, 3.53866e-06 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577422, 0.00647194 ), 4, 0.890019, 1, 0, 0.502899, 0.00190924 ) ); + // itree = 650 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.37094, -0.000710304 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481281, 0.00198941 ), 3, -0.874219, 1, 0, 0.432042, 0.00562826 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529758, -0.00226679 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580789, 0.000347844 ), 0, 8.62185, 1, 0, 0.57067, -0.00278102 ), + 3, -0.707109, 1, 0, 0.502376, 0.00136174 ) ); + // itree = 651 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511199, 0.00133524 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484376, -0.00102557 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53017, 0.000773673 ), 4, 0.04812, 1, 0, 0.497095, -0.00322907 ), + 0, 8.28055, 1, 0, 0.498207, -0.00187652 ) ); + // itree = 652 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.432191, -0.000598994 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.606321, 0.00138036 ), 3, 0.802564, 1, 0, 0.500297, 0.000863289 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461647, -0.00100056 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524742, 0.00200378 ), 4, -0.696781, 1, 0, 0.510282, 0.00818517 ), + 2, 2, 1, 0, 0.504526, 0.000695323 ) ); + // itree = 653 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431713, 0.00240161 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559291, 0.000321675 ), 3, -0.707496, 1, 0, 0.499392, 0.0082131 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441213, 0.000412042 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.591597, -0.00261581 ), 3, -0.800812, 1, 0, 0.518843, -0.0068921 ), + 4, 0.0454631, 1, 0, 0.504832, 0.00398838 ) ); + // itree = 654 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481059, -0.0018599 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489394, 6.88727e-05 ), 0, 8.69274, 1, 0, 0.487358, -0.00391897 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498581, -0.00216866 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545639, 0.00278633 ), 4, 0.758049, 1, 0, 0.534869, 0.00949349 ), + 4, 0.0486652, 1, 0, 0.500759, -0.000135701 ) ); + // itree = 655 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488421, 0.00657051 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5047, 0.000406075 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498984, -0.00206497 ), 2, 3, 1, 0, 0.504078, -0.000517579 ), + 4, -0.892817, 1, 0, 0.503502, 0.00234619 ) ); + // itree = 656 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5086, 0.00330176 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502916, 0.000293743 ), 5, -0.678919, 1, 0, 0.503547, 0.00393378 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528472, -0.00315725 ), 4, 0.890158, 1, 0, 0.50453, 0.00306048 ) ); + // itree = 657 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492139, -0.000356916 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492023, -0.00274276 ), 0, 8.19164, 1, 0, 0.492081, -0.014836 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528349, 0.00182681 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497361, -0.000581771 ), 0, 8.54725, 1, 0, 0.499274, -0.0020079 ), + 0, 8.40492, 1, 0, 0.498433, -0.00350809 ) ); + // itree = 658 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517544, 3.61237e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535364, 0.00369595 ), 2, 2, 1, 0, 0.525056, 0.000762604 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486167, -0.000862417 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53391, 0.00139537 ), 4, 0.0481516, 1, 0, 0.499521, -0.00145207 ), + 0, 8.48987, 1, 0, 0.503195, 0.000870273 ) ); + // itree = 659 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472002, -0.00057987 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515222, 0.00080499 ), 4, -0.703513, 1, 0, 0.503076, 0.00263637 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445548, -0.00435044 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595928, 0.00218568 ), 3, 0.793425, 1, 0, 0.49753, -0.0116556 ), + 2, 3, 1, 0, 0.502471, 0.000525614 ) ); + // itree = 660 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50075, -0.00026993 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517436, 0.00329187 ), 0, 9.17064, 1, 0, 0.505611, 0.00306457 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462971, -0.00811695 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487149, -0.00172149 ), 0, 9.61469, 1, 0, 0.480646, -0.0132759 ), + 0, 9.52588, 1, 0, 0.501692, 0.000499027 ) ); + // itree = 661 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456708, -0.00394477 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492348, 9.75757e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515159, -0.00204727 ), 4, 0.0451339, 1, 0, + 0.498669, -0.00289647 ), + 0, 8.14088, 1, 0, 0.496604, -0.00483631 ) ); + // itree = 662 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.35639, -0.00809442 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557446, -0.00160595 ), 3, -0.800698, 1, 0, 0.469546, -0.0277271 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502031, 0.000231967 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498276, -0.00434466 ), 1, 5, 1, 0, 0.501895, 0.000716748 ), + 5, -0.690476, 1, 0, 0.497925, -0.00307196 ) ); + // itree = 663 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46789, -0.00246908 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499335, -0.000238246 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540839, 0.00382596 ), 5, 0.793219, 1, 0, + 0.501543, -0.000223947 ), + 0, 8.22123, 1, 0, 0.49951, -0.00177801 ) ); + // itree = 664 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47538, 0.00381268 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502237, 0.000279392 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496861, -0.00204991 ), 5, 0.0529474, 1, 0, + 0.501616, 9.26565e-05 ), + 4, -0.891391, 1, 0, 0.50063, 0.000851283 ) ); + // itree = 665 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510863, 0.0015784 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494873, -0.00126859 ), 0, 8.18841, 1, 0, 0.495991, -0.00685751 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463264, -0.00242462 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511952, 0.00231834 ), 4, -0.705275, 1, 0, 0.498628, 0.00416624 ), + 0, 9.37479, 1, 0, 0.496648, -0.00410946 ) ); + // itree = 666 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484482, -0.00220497 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499494, 0.000195293 ), 1, 2, 1, 0, 0.495214, -0.00152581 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542051, 0.00398297 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514199, 0.00318026 ), 0, 8.95644, 1, 0, 0.526482, 0.0203568 ), + 2, 3, 1, 0, 0.498591, 0.000174098 ) ); + // itree = 667 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446171, 0.000795063 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570837, -0.000943287 ), 3, 0.802863, 1, 0, 0.49242, 0.00106497 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545945, 0.0036248 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519515, -0.00167907 ), 2, 2, 1, 0, 0.536243, 0.00257751 ), + 4, 0.0468818, 1, 0, 0.504614, 0.00383697 ) ); + // itree = 668 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504168, 0.000466682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484628, -0.00147488 ), 0, 8.67882, 1, 0, 0.489238, -0.00504277 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572797, 0.00383546 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542003, 0.00147697 ), 0, 8.82029, 1, 0, 0.550023, 0.0140708 ), + 4, 0.795935, 1, 0, 0.498671, -0.00207668 ) ); + // itree = 669 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494795, 0.000534622 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478994, -0.00215003 ), 1, 4, 1, 0, 0.492781, -0.00134187 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465994, -0.00279502 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.697077, 0.00206451 ), 3, 0.894198, 1, 0, 0.511959, -0.0121253 ), + 4, 0.0468013, 1, 0, 0.498225, -0.00253904 ) ); + // itree = 670 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.332791, -0.00321711 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527017, -0.000448124 ), 3, -0.895334, 1, 0, 0.494779, -0.00534705 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537623, 0.00325477 ), 1, 5, 1, 0, 0.496765, -0.00237997 ) ); + // itree = 671 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.405305, -5.66933e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437861, 0.00300841 ), 1, 4, 1, 0, 0.41055, -0.000710066 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487197, -0.0021601 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597741, -2.04859e-05 ), 3, 0.820825, 1, 0, 0.546542, -0.00707955 ), + 3, -0.80209, 1, 0, 0.496906, -0.00350522 ) ); + // itree = 672 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.220773, -0.0074934 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.384674, 0.0022831 ), 3, -0.959456, 1, 0, 0.355706, 0.00541195 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517188, -0.00150248 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537861, 2.68945e-05 ), 1, 3, 1, 0, 0.524008, -0.00302556 ), + 3, -0.896497, 1, 0, 0.495555, -0.00444082 ) ); + // itree = 673 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475061, -0.00190738 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502546, 0.000685565 ), 0, 8.22123, 1, 0, 0.500838, 0.00269537 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481404, 0.00108552 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502833, -0.00358776 ), 4, -0.70487, 1, 0, 0.495332, -0.0125642 ), + 1, 4, 1, 0, 0.500064, 0.000297363 ) ); + // itree = 674 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.367056, 0.0064124 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.361882, 0.000670352 ), 1, 2, 1, 0, 0.363044, 0.00206367 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538654, 0.00214109 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526963, -0.000570804 ), 4, -0.799135, 1, 0, 0.528503, -0.00153093 ), + 3, -0.896545, 1, 0, 0.500777, 0.000579275 ) ); + // itree = 675 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499686, -0.000282523 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483076, -0.00232354 ), 2, 2, 1, 0, 0.492405, 2.21279e-06 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435366, -0.00558562 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506761, 0.00137 ), 4, -0.890205, 1, 0, 0.503259, 0.00482114 ), + 0, 9.04212, 1, 0, 0.497971, -0.0019615 ) ); + // itree = 676 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50117, 0.00103856 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490317, -0.000337238 ), 0, 9.27207, 1, 0, 0.497681, 0.00477721 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515935, -0.00288283 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557851, 0.00246562 ), 1, 4, 1, 0, 0.526283, -0.00255307 ), + 4, 0.795286, 1, 0, 0.502118, 0.00257082 ) ); + // itree = 677 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512503, 0.0013115 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493238, -0.00085908 ), 0, 8.89902, 1, 0, 0.50062, 0.00164377 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484833, -0.00247684 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506438, 0.00221331 ), 0, 9.51183, 1, 0, 0.488281, -0.0127458 ), + 1, 3, 1, 0, 0.496282, 8.20363e-05 ) ); + // itree = 678 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481255, 0.00399391 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497596, -0.000385134 ), 4, -0.895741, 1, 0, 0.496993, -0.00160204 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510027, -0.00677754 ), 4, 0.892405, 1, 0, 0.497464, -0.0028413 ) ); + // itree = 679 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443587, 0.000469565 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565827, -0.00173798 ), 3, 0.802946, 1, 0, 0.488109, -0.0018744 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533514, 0.00212447 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527198, -0.000937432 ), 5, 0.0410242, 1, 0, 0.532227, 0.00943444 ), + 4, 0.0467696, 1, 0, 0.500519, 0.00130672 ) ); + // itree = 680 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.213634, -0.00791157 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.374734, -0.000543482 ), 3, -0.958969, 1, 0, 0.345076, -0.00899061 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529659, 0.000435795 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550881, 0.00194481 ), 1, 3, 1, 0, 0.53663, 0.00479024 ), + 3, -0.896055, 1, 0, 0.503698, 0.0034194 ) ); + // itree = 681 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47886, 0.000726548 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510681, 0.00488917 ), 4, -0.74541, 1, 0, 0.483393, 0.008283 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477192, -0.00237444 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507188, -0.000397422 ), 0, 8.24287, 1, 0, 0.505131, -0.00390402 ), + 4, -0.705275, 1, 0, 0.499244, -0.000603199 ) ); + // itree = 682 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497071, 0.000649832 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538203, 0.00199132 ), 4, 0.0488489, 1, 0, 0.508668, 0.00747963 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477675, -0.00255127 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542477, 0.00389822 ), 4, 0.796057, 1, 0, 0.488724, -0.00609904 ), + 0, 9.28433, 1, 0, 0.502401, 0.0032129 ) ); + // itree = 683 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443284, -0.00412782 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472748, 0.000443447 ), 4, -0.83467, 1, 0, 0.453063, -0.0145257 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503377, 3.33242e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542801, 0.00298625 ), 5, 0.0529474, 1, 0, 0.507065, 0.00199553 ), + 4, -0.798862, 1, 0, 0.499036, -0.000460885 ) ); + // itree = 684 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.423347, -0.00248284 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.39705, 0.000687968 ), 0, 8.76097, 1, 0, 0.403796, -0.00328002 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565608, 0.000861646 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562583, 0.00271428 ), 2, 2, 1, 0, 0.56429, -0.000261955 ), + 3, -0.80175, 1, 0, 0.505027, 0.00534316 ) ); + // itree = 685 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499834, 0.000312859 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490328, -0.00183229 ), 1, 4, 1, 0, 0.498587, -0.000204263 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572315, 0.00528259 ), 4, 0.889873, 1, 0, 0.501456, 0.00124184 ) ); + // itree = 686 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465352, -0.00102791 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533861, -0.00282324 ), 3, 0.787026, 1, 0, 0.491367, -0.0160254 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498677, -0.000142809 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503339, 0.00312566 ), 0, 9.60084, 1, 0, 0.499373, 0.000864519 ), + 0, 8.61329, 1, 0, 0.497806, -0.00244312 ) ); + // itree = 687 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.403694, -0.000456658 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490246, 0.00154735 ), 3, -0.810304, 1, 0, 0.428207, 0.00107523 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500472, -0.00301469 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.604108, -0.000115249 ), 3, 0.836304, 1, 0, 0.563708, -0.00866618 ), + 3, -0.707726, 1, 0, 0.496819, -0.00385742 ) ); + // itree = 688 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.362675, -0.0018986 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52576, 0.000161408 ), 3, -0.893762, 1, 0, 0.500207, -0.00107954 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48449, -0.00326946 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494173, 0.000530887 ), 0, 9.62614, 1, 0, 0.487486, -0.00975863 ), + 0, 9.22629, 1, 0, 0.495597, -0.00422496 ) ); + // itree = 689 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514116, 0.00202645 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49955, -0.000374322 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503591, 0.00113362 ), 0, 9.15213, 1, 0, 0.501325, 0.000543072 ), + 0, 8.12551, 1, 0, 0.501907, 0.00149763 ) ); + // itree = 690 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498878, 0.00309675 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42722, 0.000851615 ), 0, 8.3452, 1, 0, 0.433774, 0.00735641 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510184, -0.00194523 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.611182, 0.000184888 ), 3, 0.849224, 1, 0, 0.566367, -0.00539973 ), + 3, -0.707726, 1, 0, 0.500887, 0.000899766 ) ); + // itree = 691 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400016, -0.00106337 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559106, 0.00184032 ), 3, -0.800801, 1, 0, 0.507579, 0.00595913 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490974, -0.00107291 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513987, 0.0010849 ), 5, 0.046946, 1, 0, 0.494629, -0.00467861 ), + 1, 2, 1, 0, 0.498389, -0.000751965 ) ); + // itree = 692 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468139, -0.00233647 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502221, 0.000459373 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505442, -0.00286991 ), 5, 0.789236, 1, 0, + 0.502399, 0.00171986 ), + 0, 8.26161, 1, 0, 0.499927, -0.00018477 ) ); + // itree = 693 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494194, -0.000553947 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532452, 0.00371623 ), 1, 5, 1, 0, 0.495658, 0.00048726 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517612, 0.00277794 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523146, -0.00118922 ), 5, 0.830848, 1, 0, 0.518956, 0.0112683 ), + 5, 0.0515391, 1, 0, 0.498603, -0.00071369 ) ); + // itree = 694 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473638, -0.00355439 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512461, 0.00256824 ), 5, -0.75507, 1, 0, 0.485155, -0.0109095 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516757, 0.0020153 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505727, 0.000958326 ), 0, 8.31257, 1, 0, 0.506671, 0.00696218 ), + 5, -0.687941, 1, 0, 0.503951, 0.00470275 ) ); + // itree = 695 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504547, 0.00374521 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489986, -0.00269808 ), 4, -0.699375, 1, 0, 0.4922, -0.0108335 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.406047, -0.000402877 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565554, 0.00142606 ), 3, -0.800823, 1, 0, 0.50411, 0.00456578 ), + 1, 2, 1, 0, 0.50063, -0.00137243 ) ); + // itree = 696 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517018, 0.00151587 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496383, -0.000339744 ), 0, 8.43922, 1, 0, 0.498973, 0.000228288 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500658, -0.000681222 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517557, 0.00346132 ), 0, 8.73217, 1, 0, 0.51336, 0.0121398 ), + 1, 3, 1, 0, 0.504003, 0.000371886 ) ); + // itree = 697 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486651, 0.00129427 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462247, -0.000736438 ), 1, 2, 1, 0, 0.469846, 0.000715755 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.614491, -0.0103802 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.638834, -0.000527909 ), 1, 2, 1, 0, 0.633408, -0.00813 ), + 3, 0.897009, 1, 0, 0.498231, -0.00295008 ) ); + // itree = 698 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487453, -0.000873643 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492852, 0.000950778 ), 0, 8.65759, 1, 0, 0.491641, 0.00215474 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51496, -0.00164917 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488784, -0.00910778 ), 0, 9.52939, 1, 0, 0.510989, -0.0138825 ), + 4, 0.0461572, 1, 0, 0.497075, -0.00234948 ) ); + // itree = 699 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399463, -0.00127395 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565447, 0.00240356 ), 3, -0.80092, 1, 0, 0.510012, 0.00767552 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447003, -0.00298192 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503417, -0.000544508 ), 4, -0.7965, 1, 0, 0.493226, -0.00593565 ), + 1, 2, 1, 0, 0.498138, 0.000317751 ) ); + // itree = 700 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431519, -0.00493451 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501901, 0.000221892 ), 4, -0.895738, 1, 0, 0.499318, 0.000425075 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517677, -0.00502999 ), 4, 0.892405, 1, 0, 0.500012, -0.000605715 ) ); + // itree = 701 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468455, -0.00112518 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502504, -3.81939e-05 ), 4, -0.729158, 1, 0, 0.492238, -0.00225179 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534152, 0.000179855 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562137, 0.00657719 ), 4, 0.905875, 1, 0, 0.538787, 0.00674235 ), + 4, 0.798657, 1, 0, 0.49935, -0.000877662 ) ); + // itree = 702 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521562, 0.00368688 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504614, 0.000481482 ), 5, -0.782738, 1, 0, 0.505584, 0.0045433 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426801, -0.0032413 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.691108, 0.00304332 ), 3, 0.896302, 1, 0, 0.483969, -0.0078808 ), + 0, 9.42779, 1, 0, 0.501, 0.00190852 ) ); + // itree = 703 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478645, 0.00362986 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499826, -0.000493752 ), 4, -0.886886, 1, 0, 0.499015, -0.00234888 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468823, 0.000270523 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51533, 0.0040857 ), 4, -0.700255, 1, 0, 0.502791, 0.0103949 ), + 0, 9.63567, 1, 0, 0.499414, -0.00100459 ) ); + // itree = 704 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431126, 0.000768294 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546757, 0.00207694 ), 3, -0.720892, 1, 0, 0.477648, 0.00856962 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.622438, -0.00770843 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.643568, 0.000379899 ), 1, 2, 1, 0, 0.63885, -0.00919743 ), + 3, 0.896325, 1, 0, 0.505876, 0.00577588 ) ); + // itree = 705 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487617, 0.00654228 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471049, -0.000448414 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.663258, 0.00143346 ), 3, 0.896957, 1, 0, 0.50119, -0.00125148 ), + 4, -0.891268, 1, 0, 0.500699, -5.53463e-07 ) ); + // itree = 706 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458393, 0.00269964 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535357, -0.000438403 ), 3, -0.793504, 1, 0, 0.507151, 0.00569794 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492592, -0.0011192 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478608, -0.00558992 ), 5, 0.0522022, 1, 0, 0.490774, -0.00826534 ), + 0, 8.91107, 1, 0, 0.49698, -0.00297416 ) ); + // itree = 707 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488356, -0.00118452 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496194, 0.000497421 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529639, -0.00127047 ), 4, 0.798373, 1, 0, + 0.501428, 0.00140968 ), + 0, 8.31257, 1, 0, 0.500289, 0.000262041 ) ); + // itree = 708 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41203, 0.0012 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452187, 0.00569425 ), 5, + 0.0529474, 1, 0, 0.419022, 0.01218 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542237, -0.00782261 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546841, -0.00092356 ), 5, -0.784303, 1, 0, 0.546626, -0.00761746 ), + 3, -0.801893, 1, 0, 0.49922, -0.00026252 ) ); + // itree = 709 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477228, -0.00313622 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483322, -0.00122624 ), 2, 2, 1, 0, 0.479819, -0.000802745 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442177, 0.000569522 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.590985, -0.00119722 ), 3, 0.801399, 1, 0, 0.498907, -0.000428398 ), + 0, 8.43436, 1, 0, 0.496605, -0.00322696 ) ); + // itree = 710 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494942, -0.000305555 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522775, 0.00318563 ), 2, 3, 1, 0, 0.498054, -0.000180508 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55324, 0.00484469 ), 1, 5, 1, 0, 0.500633, -0.000593868 ) ); + // itree = 711 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496052, 0.00258017 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495366, -0.00126552 ), 4, -0.698128, 1, 0, 0.495476, -0.00399376 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508156, 0.00129175 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482121, -0.00423024 ), 0, 9.68126, 1, 0, 0.505804, 0.00638173 ), + 1, 2, 1, 0, 0.502834, 0.00146559 ) ); + // itree = 712 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436105, 0.000430542 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.586362, 0.00283533 ), 3, -0.705905, 1, 0, 0.511967, 0.0105038 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491208, -0.00100117 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518641, 0.00196473 ), 1, 4, 1, 0, 0.496601, 0.000233853 ), + 1, 2, 1, 0, 0.501055, 0.00210518 ) ); + // itree = 713 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.340345, -0.00162801 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533029, 0.000459314 ), 3, -0.895537, 1, 0, 0.5006, 0.000946682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491983, -0.00414486 ), 1, 5, 1, 0, 0.500191, -0.00113708 ) ); + // itree = 714 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486538, 0.00339563 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54642, 0.00125213 ), 3, -0.791567, 1, 0, 0.524636, 0.019422 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460868, -0.00213655 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510656, 0.000595578 ), 4, -0.702353, 1, 0, 0.496943, -0.000777446 ), + 0, 8.59321, 1, 0, 0.502081, 0.00297031 ) ); + // itree = 715 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466666, -0.00441247 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498754, -0.000160929 ), 0, 8.82312, 1, 0, 0.488336, -0.0135003 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535306, 0.00340924 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50119, 0.000335958 ), 0, 8.33755, 1, 0, 0.504307, 0.00491459 ), + 1, 2, 1, 0, 0.499685, -7.73701e-05 ) ); + // itree = 716 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430435, 0.000100442 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529285, -0.00170452 ), 3, -0.799581, 1, 0, 0.493171, -0.00823504 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492528, 0.00049895 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513676, -0.00440665 ), 4, 0.798711, 1, 0, 0.495978, -0.00101927 ), + 0, 9.1424, 1, 0, 0.494389, -0.00510476 ) ); + // itree = 717 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.371954, -0.000367157 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478321, 0.00293406 ), 3, -0.87402, 1, 0, 0.414316, 0.00655194 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527375, -0.0013764 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567809, 0.000678086 ), 0, 8.90624, 1, 0, 0.552204, -0.00250303 ), + 3, -0.80209, 1, 0, 0.501324, 0.000838243 ) ); + // itree = 718 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536293, 0.00243749 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496129, -0.000172919 ), 0, 8.47044, 1, 0, 0.501617, 0.00250968 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496318, -0.00121633 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468376, -0.00506191 ), 1, 4, 1, 0, 0.493095, -0.00218935 ), + 2, 2, 1, 0, 0.497988, -0.000255493 ) ); + // itree = 719 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516788, 0.00189057 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495766, -0.00061672 ), 0, 9.02616, 1, 0, 0.505787, 0.0057332 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492241, -0.00139943 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494444, -0.000556157 ), 0, 8.80726, 1, 0, 0.493775, -0.00578088 ), + 1, 2, 1, 0, 0.497259, -0.00158437 ) ); + // itree = 720 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.396949, -0.00135547 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436232, 0.00288403 ), 5, 0.0529474, 1, 0, 0.403708, -0.00359316 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555424, 0.00124129 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583801, -0.00215361 ), 5, 0.043968, 1, 0, 0.558263, 0.0059347 ), + 3, -0.80209, 1, 0, 0.501155, 0.00241414 ) ); + // itree = 721 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.363055, -0.00544856 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453878, 0.000933831 ), 5, -0.774279, 1, 0, 0.44938, 0.00428119 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503129, -0.00470356 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595354, -0.00025161 ), 3, 0.81913, 1, 0, 0.587241, -0.00421944 ), + 3, 0.801172, 1, 0, 0.5014, 0.00107355 ) ); + // itree = 722 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497273, -0.000249084 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484982, -0.00193234 ), 1, 3, 1, 0, 0.494306, -8.59491e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500011, -0.000416418 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55615, 0.0061886 ), 5, 0.773876, 1, 0, 0.512655, 0.00599948 ), + 1, 4, 1, 0, 0.496906, -0.00243641 ) ); + // itree = 723 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40537, 5.12679e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461047, 0.00568268 ), 2, 3, 1, 0, 0.410787, 0.00113723 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461348, -0.00320197 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570523, 0.000127785 ), 3, -0.71666, 1, 0, 0.549205, -0.00364072 ), + 3, -0.80209, 1, 0, 0.498059, -0.00101868 ) ); + // itree = 724 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49316, -0.000353316 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510883, -0.00292568 ), 4, 0.796, 1, 0, 0.495107, -0.00395487 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507999, 0.00134387 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502252, -0.00197136 ), 5, 0.789909, 1, 0, 0.507229, 0.00587615 ), + 1, 3, 1, 0, 0.49936, -0.00119867 ) ); + // itree = 725 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.434019, -0.00412231 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496153, -0.00139617 ), 4, -0.779618, 1, 0, 0.486051, -0.0160795 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520884, 0.00612578 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502796, 0.00115998 ), 5, -0.781814, 1, 0, 0.503953, 0.00726746 ), + 0, 8.84637, 1, 0, 0.498039, -0.000445189 ) ); + // itree = 726 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43888, -0.00311294 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517851, -0.00144401 ), 3, -0.701156, 1, 0, 0.478584, -0.0231383 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498206, 0.000135112 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49821, -0.00351309 ), 1, 5, 1, 0, 0.498206, 0.000153409 ), + 0, 8.39143, 1, 0, 0.496021, -0.00277942 ) ); + // itree = 727 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437302, -0.00340929 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483338, 0.00147514 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508137, -0.000255036 ), 4, -0.714198, 1, 0, + 0.502019, 0.00109933 ), + 4, -0.89294, 1, 0, 0.49969, 0.000425406 ) ); + // itree = 728 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501755, 0.00102507 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566212, 0.00429089 ), 4, 0.0451826, 1, 0, 0.519092, 0.0171953 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50322, 0.00094405 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488364, -0.0041921 ), 2, 3, 1, 0, 0.501626, 0.00237532 ), + 0, 8.73592, 1, 0, 0.506166, 0.00639143 ) ); + // itree = 729 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512241, 0.0022389 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497808, -0.000296601 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535739, 0.00318659 ), 5, 0.793351, 1, 0, 0.499815, -0.0007324 ), + 0, 8.21888, 1, 0, 0.500605, 0.000773451 ) ); + // itree = 730 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519158, 0.00213267 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490184, 0.000191161 ), 0, 8.50103, 1, 0, 0.494489, 0.00414971 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51658, -0.000728998 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5041, -0.00549832 ), 4, 0.870697, 1, 0, 0.513963, -0.0100022 ), + 4, 0.0453826, 1, 0, 0.49987, 0.000239154 ) ); + // itree = 731 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507982, 0.000866849 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483079, -0.00366718 ), 5, 0.76366, 1, 0, 0.506156, 0.00422342 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474826, 0.00155535 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494089, -0.00183336 ), 4, -0.799187, 1, 0, 0.490962, -0.00579273 ), + 0, 9.10806, 1, 0, 0.499142, -0.00040049 ) ); + // itree = 732 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475939, -0.00282643 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493967, -0.00101669 ), 1, 2, 1, 0, 0.489028, -0.00598054 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500141, -0.000228009 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516731, 0.00565971 ), 0, 9.43101, 1, 0, 0.503568, 0.00294588 ), + 2, 2, 1, 0, 0.495213, -0.00119028 ) ); + // itree = 733 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446104, -0.00227915 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497213, -0.00314608 ), 3, -0.701156, 1, 0, 0.471133, -0.0274385 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.541138, 0.00310141 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49275, -0.000715028 ), 0, 8.62838, 1, 0, 0.498651, 8.64878e-05 ), + 0, 8.33755, 1, 0, 0.49613, -0.00243599 ) ); + // itree = 734 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53942, 0.00292467 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491503, -0.000859898 ), 2, 2, 1, 0, 0.518797, -0.000133387 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484262, -0.00195458 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501995, 0.000958109 ), 0, 9.0268, 1, 0, 0.494978, -0.00304522 ), + 0, 8.47044, 1, 0, 0.498142, -0.000875513 ) ); + // itree = 735 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491027, 0.000426671 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490234, -0.00229309 ), 2, 3, 1, 0, 0.490935, -0.000455738 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5076, -0.00228152 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513326, -0.00150131 ), 0, 8.65384, 1, 0, 0.512086, -0.0110693 ), + 4, 0.0457206, 1, 0, 0.496889, -0.00238479 ) ); + // itree = 736 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502858, 0.000273129 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482924, -0.00316727 ), 0, 9.31372, 1, 0, 0.500079, -0.000293702 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509015, 0.00405943 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485713, -0.00141036 ), 0, 9.9259, 1, 0, 0.504892, 0.0122438 ), + 0, 9.48864, 1, 0, 0.500943, 0.00195699 ) ); + // itree = 737 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.332588, -0.00193909 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428952, 0.00120335 ), 4, -0.796227, 1, 0, 0.412675, 0.00450738 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570073, 0.00229354 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545791, -0.00118942 ), 4, -0.798461, 1, 0, 0.549206, -0.00466492 ), + 3, -0.802156, 1, 0, 0.499135, -0.0013011 ) ); + // itree = 738 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437726, -0.00109023 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.588761, 0.00054336 ), 3, 0.801133, 1, 0, 0.49424, -0.00319553 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564811, 0.00626183 ), 4, 0.892521, 1, 0, 0.496788, -0.0018995 ) ); + // itree = 739 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428189, -0.00198429 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410439, 0.00207498 ), 0, 9.17472, 1, 0, 0.421052, -0.00558306 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567536, 0.00178103 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584606, -0.000276003 ), 0, 9.05517, 1, 0, 0.576084, 0.00657674 ), + 3, -0.706635, 1, 0, 0.500119, 0.000618474 ) ); + // itree = 740 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498219, 0.0029129 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462899, -0.000407316 ), 2, 2, 1, 0, 0.485245, -0.00148426 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507412, 5.97004e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497129, -0.00790866 ), 5, 0.781372, 1, 0, 0.507004, -0.00152873 ), + 4, -0.705275, 1, 0, 0.500991, 0.00195823 ) ); + // itree = 741 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418848, 0.000150182 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565098, 0.00145421 ), 3, -0.707496, 1, 0, 0.496127, 0.00534096 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53554, 0.00140355 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50647, -0.00350938 ), 0, 8.97877, 1, 0, 0.518674, -0.00491003 ), + 4, 0.0453826, 1, 0, 0.502442, 0.00246994 ) ); + // itree = 742 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52213, 0.00425198 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476004, -0.00506973 ), 0, 9.42611, 1, 0, 0.512496, 0.0190091 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500549, 0.000234188 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491509, -0.00453327 ), 1, 5, 1, 0, 0.500199, 0.000392986 ), + 5, -0.687941, 1, 0, 0.501711, 0.00261572 ) ); + // itree = 743 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41438, 0.000703172 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498177, 0.00238878 ), 3, -0.797345, 1, 0, 0.43449, 0.00747958 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498477, -0.0020685 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597097, 0.000594253 ), 3, 0.810565, 1, 0, 0.568893, -0.00171879 ), + 3, -0.707496, 1, 0, 0.502151, 0.00284894 ) ); + // itree = 744 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47133, -0.00123622 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.455657, -0.000227735 ), 0, 9.04027, 1, 0, 0.463463, -0.00559782 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.627524, 0.000746977 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.783834, 0.0082219 ), 3, 0.960192, 1, 0, 0.653349, 0.00890284 ), + 3, 0.89726, 1, 0, 0.496234, -0.00309525 ) ); + // itree = 745 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428008, -0.000487263 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543847, -0.00381381 ), 3, -0.705561, 1, 0, 0.486486, -0.0140753 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493482, -0.00118848 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50225, 0.00090021 ), 0, 8.72796, 1, 0, 0.500036, 0.000696789 ), + 1, 2, 1, 0, 0.496039, -0.00364995 ) ); + // itree = 746 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428569, 0.00160686 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42944, -0.000958856 ), 2, 2, 1, 0, 0.428942, -0.000230364 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544635, -0.00150031 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.759373, 0.00332431 ), 3, 0.952588, 1, 0, 0.563792, -0.00760427 ), + 3, -0.707539, 1, 0, 0.497712, -0.00218825 ) ); + // itree = 747 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426829, 0.000144363 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490419, -0.00249094 ), 3, -0.649361, 1, 0, 0.440359, -0.00299601 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.579456, 0.00205026 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.600485, 0.000120795 ), 0, 8.69274, 1, 0, 0.595944, 0.00452502 ), + 3, 0.802208, 1, 0, 0.498903, -0.000165986 ) ); + // itree = 748 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467212, -0.00213308 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506561, 0.00115677 ), 0, 8.17687, 1, 0, 0.504424, 0.0054849 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465076, -0.00512568 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506423, -0.00125204 ), 5, 0.768826, 1, 0, 0.488784, -0.0182347 ), + 5, 0.0497204, 1, 0, 0.502424, 0.00245155 ) ); + // itree = 749 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50341, 0.00104433 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485322, -0.00103025 ), 1, 2, 1, 0, 0.491171, -0.000683223 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557078, 0.00619732 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540039, 0.00124703 ), 4, 0.816617, 1, 0, 0.542974, 0.0122642 ), + 4, 0.798752, 1, 0, 0.498871, -4.20479e-05 ) ); + // itree = 750 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.423671, -0.000252938 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557509, 0.00171092 ), 3, -0.801395, 1, 0, 0.508638, 0.00732304 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492539, -0.000409355 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485182, -0.00285766 ), 1, 2, 1, 0, 0.487324, -0.00824044 ), + 0, 9.27698, 1, 0, 0.501824, 0.00222632 ) ); + // itree = 751 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521884, 0.00208882 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493494, 0.00046315 ), 0, 8.5724, 1, 0, 0.498705, 0.00586546 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506092, -0.00366759 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535486, 0.00126146 ), 0, 9.02929, 1, 0, 0.522858, -0.0092394 ), + 4, 0.796517, 1, 0, 0.502468, 0.0035126 ) ); + // itree = 752 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467303, -0.00221704 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514883, 0.00130549 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496546, -0.000548398 ), 0, 8.92346, 1, 0, + 0.503074, 0.00208786 ), + 0, 8.17292, 1, 0, 0.501232, 0.000793882 ) ); + // itree = 753 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467632, -0.000335124 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487829, 0.0028981 ), 1, 5, 1, 0, 0.468482, -0.0006924 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.645125, 0.00284271 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.665221, -0.00250473 ), 0, 9.27207, 1, 0, 0.653267, 0.00736833 ), + 3, 0.89726, 1, 0, 0.499939, 0.000199303 ) ); + // itree = 754 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51579, 0.00238911 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484428, -0.00239909 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502596, 0.000312366 ), 5, -0.690645, 1, 0, + 0.500371, -8.99998e-05 ), + 0, 8.20497, 1, 0, 0.5013, 0.00143668 ) ); + // itree = 755 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419315, -0.000252002 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446362, -0.00492081 ), 3, -0.758634, 1, 0, 0.422225, -0.00519968 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572152, 0.00241717 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584844, 0.000724957 ), 0, 8.85932, 1, 0, 0.580544, 0.00953713 ), + 3, -0.707412, 1, 0, 0.501994, 0.00222548 ) ); + // itree = 756 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454502, -0.000670978 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435937, 0.00223874 ), 0, 9.07354, 1, 0, 0.445631, 0.00217204 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561876, -0.00199721 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.775703, 0.0069996 ), 3, 0.954131, 1, 0, 0.585148, -0.00788624 ), + 3, 0.801399, 1, 0, 0.49849, -0.00163878 ) ); + // itree = 757 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484765, 0.00115638 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56632, 0.00277482 ), 3, -0.701156, 1, 0, 0.525843, 0.0187874 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501039, 0.000681229 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500664, -0.00116457 ), 1, 4, 1, 0, 0.500986, 0.00222716 ), + 0, 8.44294, 1, 0, 0.504098, 0.00450347 ) ); + // itree = 758 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485792, -0.00254488 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498509, 0.000531583 ), 0, 8.73592, 1, 0, 0.495308, -0.00380195 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519668, 0.00236106 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499341, -0.000528215 ), 0, 8.96542, 1, 0, 0.508002, 0.00656427 ), + 2, 2, 1, 0, 0.500659, -0.000396826 ) ); + // itree = 759 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490681, -0.000332646 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532894, 0.00206848 ), 4, 0.050425, 1, 0, 0.50138, 0.00160757 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.387012, 0.000844751 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536032, -0.00334097 ), 3, -0.894804, 1, 0, 0.491499, -0.013836 ), + 5, 0.0582191, 1, 0, 0.500128, -0.000349308 ) ); + // itree = 760 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473936, -0.00152944 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572929, -0.00405081 ), 3, 0.890718, 1, 0, 0.487499, -0.0164796 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511415, 0.00204665 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496492, -0.000611093 ), 0, 8.95339, 1, 0, 0.498519, -0.000598968 ), + 0, 8.83146, 1, 0, 0.49497, -0.00571323 ) ); + // itree = 761 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.345516, 0.00100708 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415385, 0.00572682 ), 5, 0.053617, 1, 0, 0.361831, 0.0119202 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504191, -0.00358384 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526009, -0.000671054 ), 4, -0.799135, 1, 0, 0.523099, -0.00673673 ), + 3, -0.896324, 1, 0, 0.495437, -0.00353648 ) ); + // itree = 762 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421198, 0.00247135 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557816, 0.000666855 ), 3, -0.802119, 1, 0, 0.506598, 0.00842417 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.427496, -0.00374914 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567599, 0.00108187 ), 3, -0.702196, 1, 0, 0.4991, -0.0070256 ), + 2, 3, 1, 0, 0.505763, 0.000131628 ) ); + // itree = 763 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51026, 0.00178644 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46722, 8.74559e-05 ), 0, 8.38513, 1, 0, 0.472267, 0.00256069 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553771, -0.00643323 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.668215, -0.000578822 ), 4, -0.799262, 1, 0, 0.631769, -0.0135696 ), + 3, 0.89726, 1, 0, 0.499476, -0.000190912 ) ); + // itree = 764 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495956, -0.000310847 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500769, -0.00265976 ), 0, 8.34369, 1, 0, 0.497457, -0.0101193 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51774, 0.00172354 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495577, -0.000449833 ), 0, 8.60955, 1, 0, 0.497073, -0.00127466 ), + 0, 8.47044, 1, 0, 0.497125, -0.00248069 ) ); + // itree = 765 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492085, 0.00318381 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468326, -0.00117821 ), 1, 4, 1, 0, 0.487687, 0.00824596 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497225, -0.000864007 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531751, 0.000781135 ), 4, 0.749489, 1, 0, 0.508123, -0.00230394 ), + 4, -0.702234, 1, 0, 0.502669, 0.00208878 ) ); + // itree = 766 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477066, 0.00105832 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494716, -0.0012817 ), 4, -0.795939, 1, 0, 0.49285, -0.00663948 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473832, 0.00144631 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.63104, -0.000348729 ), 3, 0.897308, 1, 0, 0.507795, 0.00695098 ), + 1, 3, 1, 0, 0.498057, -0.00214307 ) ); + // itree = 767 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.334474, -0.0017349 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5292, 0.000372852 ), 3, -0.895569, 1, 0, 0.499745, 0.000643494 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508568, 0.00100852 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554667, 0.00615328 ), 1, 4, 1, 0, 0.524129, 0.0112275 ), + 5, 0.050952, 1, 0, 0.502862, 0.00275878 ) ); + // itree = 768 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54486, 0.00309803 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505633, 0.000881329 ), 2, 2, 1, 0, 0.529088, -0.000340906 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479848, -0.00388412 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500617, 0.000383479 ), 0, 8.51997, 1, 0, 0.499462, 2.55908e-05 ), + 0, 8.38513, 1, 0, 0.502567, 0.00243878 ) ); + // itree = 769 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512286, 0.00196797 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425283, -0.0056594 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500553, -0.000314529 ), 4, -0.892979, 1, 0, + 0.497695, -0.00298355 ), + 0, 8.20497, 1, 0, 0.498529, -0.00162136 ) ); + // itree = 770 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466102, -0.00250776 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499549, -0.000338582 ), 0, 8.20718, 1, 0, 0.496193, -0.00491726 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496007, 0.000217207 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51906, 0.00364589 ), 1, 3, 1, 0, 0.504051, 0.00597603 ), + 0, 9.16378, 1, 0, 0.499428, -0.0004118 ) ); + // itree = 771 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521907, 0.000801779 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462672, -0.00389327 ), 2, 2, 1, 0, 0.496736, -5.00376e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51895, 0.00143872 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49793, 2.81872e-05 ), 0, 8.68229, 1, 0, 0.500684, 0.00180976 ), + 0, 8.4147, 1, 0, 0.500217, 0.000325334 ) ); + // itree = 772 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421424, -0.00447158 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.621289, 0.00146084 ), 3, 0.897308, 1, 0, 0.482596, -0.0175869 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493986, 0.000200095 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53207, 0.00152406 ), 4, 0.0473615, 1, 0, 0.503148, 0.00324119 ), + 5, -0.690476, 1, 0, 0.500596, 0.000654645 ) ); + // itree = 773 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.438416, -0.003783 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475178, 0.00115301 ), 0, 9.1424, 1, 0, 0.455353, -0.0127143 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.359376, -0.00159895 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534222, 0.000492526 ), 3, -0.895509, 1, 0, 0.507267, 0.00134743 ), + 4, -0.798862, 1, 0, 0.499531, -0.000747816 ) ); + // itree = 774 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424263, -0.000709308 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571134, 0.000934072 ), 3, -0.707642, 1, 0, 0.499803, 0.000807053 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506925, -0.0056216 ), 4, 0.889079, 1, 0, 0.500088, -0.000451012 ) ); + // itree = 775 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464279, -0.00168969 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507623, 2.92579e-05 ), 4, -0.699438, 1, 0, 0.496421, -0.00257063 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488433, -0.00511967 ), 5, 0.793101, 1, 0, 0.496024, -0.0039167 ) ); + // itree = 776 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.363651, -0.00563038 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583217, 0.000151867 ), 3, -0.801424, 1, 0, 0.477768, -0.0153402 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499201, 0.00545054 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502477, 9.97079e-05 ), 4, -0.886253, 1, 0, 0.502371, 0.00158975 ), + 5, -0.782738, 1, 0, 0.500934, 0.000601482 ) ); + // itree = 777 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49616, -0.000671439 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476085, -0.00490242 ), 5, 0.779697, 1, 0, 0.494912, -0.00684782 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506169, 0.0017773 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453727, -0.0113427 ), 0, 9.97485, 1, 0, 0.501976, 0.00412683 ), + 0, 9.26688, 1, 0, 0.497262, -0.00319581 ) ); + // itree = 778 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514211, 0.000980541 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496864, -0.000293223 ), 0, 8.43922, 1, 0, 0.499007, -0.000226966 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537111, 0.00284557 ), 1, 5, 1, 0, 0.500839, 0.00108232 ) ); + // itree = 779 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49027, -0.00102802 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502235, 0.00050086 ), 2, 2, 1, 0, 0.495445, -0.000179237 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558891, 0.00462455 ), 4, 0.89247, 1, 0, 0.497758, -0.0015068 ) ); + // itree = 780 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504603, 0.00113824 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499718, -0.00187749 ), 5, 0.0497204, 1, 0, 0.50389, 0.00467848 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469833, -0.0013081 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.65066, 0.00330898 ), 3, 0.890275, 1, 0, 0.496692, -0.00405951 ), + 2, 2, 1, 0, 0.500834, 0.000531522 ) ); + // itree = 781 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451269, -0.00260619 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561214, -2.86473e-05 ), 3, 0.797233, 1, 0, 0.490283, -0.0162291 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498655, 0.000374309 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493895, -0.00190773 ), 1, 4, 1, 0, 0.497981, -8.74496e-05 ), + 0, 8.58637, 1, 0, 0.496528, -0.00277912 ) ); + // itree = 782 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492035, 0.00112198 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48592, -0.00264896 ), 4, -0.698714, 1, 0, 0.486839, -0.0135824 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504027, 0.00102276 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525618, 0.00322924 ), 1, 4, 1, 0, 0.508332, 0.00474267 ), + 1, 2, 1, 0, 0.501989, 0.00183635 ) ); + // itree = 783 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.412823, -0.00229173 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38945, 0.000391246 ), 0, 9.03438, 1, 0, 0.400207, -0.007523 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526907, 0.000919263 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.645666, -0.00213959 ), 3, 0.906242, 1, 0, 0.55483, 0.00214929 ), + 3, -0.80209, 1, 0, 0.496736, -0.00148475 ) ); + // itree = 784 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462991, -0.00150205 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520715, -0.00319581 ), 3, 0.789546, 1, 0, 0.483929, -0.0206937 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511933, 0.00137004 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494782, -0.000825281 ), 0, 8.85171, 1, 0, 0.498937, -0.000426924 ), + 0, 8.43922, 1, 0, 0.497052, -0.00297147 ) ); + // itree = 785 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497158, -0.000136929 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49106, -0.00439885 ), 5, 0.790504, 1, 0, 0.4968, -0.0024066 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543722, 0.00479587 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500117, 0.000456984 ), 0, 9.01385, 1, 0, 0.520964, 0.017555 ), + 2, 3, 1, 0, 0.499413, -0.000655193 ) ); + // itree = 786 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493713, -0.000413015 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524521, 0.00445067 ), 5, -0.815073, 1, 0, 0.515542, 0.0189367 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491605, -0.000953282 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508052, 0.00105864 ), 2, 2, 1, 0, 0.498839, 0.000686613 ), + 5, -0.691197, 1, 0, 0.500914, 0.00174045 ) ); + // itree = 787 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512816, 0.0016348 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496871, -0.000263153 ), 0, 9.02482, 1, 0, 0.504426, 0.00552867 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506997, -0.000997052 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482084, -0.00650068 ), 5, 0.826683, 1, 0, 0.494879, -0.0205511 ), + 5, 0.782735, 1, 0, 0.503855, 0.00397056 ) ); + // itree = 788 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500657, 0.000328611 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490983, -0.00112015 ), 1, 3, 1, 0, 0.497931, 0.000356401 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514766, 0.00174495 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548038, 0.00590734 ), 5, 0.818545, 1, 0, 0.523789, 0.0178401 ), + 5, 0.0548487, 1, 0, 0.501286, 0.00182735 ) ); + // itree = 789 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.396009, -0.00110023 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422461, -0.00535131 ), 3, -0.820101, 1, 0, 0.39844, -0.00934875 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549108, 0.000273082 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558705, -0.00251711 ), 0, 9.27698, 1, 0, 0.552126, -0.0019955 ), + 3, -0.80209, 1, 0, 0.495883, -0.0046865 ) ); + // itree = 790 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509947, 0.00194016 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498881, -0.000506736 ), 5, -0.691197, 1, 0, 0.500224, -0.00159179 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499261, 0.00360546 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509735, -0.00380042 ), 4, 0.79474, 1, 0, 0.501026, 0.00894136 ), + 0, 9.48864, 1, 0, 0.500366, 0.000277407 ) ); + // itree = 791 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.403792, 0.00448378 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.328504, 0.000148544 ), 0, 9.14632, 1, 0, 0.364355, 0.0152634 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533115, 0.000239996 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505389, -0.00289162 ), 2, 3, 1, 0, 0.529803, -0.000531128 ), + 3, -0.896531, 1, 0, 0.501633, 0.00218681 ) ); + // itree = 792 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430727, -0.00124346 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563187, -1.84736e-05 ), 3, -0.705522, 1, 0, 0.497805, -0.00459902 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505333, 0.00167597 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480804, -0.00288337 ), 0, 9.67959, 1, 0, 0.498333, 0.00253571 ), + 0, 9.27698, 1, 0, 0.497972, -0.00233813 ) ); + // itree = 793 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50466, 0.00117503 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498328, -0.00111868 ), 0, 8.22428, 1, 0, 0.499726, -0.00478808 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506473, 0.00172968 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496671, -0.000932692 ), 2, 2, 1, 0, 0.502311, 0.00234154 ), + 0, 8.77604, 1, 0, 0.501575, 0.00103631 ) ); + // itree = 794 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511072, 0.0019706 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489256, -0.000301104 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510085, -0.00274477 ), 4, 0.0454631, 1, 0, + 0.495157, -0.00584609 ), + 0, 8.19324, 1, 0, 0.496029, -0.00442278 ) ); + // itree = 795 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463667, -0.00274002 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50567, 0.000984861 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501422, -0.00115541 ), 2, 3, 1, 0, 0.505208, 0.002667 ), + 0, 8.12827, 1, 0, 0.503336, 0.00329277 ) ); + // itree = 796 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464122, -0.00085663 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507041, 0.00535402 ), 4, -0.851215, 1, 0, 0.484741, 0.0137203 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501686, -0.00304467 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506013, 0.000196082 ), 5, -0.780175, 1, 0, 0.505831, 0.000410906 ), + 4, -0.797636, 1, 0, 0.502726, 0.0023706 ) ); + // itree = 797 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38202, -0.00226207 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540841, -0.00705288 ), 3, -0.800508, 1, 0, 0.466808, -0.0295595 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399567, -0.00151331 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551464, 5.16655e-05 ), 3, -0.802184, 1, 0, 0.496749, -0.00310784 ), + 5, -0.782962, 1, 0, 0.494935, -0.00471028 ) ); + // itree = 798 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474107, -0.00235704 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517546, 0.00399835 ), 5, -0.826952, 1, 0, 0.506511, 0.0147018 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450234, 0.000422181 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.591153, -0.000898301 ), 3, 0.802229, 1, 0, 0.500416, -0.00013082 ), + 5, -0.691197, 1, 0, 0.501165, 0.00169139 ) ); + // itree = 799 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500768, 0.000183437 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477425, -0.0035916 ), 0, 9.53235, 1, 0, 0.497153, -0.000904897 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498214, 0.00100767 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574378, 0.0054014 ), 4, 0.796334, 1, 0, 0.519612, 0.0138033 ), + 1, 4, 1, 0, 0.500352, 0.000971478 ) ); + // itree = 800 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509685, 0.00194235 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50129, -8.49301e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50035, 0.00504942 ), 0, 9.72219, 1, 0, 0.501213, 0.000845205 ), + 0, 8.20497, 1, 0, 0.501722, 0.00196212 ) ); + // itree = 801 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504054, 0.000386201 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544718, 0.00348423 ), 1, 4, 1, 0, 0.509718, 0.000339673 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495391, -0.000857769 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502766, 0.00329674 ), 0, 9.66845, 1, 0, 0.496377, -0.00261836 ), + 0, 8.80726, 1, 0, 0.50049, 0.000421698 ) ); + // itree = 802 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452516, 0.0013902 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.434999, -0.0017277 ), 1, 4, 1, 0, 0.450231, -3.06021e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527979, -0.00219405 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612836, -1.72565e-05 ), 3, 0.856519, 1, 0, 0.588159, -0.00443204 ), + 3, 0.802584, 1, 0, 0.502279, 0.00222517 ) ); + // itree = 803 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506337, 0.000512773 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488001, -0.00163881 ), 0, 8.80726, 1, 0, 0.493534, -0.00457867 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463586, 0.00666976 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.63303, 0.0031453 ), + 3, -0.707146, 1, 0, 0.542119, 0.0308513 ), + 5, 0.782735, 1, 0, 0.4964, -0.00248891 ) ); + // itree = 804 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.372634, -0.000296648 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483504, 0.00363447 ), 3, -0.873824, 1, 0, 0.416865, 0.00870821 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521816, -0.00157551 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562905, 0.000508008 ), 0, 8.73606, 1, 0, 0.551826, -0.00191916 ), + 3, -0.801893, 1, 0, 0.501835, 0.00201735 ) ); + // itree = 805 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51974, 0.00267951 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498203, -7.08153e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486505, -0.00377052 ), 1, 4, 1, 0, 0.496553, -0.00290235 ), + 0, 8.20497, 1, 0, 0.497936, -0.00171766 ) ); + // itree = 806 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473853, -0.00218907 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504768, 0.00107291 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498237, -0.00353256 ), 1, 5, 1, 0, 0.504459, 0.00436574 ), + 0, 8.17687, 1, 0, 0.502785, 0.00357959 ) ); + // itree = 807 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435449, 3.08127e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.614857, 0.00310207 ), 3, 0.801942, 1, 0, 0.506903, 0.00794791 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484126, -0.00188988 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502621, 0.000337981 ), 0, 8.94827, 1, 0, 0.494889, -0.00551343 ), + 2, 2, 1, 0, 0.501798, -0.000585319 ) ); + // itree = 808 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419809, -0.00131994 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43495, 0.00139549 ), 1, 3, 1, 0, 0.425136, -0.00331497 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544736, 0.00164309 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.646519, -0.000721845 ), 3, 0.900906, 1, 0, 0.577831, 0.00615972 ), + 3, -0.707314, 1, 0, 0.50242, 0.00203409 ) ); + // itree = 809 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517643, 0.00162009 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497448, -0.00206954 ), 1, 4, 1, 0, 0.514909, -0.00205136 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.351749, 0.00257484 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533958, -0.000653172 ), 3, -0.896593, 1, 0, 0.498681, -0.000468115 ), + 0, 8.80336, 1, 0, 0.503542, 0.00270264 ) ); + // itree = 810 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51876, 0.00135415 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490316, -0.000424807 ), 0, 8.50832, 1, 0, 0.494725, -2.05967e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51586, -0.00246801 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528579, -9.36429e-05 ), 0, 9.20045, 1, 0, 0.521124, -0.0106911 ), + 4, 0.796318, 1, 0, 0.498852, -0.00168885 ) ); + // itree = 811 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446299, -0.00260873 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483815, 0.00228515 ), 0, 9.23218, 1, 0, 0.460729, -0.00767057 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498011, 0.000186654 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530906, 0.00133478 ), 4, 0.0531506, 1, 0, 0.509011, 0.00355748 ), + 4, -0.795165, 1, 0, 0.501538, 0.00181961 ) ); + // itree = 812 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.401662, -0.000953383 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523864, 0.000907199 ), 3, -0.810884, 1, 0, 0.471556, 0.000986072 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597216, 0.00107573 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.654961, -0.00327203 ), 3, 0.919736, 1, 0, 0.636572, -0.00893091 ), + 3, 0.89726, 1, 0, 0.499915, -0.000718185 ) ); + // itree = 813 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424084, -0.00205979 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537671, 4.6109e-06 ), 3, -0.796356, 1, 0, 0.496545, -0.00647375 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.406253, 0.0025812 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561775, -0.000150678 ), 3, -0.802318, 1, 0, 0.502705, 0.00434966 ), + 0, 8.84637, 1, 0, 0.500635, 0.000711418 ) ); + // itree = 814 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491516, -0.000570341 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535006, 0.00102866 ), 4, 0.796041, 1, 0, 0.498049, -0.00218345 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53572, 0.00267357 ), 1, 5, 1, 0, 0.499857, -0.000744903 ) ); + // itree = 815 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470621, 0.00103187 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464097, -0.00303877 ), 4, -0.821629, 1, 0, 0.466904, -0.00832782 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508352, -0.00106024 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511167, 0.000647298 ), 0, 8.59321, 1, 0, 0.510634, 0.000990963 ), + 4, -0.704907, 1, 0, 0.498859, -0.00151824 ) ); + // itree = 816 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525887, 0.00538753 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503249, 0.000211046 ), 5, -0.78021, 1, 0, 0.50465, 0.00343893 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469753, -0.00497352 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504383, 0.000624962 ), 2, 2, 1, 0, 0.483968, -0.00836733 ), + 0, 9.53235, 1, 0, 0.501435, 0.00135392 ) ); + // itree = 817 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528517, 0.00338041 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502825, 0.000404512 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495613, -0.00139647 ), 1, 3, 1, 0, 0.50029, -0.00173055 ), + 0, 8.24309, 1, 0, 0.502148, 0.000940776 ) ); + // itree = 818 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465998, -0.000250879 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.628793, -0.00314595 ), 3, 0.89725, 1, 0, 0.495727, -0.00438974 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46072, 0.0054541 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561155, 0.00313317 ), + 3, -0.788822, 1, 0, 0.524889, 0.0219871 ), + 2, 3, 1, 0, 0.498912, 0.000490656 ) ); + // itree = 819 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520396, 0.00253405 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501022, 0.00031659 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499676, -0.0034482 ), 1, 5, 1, 0, 0.500956, 0.00145071 ), + 0, 8.17687, 1, 0, 0.50199, 0.00211808 ) ); + // itree = 820 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.351666, 0.00124009 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524709, -0.00079069 ), 3, -0.895522, 1, 0, 0.497072, -0.00319715 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534332, 0.00570618 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514452, 0.00133297 ), 5, -0.69149, 1, 0, 0.520322, 0.0167576 ), + 1, 4, 1, 0, 0.500374, 0.00203125 ) ); + // itree = 821 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492098, -0.000977612 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516165, 0.00214657 ), 2, 3, 1, 0, 0.494913, -0.000353125 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527969, 0.00263457 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496754, -0.00229652 ), 0, 9.26156, 1, 0, 0.517595, 0.00939766 ), + 1, 4, 1, 0, 0.498073, -0.00101384 ) ); + // itree = 822 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484203, -0.00223812 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494253, -0.000501944 ), 0, 8.61819, 1, 0, 0.492276, -0.00649238 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545882, 0.00673842 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51555, 0.00119324 ), 5, 0.743545, 1, 0, 0.522202, 0.0153851 ), + 5, 0.0462008, 1, 0, 0.495982, -0.00378319 ) ); + // itree = 823 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.394899, 0.000134632 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577481, 0.00306124 ), 3, 0.802229, 1, 0, 0.485065, 0.0098589 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500535, -0.00180332 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505546, -0.000237762 ), 0, 8.5443, 1, 0, 0.504722, -0.0039023 ), + 4, -0.702234, 1, 0, 0.49938, -0.000162551 ) ); + // itree = 824 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446849, -0.00234648 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518973, 0.00112675 ), 4, -0.785941, 1, 0, 0.507382, 0.0048224 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419198, -0.0021222 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.606538, 0.000449747 ), 3, 0.802584, 1, 0, 0.491956, -0.00573582 ), + 0, 8.91595, 1, 0, 0.497886, -0.0016771 ) ); + // itree = 825 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480476, 0.0010046 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514893, -0.00265915 ), 3, -0.695852, 1, 0, 0.497796, -0.00810092 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513088, 0.00193284 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497691, 0.000344307 ), 0, 9.12642, 1, 0, 0.505288, 0.00761782 ), + 0, 8.43922, 1, 0, 0.504379, 0.00571108 ) ); + // itree = 826 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501809, -0.000144159 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531442, 0.00287623 ), 1, 3, 1, 0, 0.512064, -0.000231774 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469801, -0.00432848 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49773, -0.000183168 ), 0, 8.92353, 1, 0, 0.494109, -0.00478073 ), + 0, 8.80336, 1, 0, 0.499417, -0.000998923 ) ); + // itree = 827 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493917, -0.000799548 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482954, -0.00255825 ), 1, 4, 1, 0, 0.492841, -1.8818e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543776, 0.00319272 ), 1, 5, 1, 0, 0.495221, -0.00179604 ) ); + // itree = 828 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448239, 0.000704093 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485141, 0.00585461 ), 1, 5, 1, 0, 0.449911, -0.000181406 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512387, -0.00481844 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.617721, 0.00106382 ), 3, 0.856138, 1, 0, 0.587627, -0.00473736 ), + 3, 0.802208, 1, 0, 0.501322, 0.00200309 ) ); + // itree = 829 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470688, 0.00127179 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.641211, -0.00103217 ), 3, 0.896957, 1, 0, 0.504743, 0.005779 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468353, -0.00149774 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.641684, 0.00154906 ), 3, 0.890704, 1, 0, 0.493502, -0.00665394 ), + 2, 2, 1, 0, 0.499953, -0.000342726 ) ); + // itree = 830 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503803, 0.00021862 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518177, 0.00330818 ), 0, 9.17836, 1, 0, 0.507966, 0.00574293 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461422, -0.00561962 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517632, 0.00115808 ), 4, 0.044946, 1, 0, 0.476733, -0.0138041 ), + 0, 9.53235, 1, 0, 0.503156, 0.00273212 ) ); + // itree = 831 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489194, -0.00180353 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500755, 0.00190023 ), 0, 9.32434, 1, 0, 0.492494, -0.00725437 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.37501, 0.00357946 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525832, 0.000329952 ), 3, -0.893952, 1, 0, 0.505816, 0.00419749 ), + 2, 2, 1, 0, 0.498101, -0.000635973 ) ); + // itree = 832 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475763, -0.0017501 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399518, -0.00117926 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560643, 0.000651053 ), 3, -0.801353, 1, 0, + 0.501173, 1.02275e-05 ), + 0, 8.24309, 1, 0, 0.499485, -0.00116964 ) ); + // itree = 833 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517213, 0.00116701 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497483, -0.000101398 ), 0, 8.47021, 1, 0, 0.500176, 0.00109285 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489454, -0.00390166 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500153, 0.000991548 ), 1, 3, 1, 0, 0.492558, -0.004048 ), + 2, 3, 1, 0, 0.499342, 0.000499244 ) ); + // itree = 834 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481517, 0.000470005 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496924, -0.00206191 ), 4, -0.689106, 1, 0, 0.492828, -0.012723 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467921, 0.00113071 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.644056, -0.0021426 ), 3, 0.89726, 1, 0, 0.500892, 0.00310033 ), + 0, 8.73592, 1, 0, 0.498784, -0.00103458 ) ); + // itree = 835 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505368, 0.00124185 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49271, -0.000908662 ), 0, 8.26442, 1, 0, 0.49364, -0.00411644 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426456, -9.89974e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594074, 0.00245819 ), 3, -0.706749, 1, 0, 0.510375, 0.00731628 ), + 1, 3, 1, 0, 0.499481, -0.000493157 ) ); + // itree = 836 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447725, -0.00849144 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492741, -0.00109505 ), 5, -0.802783, 1, 0, 0.476546, -0.0215574 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511772, 0.00185263 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501317, 2.4294e-05 ), 2, 2, 1, 0, 0.507175, -0.000493311 ), + 5, -0.69014, 1, 0, 0.503393, 0.00327623 ) ); + // itree = 837 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448262, 0.000536102 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580276, -0.00137058 ), 3, 0.801007, 1, 0, 0.497801, -0.000939964 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543596, 0.00432645 ), 5, 0.7935, 1, 0, 0.50018, 0.000454214 ) ); + // itree = 838 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502543, 0.00109418 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547137, 0.00461893 ), 4, 0.0408136, 1, 0, 0.509593, 0.0104444 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50294, 0.000540116 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484483, -0.00208403 ), 2, 3, 1, 0, 0.501067, -1.94764e-05 ), + 1, 2, 1, 0, 0.503556, 0.00136018 ) ); + // itree = 839 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46673, 0.00044204 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504778, 0.00346279 ), 4, -0.833084, 1, 0, 0.490571, 0.0144854 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529923, 0.00169313 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507404, -0.000164234 ), 0, 8.38306, 1, 0, 0.509778, 0.000907192 ), + 4, -0.70241, 1, 0, 0.504647, 0.00453454 ) ); + // itree = 840 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413753, -0.00321148 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.611871, 0.0019339 ), 3, 0.897322, 1, 0, 0.465644, -0.0122641 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512993, 0.000814403 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513416, -0.00464093 ), 1, 5, 1, 0, 0.513011, 0.00267722 ), + 4, -0.701797, 1, 0, 0.500126, -0.000695521 ) ); + // itree = 841 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492389, 0.00226148 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501179, -0.00066938 ), 4, -0.702234, 1, 0, 0.499094, 0.000153852 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481867, -0.00279815 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497219, -0.00105706 ), 0, 8.73217, 1, 0, 0.493349, -0.010894 ), + 1, 3, 1, 0, 0.497069, -0.00170758 ) ); + // itree = 842 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490308, -0.00091942 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493031, 0.000853827 ), 1, 2, 1, 0, 0.492091, 0.00199813 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47763, -0.00497777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527097, -0.000298759 ), 4, 0.758057, 1, 0, 0.51578, -0.0086184 ), + 4, 0.046733, 1, 0, 0.498673, -0.00137046 ) ); + // itree = 843 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467338, -0.00297207 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503028, -0.000563968 ), 0, 8.31868, 1, 0, 0.491124, -0.013259 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517973, 0.00271727 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498301, -7.70079e-05 ), 0, 8.8624, 1, 0, 0.50052, 0.0019432 ), + 0, 8.73592, 1, 0, 0.498049, -0.00205509 ) ); + // itree = 844 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527225, 0.0023119 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510234, 0.000191849 ), 1, 3, 1, 0, 0.521385, -0.000697527 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491929, -0.00102649 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516122, 0.0023785 ), 1, 4, 1, 0, 0.495358, -0.00316952 ), + 0, 8.66464, 1, 0, 0.501246, 0.0010833 ) ); + // itree = 845 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.33101, -0.000782125 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.342778, -0.005471 ), 1, 3, 1, 0, 0.335994, -0.00420658 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536244, 0.00174395 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536004, -5.89329e-05 ), 0, 8.82929, 1, 0, 0.536084, 0.00484865 ), + 3, -0.896545, 1, 0, 0.50264, 0.00147581 ) ); + // itree = 846 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503464, -5.58154e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487712, -0.00317485 ), 0, 8.3456, 1, 0, 0.496489, -0.0136898 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490949, -0.00133387 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507627, 0.00147636 ), 1, 2, 1, 0, 0.502684, 0.00326416 ), + 0, 8.5443, 1, 0, 0.501645, 0.000484755 ) ); + // itree = 847 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489523, -0.00157084 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50242, 0.00047655 ), 0, 8.76832, 1, 0, 0.493031, -0.0094313 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.335953, -0.000399106 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544186, 0.00130215 ), 3, -0.896573, 1, 0, 0.504436, 0.00498095 ), + 0, 8.91595, 1, 0, 0.500074, -0.000531009 ) ); + // itree = 848 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491464, 0.00239489 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556577, 0.00191627 ), 3, -0.701156, 1, 0, 0.524182, 0.0215726 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490963, -0.00122563 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503525, 0.00105148 ), 0, 9.17078, 1, 0, 0.49658, -0.00290645 ), + 0, 8.34941, 1, 0, 0.499217, -0.000567661 ) ); + // itree = 849 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516843, 0.002842 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501928, 0.000429267 ), 0, 8.18128, 1, 0, 0.502747, 0.00412096 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492389, -0.00372954 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504443, 0.00157091 ), 2, 2, 1, 0, 0.496525, -0.00424557 ), + 1, 4, 1, 0, 0.501872, 0.00165838 ) ); + // itree = 850 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522154, 0.00159956 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496814, -0.000236336 ), 0, 8.47044, 1, 0, 0.500307, 0.000951037 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486641, -0.00255961 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484061, -0.00715271 ), 5, 0.781372, 1, 0, 0.48607, -0.021774 ), + 1, 4, 1, 0, 0.498347, 0.000723312 ) ); + // itree = 851 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500568, 0.000335987 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511293, 0.00179219 ), 1, 3, 1, 0, 0.503564, 0.00250287 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48776, 5.70124e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511538, -0.00366693 ), 4, -0.69991, 1, 0, 0.499091, -0.0104491 ), + 5, 0.0492334, 1, 0, 0.503002, 0.00275843 ) ); + // itree = 852 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45747, 0.00205573 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559656, -0.000112038 ), 3, -0.70725, 1, 0, 0.509037, 0.00718896 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489652, -0.00282411 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496937, 0.000193643 ), 0, 9.42619, 1, 0, 0.493978, -0.00501062 ), + 0, 9.22629, 1, 0, 0.503628, 0.00280701 ) ); + // itree = 853 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471522, -0.0025344 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502305, 0.000365876 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49511, -0.00200839 ), 1, 4, 1, 0, 0.501273, 0.000644893 ), + 0, 8.20497, 1, 0, 0.499528, -0.00138456 ) ); + // itree = 854 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543047, 0.00324457 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503704, -0.000287312 ), 1, 3, 1, 0, 0.529559, -0.000475272 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468464, -0.00127087 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509108, 0.000339494 ), 4, -0.702757, 1, 0, 0.497932, -0.000519572 ), + 0, 8.49571, 1, 0, 0.502482, 0.00250258 ) ); + // itree = 855 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.318702, -0.000784143 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444007, 0.00536133 ), 4, 0.795943, 1, 0, 0.360024, 0.00759053 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489359, -0.00249735 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528278, -0.000925705 ), 0, 8.33755, 1, 0, 0.524555, -0.00748227 ), + 3, -0.896305, 1, 0, 0.496811, -0.00494059 ) ); + // itree = 856 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466347, -0.00263716 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488961, -0.000882899 ), 0, 8.20497, 1, 0, 0.48759, -0.00671325 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436184, 0.00382765 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.605902, 0.000879937 ), 3, -0.895349, 1, 0, 0.543318, 0.0115823 ), + 4, 0.79865, 1, 0, 0.495897, -0.00398604 ) ); + // itree = 857 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471013, -0.000738653 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505475, 0.00084098 ), 4, -0.704837, 1, 0, 0.492361, 0.00162815 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508563, -0.00248867 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515346, -0.000981348 ), 0, 8.58501, 1, 0, 0.514204, -0.00837646 ), + 4, 0.046733, 1, 0, 0.498536, -0.00120044 ) ); + // itree = 858 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497366, 0.00577299 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526788, 8.92224e-05 ), 4, -0.698261, 1, 0, 0.513096, 0.0170232 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467236, -0.00167516 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513236, 0.000946588 ), 4, -0.70184, 1, 0, 0.501964, 0.00201152 ), + 5, -0.693049, 1, 0, 0.503349, 0.00387937 ) ); + // itree = 859 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48804, -0.00151548 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519846, 0.00164733 ), 1, 4, 1, 0, 0.493128, -0.00149667 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507466, 0.00212725 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518918, -0.00301834 ), 4, 0.793513, 1, 0, 0.508953, 0.00893922 ), + 2, 2, 1, 0, 0.49987, -0.000596568 ) ); + // itree = 860 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519324, 0.0012705 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494823, -0.000164346 ), 0, 8.84698, 1, 0, 0.502929, 0.00328127 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468201, -0.00172562 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.645232, 0.00183569 ), 3, 0.890423, 1, 0, 0.494823, -0.00739279 ), + 2, 2, 1, 0, 0.499477, 0.000284487 ) ); + // itree = 861 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415991, -0.00190414 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389579, 0.000452509 ), 0, 9.03239, 1, 0, 0.401823, -0.00602985 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57121, 0.00371684 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558738, 0.000146072 ), 1, 2, 1, 0, 0.562601, 0.00378599 ), + 3, -0.80123, 1, 0, 0.502854, 0.0028377 ) ); + // itree = 862 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488375, 0.0015374 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.700678, 0.00791205 ), 3, 0.896375, 1, 0, 0.515342, 0.0145057 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.414183, 0.000725402 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542786, -0.00217148 ), 3, -0.802156, 1, 0, 0.493441, -0.0068987 ), + 1, 2, 1, 0, 0.499821, -0.0010115 ) ); + // itree = 863 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485967, 0.000679742 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461073, -0.00242347 ), 0, 8.59888, 1, 0, 0.465797, -0.00929086 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511015, 0.00055676 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548325, 0.00367731 ), 1, 4, 1, 0, 0.515701, 0.000914121 ), + 4, -0.701713, 1, 0, 0.501948, 0.00174292 ) ); + // itree = 864 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.432596, -0.00130831 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456941, 0.000656681 ), 4, 0.0487118, 1, 0, 0.43921, -0.00509772 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507064, -0.00397993 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60743, 0.00185844 ), 3, 0.819027, 1, 0, 0.598724, 0.00782294 ), + 3, 0.801026, 1, 0, 0.499443, -0.000218777 ) ); + // itree = 865 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407277, 0.00295455 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560417, 0.000379838 ), 3, 0.802353, 1, 0, 0.482974, 0.0105805 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.385335, 0.00176564 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531785, -0.000794288 ), 3, -0.895075, 1, 0, 0.507351, -0.00254723 ), + 4, -0.702029, 1, 0, 0.500658, 0.00105715 ) ); + // itree = 866 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478286, -0.00159938 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501742, 0.000475437 ), 0, 8.13359, 1, 0, 0.500644, 0.00202106 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.575954, 0.00583568 ), 4, 0.889792, 1, 0, 0.503613, 0.00313462 ) ); + // itree = 867 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528822, 0.0033518 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499006, -0.000248768 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48637, -0.00321247 ), 5, 0.0446311, 1, 0, + 0.497409, -0.00371783 ), + 0, 8.20497, 1, 0, 0.499179, -0.00160364 ) ); + // itree = 868 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500169, -0.000204069 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488435, -0.00217735 ), 0, 9.39449, 1, 0, 0.497628, -0.00302987 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493249, 0.00483081 ), 0, 9.97864, 1, 0, 0.497513, -0.00258135 ) ); + // itree = 869 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498706, -0.000171927 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476738, -0.00341324 ), 5, 0.0364643, 1, 0, 0.497015, -0.00272561 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547895, 0.00575762 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512862, -0.000773805 ), 5, 0.834141, 1, 0, 0.530647, 0.0157092 ), + 5, 0.790026, 1, 0, 0.49886, -0.00171429 ) ); + // itree = 870 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465614, 0.000330939 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53026, -0.00192539 ), 3, -0.698075, 1, 0, 0.498447, -0.0075344 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492229, -0.0012333 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503682, 0.00105977 ), 1, 2, 1, 0, 0.500356, 0.00202974 ), + 0, 8.70158, 1, 0, 0.499896, -0.000314181 ) ); + // itree = 871 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46252, -0.000995954 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509364, 0.00170799 ), 4, -0.815272, 1, 0, 0.50242, 0.00857881 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488321, -0.00609306 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531839, -0.000508481 ), 4, 0.81646, 1, 0, 0.524307, -0.00895406 ), + 4, 0.798528, 1, 0, 0.505715, 0.00593886 ) ); + // itree = 872 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516396, 0.000901681 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499618, -4.7741e-05 ), 0, 8.5724, 1, 0, 0.502632, 0.00137808 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483319, -0.00452895 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495749, -0.000550957 ), 0, 8.90388, 1, 0, 0.490785, -0.0149369 ), + 2, 3, 1, 0, 0.501315, -0.000439923 ) ); + // itree = 873 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506671, 0.000712923 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495933, -0.000325543 ), 0, 8.96379, 1, 0, 0.500612, 0.00174114 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528179, -0.00370473 ), 4, 0.889156, 1, 0, 0.501721, 0.00091798 ) ); + // itree = 874 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454016, -0.0029478 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472814, -0.000576736 ), 0, 8.80503, 1, 0, 0.467211, -0.0099944 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500028, -0.00119074 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519852, 0.00133996 ), 2, 2, 1, 0, 0.508831, -0.000311004 ), + 4, -0.704907, 1, 0, 0.49748, -0.0031989 ) ); + // itree = 875 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479888, -0.00350345 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488941, -0.00100139 ), 0, 9.2582, 1, 0, 0.48295, -0.0190311 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484989, -0.000975161 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54187, 0.00144312 ), 4, 0.794466, 1, 0, 0.495872, -0.00330672 ), + 1, 2, 1, 0, 0.492101, -0.00325586 ) ); + // itree = 876 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497782, -0.000164281 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490442, -0.00222034 ), 1, 4, 1, 0, 0.496927, -0.000687137 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426858, 0.000931477 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.656344, 0.00615273 ), 3, -0.704671, 1, 0, 0.536089, 0.0193298 ), + 5, 0.791224, 1, 0, 0.499037, -0.0013372 ) ); + // itree = 877 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508798, 0.000631114 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482657, -0.00178707 ), 0, 8.86191, 1, 0, 0.504001, 0.00220201 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407725, -0.0112571 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492106, -0.00123493 ), 4, -0.892817, 1, 0, 0.488365, -0.00778207 ), + 0, 8.95941, 1, 0, 0.494917, -0.00359817 ) ); + // itree = 878 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508809, 0.0015259 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526248, -0.000422129 ), 4, 0.0444223, 1, 0, 0.513456, 0.00896132 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495343, -0.000611835 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499395, 0.0026969 ), 0, 9.66845, 1, 0, 0.495895, -0.00163166 ), + 0, 8.80726, 1, 0, 0.50112, 0.00152004 ) ); + // itree = 879 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492272, -0.000290158 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543666, 0.0022425 ), 4, 0.802994, 1, 0, 0.498216, -7.79432e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522885, -0.00579451 ), 4, 0.892405, 1, 0, 0.499093, -0.00113488 ) ); + // itree = 880 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465727, -0.000293123 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494152, 0.00296085 ), 4, 0.796457, 1, 0, 0.469611, 0.000772475 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572324, -0.00408984 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.674214, -0.000704769 ), 3, 0.928049, 1, 0, 0.629753, -0.0124955 ), + 3, 0.896593, 1, 0, 0.497895, -0.00157094 ) ); + // itree = 881 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480146, 0.00552423 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521711, 0.00375387 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499373, -0.000216782 ), 5, -0.784085, 1, 0, + 0.500488, -0.000213332 ), + 4, -0.892962, 1, 0, 0.49977, 0.000760982 ) ); + // itree = 882 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533941, 0.00342031 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496973, -0.000946172 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49766, 0.000300767 ), 0, 8.87908, 1, 0, 0.497438, -0.00156567 ), + 0, 8.14088, 1, 0, 0.499164, 0.000145676 ) ); + // itree = 883 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436541, -0.0024682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501523, 0.000368063 ), 4, -0.893441, 1, 0, 0.499072, 0.00175613 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52481, -0.00379373 ), 4, 0.890071, 1, 0, 0.500085, 0.000875027 ) ); + // itree = 884 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506102, 0.00123508 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494471, -0.000815809 ), 1, 3, 1, 0, 0.502406, 0.00335322 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544115, 0.00538646 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533835, 0.0036197 ), 5, 0.815347, 1, 0, 0.538055, 0.0268438 ), + 5, 0.780232, 1, 0, 0.504665, 0.00513034 ) ); + // itree = 885 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442427, -0.00234973 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497346, 0.000752357 ), 5, -0.77209, 1, 0, 0.494857, 0.00397421 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484727, -0.00365807 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52146, -0.000708322 ), 4, 0.744979, 1, 0, 0.515982, -0.00706994 ), + 4, 0.0459517, 1, 0, 0.500734, 0.000901901 ) ); + // itree = 886 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.409914, 0.000453219 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547474, -0.00109833 ), 3, -0.801922, 1, 0, 0.495914, -0.00347661 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546585, 0.0041482 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499223, 4.86403e-05 ), 0, 8.86882, 1, 0, 0.516219, 0.010963 ), + 2, 3, 1, 0, 0.498143, -9.88126e-05 ) ); + // itree = 887 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442449, 0.000697307 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447525, -0.00117407 ), 2, 2, 1, 0, 0.444677, 0.000439353 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550242, 0.000707353 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.651166, 0.00400173 ), 3, 0.883502, 1, 0, 0.605358, 0.0142419 ), + 3, 0.802609, 1, 0, 0.505332, 0.00507439 ) ); + // itree = 888 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399469, 0.00255029 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518165, -0.000784112 ), 3, -0.891505, 1, 0, 0.500417, -0.00260671 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507922, 0.00180799 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508532, 0.0104923 ), 0, 9.97024, 1, 0, 0.507954, 0.00938809 ), + 0, 9.09603, 1, 0, 0.503969, 0.00304552 ) ); + // itree = 889 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389081, -0.00270022 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419653, 0.000455494 ), 2, 2, 1, 0, 0.401006, -0.00229724 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496836, 0.00209852 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570942, -0.000192773 ), 3, -0.716461, 1, 0, 0.556348, 0.00188474 ), + 3, -0.801893, 1, 0, 0.498217, -0.00233023 ) ); + // itree = 890 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501075, 0.000100674 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510986, 0.0013005 ), 1, 3, 1, 0, 0.504562, -0.000291332 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473846, -0.00508935 ), 0, 9.81943, 1, 0, 0.503018, 0.00239726 ) ); + // itree = 891 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49817, 0.000481395 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511911, 0.00447513 ), 5, 0.0554718, 1, 0, 0.499519, 0.00559115 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501419, -0.00415573 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535617, -0.000132845 ), 5, -0.691826, 1, 0, 0.524502, -0.0085723 ), + 4, 0.796041, 1, 0, 0.503416, 0.00338174 ) ); + // itree = 892 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47864, 0.00121497 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504036, -0.00317739 ), 3, -0.791923, 1, 0, 0.495061, -0.0167205 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494926, 0.000228838 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554707, 0.00377001 ), 4, 0.796457, 1, 0, 0.504635, 0.00433008 ), + 0, 8.47021, 1, 0, 0.503325, 0.00145 ) ); + // itree = 893 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472691, -0.00263329 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500385, -0.00148447 ), 0, 8.19197, 1, 0, 0.489014, -0.0196312 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492768, -0.000962211 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511006, 0.00154044 ), 2, 2, 1, 0, 0.50053, 0.000953819 ), + 0, 8.47021, 1, 0, 0.498983, -0.0023277 ) ); + // itree = 894 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422316, -0.00539158 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504427, 0.000463968 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502081, -0.00168045 ), 5, 0.0498965, 1, 0, + 0.504157, 0.00140054 ), + 4, -0.891542, 1, 0, 0.501046, 0.000248872 ) ); + // itree = 895 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479133, -0.00175193 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540255, 0.00276754 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499482, 4.7715e-05 ), 0, 8.47685, 1, 0, 0.503067, 0.00256631 ), + 0, 8.18757, 1, 0, 0.501758, 0.00144428 ) ); + // itree = 896 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500245, 9.72852e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.579518, 0.00777374 ), 4, 0.890019, 1, 0, 0.502656, 0.00179833 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491563, 0.00232809 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501627, -0.00403668 ), 4, -0.795747, 1, 0, 0.497601, -0.0101681 ), + 5, 0.0548487, 1, 0, 0.502018, 0.000288448 ) ); + // itree = 897 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503183, -0.00026636 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512151, 0.00189479 ), 0, 8.77381, 1, 0, 0.508392, 0.00580042 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482414, -0.00328067 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505957, 0.000753707 ), 1, 3, 1, 0, 0.4905, -0.00772904 ), + 0, 9.26688, 1, 0, 0.502531, 0.00133875 ) ); + // itree = 898 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499375, -0.000154591 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515466, 0.00175427 ), 1, 4, 1, 0, 0.501326, -0.000777062 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4882, -6.99712e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.621232, 0.0103837 ), 4, -0.703188, 1, 0, 0.550621, 0.0296528 ), + 5, 0.793219, 1, 0, 0.504036, 0.00214155 ) ); + // itree = 899 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440435, 0.00202298 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.569154, -3.59766e-06 ), 3, -0.706848, 1, 0, 0.505851, 0.00634422 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481698, 0.00554145 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499306, -0.00125887 ), 4, -0.890158, 1, 0, 0.49802, -0.00525226 ), + 1, 3, 1, 0, 0.503125, 0.00100445 ) ); + // itree = 900 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515223, 0.00264854 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508707, -0.000368085 ), 2, 2, 1, 0, 0.512201, -0.000260239 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477545, -0.0026711 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500078, -0.000142657 ), 0, 8.35189, 1, 0, 0.497884, -0.00329191 ), + 1, 2, 1, 0, 0.502071, -0.000762027 ) ); + // itree = 901 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418796, -0.00110192 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429649, -0.00300807 ), 4, 0.79865, 1, 0, 0.420666, -0.00902931 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56465, -0.000962456 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581765, 0.00140218 ), 1, 2, 1, 0, 0.576764, 0.00231569 ), + 3, -0.706804, 1, 0, 0.4989, -0.00231323 ) ); + // itree = 902 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474237, -0.00205401 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505013, 0.00123662 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497813, -0.000781549 ), 5, -0.784302, 1, 0, + 0.498244, -0.00405595 ), + 0, 8.14088, 1, 0, 0.497133, -0.00489709 ) ); + // itree = 903 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44883, 0.000440559 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426285, -0.00298771 ), 4, 0.796457, 1, 0, 0.445673, -0.00012825 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612336, 0.00279218 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58612, -0.000428721 ), 2, 2, 1, 0, 0.601941, 0.00092815 ), + 3, 0.802564, 1, 0, 0.504202, 0.00339795 ) ); + // itree = 904 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467544, -0.00298205 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499508, -0.000145624 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496412, -0.00361635 ), 5, 0.790159, 1, 0, + 0.499333, -0.00199107 ), + 0, 8.26161, 1, 0, 0.496975, -0.00407136 ) ); + // itree = 905 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466127, -0.00128644 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513791, 0.0011859 ), 4, -0.79779, 1, 0, 0.505536, 0.00511757 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495916, -0.00100727 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478315, -0.00766586 ), 0, 9.61094, 1, 0, 0.49392, -0.00848564 ), + 2, 2, 1, 0, 0.500619, 3.64096e-05 ) ); + // itree = 906 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41574, 0.00403983 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580362, -0.000860241 ), 3, 0.894028, 1, 0, 0.478433, 0.0125152 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50071, -0.000864803 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507374, 0.00057088 ), 0, 9.00778, 1, 0, 0.504279, -0.00184491 ), + 4, -0.798862, 1, 0, 0.500446, 0.000284474 ) ); + // itree = 907 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463687, -0.00457728 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499595, -0.000214729 ), 5, -0.78285, 1, 0, 0.498382, -0.00218351 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543642, 0.00434679 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512669, 0.00125372 ), 0, 9.02692, 1, 0, 0.527484, 0.0200313 ), + 1, 4, 1, 0, 0.502456, 0.000749552 ) ); + // itree = 908 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484365, -0.00119368 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504596, 0.000875337 ), 0, 8.31257, 1, 0, 0.502859, 0.00368443 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494072, -0.00500109 ), 1, 5, 1, 0, 0.502431, -0.00153836 ) ); + // itree = 909 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444806, -0.00276872 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567579, 0.000202403 ), 3, 0.797275, 1, 0, 0.488173, -0.0156003 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501691, 0.000802544 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493182, -0.00172414 ), 1, 3, 1, 0, 0.498712, -0.000119557 ), + 0, 8.80726, 1, 0, 0.495482, -0.00506947 ) ); + // itree = 910 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506235, 0.00159047 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460843, 0.00275197 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496438, -0.00111478 ), 4, -0.890158, 1, 0, 0.49506, -0.005907 ), + 0, 8.24287, 1, 0, 0.495802, -0.00444925 ) ); + // itree = 911 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50432, 0.00237392 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499577, -2.73363e-05 ), 5, -0.690538, 1, 0, 0.500113, 0.00150697 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512361, -0.00598005 ), 4, 0.890161, 1, 0, 0.50062, 0.000105027 ) ); + // itree = 912 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465354, -0.00449525 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504875, 0.000906808 ), 5, -0.755678, 1, 0, 0.477959, -0.0172016 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495471, -0.000209173 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548337, 0.00211596 ), 4, 0.795611, 1, 0, 0.501711, 0.000239783 ), + 5, -0.691197, 1, 0, 0.498805, -0.00189428 ) ); + // itree = 913 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507563, 0.000951424 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492175, -0.000963836 ), 1, 2, 1, 0, 0.496937, -1.90421e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540716, 0.00407946 ), 1, 5, 1, 0, 0.498951, -0.00153513 ) ); + // itree = 914 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504932, 0.000458481 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504731, 0.00360655 ), 0, 9.4338, 1, 0, 0.504889, 0.00544055 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496952, -0.00339717 ), 1, 5, 1, 0, 0.5045, 0.000626821 ) ); + // itree = 915 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422321, -0.0010884 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572422, 0.000557982 ), 3, -0.707723, 1, 0, 0.499906, -0.0015088 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463475, 0.00143284 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.677783, 0.00514748 ), 3, 0.894111, 1, 0, 0.520641, 0.0140981 ), + 5, 0.0497204, 1, 0, 0.502584, 0.000506974 ) ); + // itree = 916 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473417, -0.00156576 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493988, 0.000191955 ), 0, 8.28267, 1, 0, 0.492331, -0.000224222 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501679, -0.0034144 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532779, 0.00111609 ), 2, 2, 1, 0, 0.513222, -0.000722324 ), + 4, 0.0475076, 1, 0, 0.498118, -0.00330141 ) ); + // itree = 917 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46096, -0.00311497 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507918, 0.000887359 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487375, -0.0021503 ), 0, 9.41899, 1, 0, 0.503103, 0.00265544 ), + 0, 8.20497, 1, 0, 0.500704, 0.000719237 ) ); + // itree = 918 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479971, -0.00155424 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546427, 0.00268898 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497883, -0.000335797 ), 0, 8.45605, 1, 0, + 0.50026, -0.000567473 ), + 0, 8.31257, 1, 0, 0.498512, -0.00190186 ) ); + // itree = 919 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430869, -0.00164051 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451085, -0.000105341 ), 4, 0.0487118, 1, 0, 0.436415, -0.00791738 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531406, -0.00155101 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.624159, 0.00159881 ), 3, 0.856549, 1, 0, 0.597041, 0.00337024 ), + 3, 0.802609, 1, 0, 0.49696, -0.00366274 ) ); + // itree = 920 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496473, 0.00218837 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550774, -0.00025995 ), 3, 0.789799, 1, 0, 0.516049, 0.0127919 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48471, -0.00082092 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530294, 0.00176693 ), 4, 0.046733, 1, 0, 0.497539, -0.000636147 ), + 0, 8.5443, 1, 0, 0.500584, 0.00157239 ) ); + // itree = 921 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505507, 0.00183699 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495773, -0.000725757 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517449, 0.00205102 ), 2, 3, 1, 0, 0.498152, -0.00174642 ), + 0, 8.19324, 1, 0, 0.498557, -0.00162768 ) ); + // itree = 922 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476946, -0.00283129 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500575, 0.000231316 ), 5, -0.690476, 1, 0, 0.498382, -0.000242009 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497538, -0.000625585 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4778, -0.00462193 ), 5, -0.691701, 1, 0, 0.483717, -0.0215916 ), + 1, 4, 1, 0, 0.49631, -0.000758311 ) ); + // itree = 923 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472654, 0.00318858 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.401107, 0.00136886 ), 0, 8.7891, 1, 0, 0.420542, 0.0126936 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542666, -0.000960672 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.619076, 0.00375081 ), 5, 0.0429606, 1, 0, 0.550144, -0.00341078 ), + 3, -0.801893, 1, 0, 0.502268, 0.00253834 ) ); + // itree = 924 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487361, -0.00117831 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510807, 0.00105688 ), 5, -0.69167, 1, 0, 0.508008, 0.00659275 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486618, -0.000451399 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503827, -0.00383594 ), 4, 0.0437151, 1, 0, 0.491541, -0.00656596 ), + 0, 9.0014, 1, 0, 0.499024, -0.00058604 ) ); + // itree = 925 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511332, 0.000687467 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495086, -0.0010323 ), 0, 8.44499, 1, 0, 0.498309, -0.00423395 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495249, 3.55309e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530866, 0.00705827 ), 1, 4, 1, 0, 0.500285, 0.00383619 ), + 0, 9.23951, 1, 0, 0.499002, -0.0012784 ) ); + // itree = 926 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515388, 0.00119476 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494959, -0.000405875 ), 0, 8.46791, 1, 0, 0.497801, -0.000365396 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441345, 0.0033393 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571063, 5.90997e-05 ), 3, -0.800976, 1, 0, 0.515065, 0.00917528 ), + 1, 4, 1, 0, 0.500236, -0.000853463 ) ); + // itree = 927 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488904, -0.000399416 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524472, 0.00167345 ), 0, 8.21094, 1, 0, 0.515616, 0.0105191 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494547, -0.000728474 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50867, 0.0116142 ), 0, 9.9775, 1, 0, 0.49503, -0.00274987 ), + 0, 8.69274, 1, 0, 0.499889, 0.000382395 ) ); + // itree = 928 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440477, -0.000136398 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565423, -0.0020325 ), 3, 0.802842, 1, 0, 0.485839, -0.00493379 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505765, -0.000613949 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54421, 0.00225332 ), 4, 0.783412, 1, 0, 0.529801, 0.00688257 ), + 4, 0.0486293, 1, 0, 0.498129, -0.0016303 ) ); + // itree = 929 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491994, 0.0022204 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476059, 4.94095e-05 ), 0, 9.1424, 1, 0, 0.484956, 0.0094126 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460559, -0.00348978 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505354, -0.000589445 ), 0, 8.24287, 1, 0, 0.502253, -0.00587032 ), + 4, -0.701862, 1, 0, 0.497564, -0.00172742 ) ); + // itree = 930 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511301, 0.0021424 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498158, -0.000118853 ), 0, 8.20497, 1, 0, 0.498964, 0.000642352 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507802, -0.00215612 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476188, -0.00630227 ), 1, 4, 1, 0, 0.491728, -0.0192261 ), + 5, 0.790974, 1, 0, 0.498578, -0.000803228 ) ); + // itree = 931 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498164, 0.000546709 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474452, -0.00358545 ), 0, 9.67, 1, 0, 0.49604, 0.00226776 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499152, -0.00495291 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546628, 0.00273837 ), 0, 9.11696, 1, 0, 0.521883, -0.0143078 ), + 4, 0.796378, 1, 0, 0.500057, -0.000309113 ) ); + // itree = 932 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506772, 0.00150898 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493905, -0.00114335 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499612, 0.000286259 ), 0, 9.11547, 1, 0, + 0.496646, -0.00387704 ), + 0, 8.20497, 1, 0, 0.497246, -0.00270975 ) ); + // itree = 933 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492853, -0.000857902 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514915, 0.00161562 ), 5, 0.052559, 1, 0, 0.495525, -0.00350528 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550129, 0.00520342 ), 1, 5, 1, 0, 0.498069, -0.0015618 ) ); + // itree = 934 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424949, -0.000256435 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573193, 0.000811494 ), 3, -0.707596, 1, 0, 0.499808, 0.00175861 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5001, -0.00299109 ), 5, 0.793101, 1, 0, 0.499823, 0.000766976 ) ); + // itree = 935 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50308, 0.000834407 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494981, -0.00236307 ), 2, 3, 1, 0, 0.502144, -0.000360376 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507396, -0.000916781 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461592, -0.00591166 ), 2, 2, 1, 0, 0.492103, 0.000400966 ), + 1, 4, 1, 0, 0.500729, 0.000149768 ) ); + // itree = 936 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524054, 0.00222119 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499022, 0.000264561 ), 0, 8.35225, 1, 0, 0.50149, 0.003565 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515687, -0.00464946 ), 4, 0.888406, 1, 0, 0.502088, 0.00233944 ) ); + // itree = 937 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.397711, 0.00559889 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.358487, 0.00168902 ), 5, -0.689638, 1, 0, 0.365638, 0.0135603 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443708, -0.0019983 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555287, 0.000405011 ), 3, -0.806371, 1, 0, 0.529808, -0.00101867 ), + 3, -0.89629, 1, 0, 0.502273, 0.00142652 ) ); + // itree = 938 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470124, 0.000244938 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506226, -0.00280839 ), 3, -0.702047, 1, 0, 0.488157, -0.0130663 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516921, 0.00127324 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495086, -0.000610571 ), 0, 8.74506, 1, 0, 0.499246, -0.000516727 ), + 0, 8.33767, 1, 0, 0.498223, -0.00167378 ) ); + // itree = 939 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472482, -0.00279212 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547633, 0.00143451 ), 4, 0.782202, 1, 0, 0.484378, -0.0193758 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491467, 0.00710786 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502988, 0.000777144 ), 4, -0.892817, 1, 0, 0.502513, 0.00516193 ), + 0, 8.80298, 1, 0, 0.497126, -0.00212665 ) ); + // itree = 940 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479225, 0.000718316 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512953, -0.00325749 ), 3, -0.698881, 1, 0, 0.496542, -0.0130938 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515588, 0.00196944 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497928, -5.9337e-06 ), 0, 8.67677, 1, 0, 0.499179, 0.00115502 ), + 0, 8.55001, 1, 0, 0.498729, -0.00127482 ) ); + // itree = 941 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51678, 0.00177436 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496026, -0.000364949 ), 0, 8.35319, 1, 0, + 0.498031, -0.000220588 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544176, 0.0045391 ), 1, 5, 1, 0, 0.50027, 0.00134747 ) ); + // itree = 942 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498909, -0.000391258 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485998, -0.00259903 ), 5, 0.0503667, 1, 0, 0.497308, -0.00490849 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495028, 0.000482082 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54305, 0.00763843 ), 5, 0.0429606, 1, 0, 0.501011, 0.00543153 ), + 0, 9.26688, 1, 0, 0.498516, -0.00153328 ) ); + // itree = 943 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49764, 0.00280198 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445383, 0.000562152 ), 0, 8.23505, 1, 0, 0.449092, 0.00524964 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477437, -0.00781492 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.598457, 3.59381e-05 ), 3, 0.820826, 1, 0, 0.587756, -0.00439306 ), + 3, 0.802842, 1, 0, 0.500536, 0.00167221 ) ); + // itree = 944 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490651, -0.000146048 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505945, 0.00174657 ), 2, 2, 1, 0, 0.497444, -0.000280499 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53146, 8.34005e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514873, -0.005987 ), 0, 9.1892, 1, 0, 0.524526, -0.00955915 ), + 4, 0.795935, 1, 0, 0.501595, 0.00201174 ) ); + // itree = 945 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4621, -0.000903149 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415839, -0.00902244 ), 4, -0.817056, 1, 0, 0.454073, -0.0143043 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495292, 0.00182991 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505097, -0.000444023 ), 4, -0.714189, 1, 0, 0.503689, -0.000667785 ), + 4, -0.799093, 1, 0, 0.496233, -0.00271696 ) ); + // itree = 946 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487529, -0.00154878 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497618, 0.000131382 ), 0, 9.11959, 1, 0, 0.492112, -0.00669831 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513891, 0.00184247 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495205, 0.000289199 ), 1, 3, 1, 0, 0.508127, 0.00467432 ), + 2, 2, 1, 0, 0.498847, -0.000776866 ) ); + // itree = 947 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490085, -1.16299e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539559, 0.00571726 ), 1, 5, 1, 0, 0.492237, -0.00128733 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508657, -0.00229488 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540458, 0.00660361 ), 0, 9.64525, 1, 0, 0.511831, -0.0111985 ), + 4, 0.046733, 1, 0, 0.497756, -0.00203758 ) ); + // itree = 948 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445868, 0.000318619 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.405611, -0.00316306 ), 5, 0.791373, 1, 0, 0.443892, 0.000923558 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488898, -0.00503787 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59347, -0.000975972 ), 3, 0.820587, 1, 0, 0.583658, -0.00857432 ), + 3, 0.802609, 1, 0, 0.496574, -0.00265648 ) ); + // itree = 949 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479926, -0.00261905 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516484, 0.001539 ), 1, 3, 1, 0, 0.492791, 0.000166392 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510666, 0.00202375 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498078, -3.85049e-05 ), 0, 9.0782, 1, 0, 0.502593, 0.00476985 ), + 0, 8.69274, 1, 0, 0.500216, 0.000929563 ) ); + // itree = 950 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494061, 0.00307095 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512041, 0.000512477 ), 4, -0.781877, 1, 0, 0.509058, 0.00792369 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463649, -0.00522348 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497485, -0.00027138 ), 0, 9.05605, 1, 0, 0.492466, -0.00593549 ), + 0, 8.94827, 1, 0, 0.499265, -0.000256328 ) ); + // itree = 951 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493788, -0.00112512 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502449, 0.00113858 ), 0, 8.50103, 1, 0, 0.501141, 0.00385715 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510718, -0.00586605 ), 4, 0.889873, 1, 0, 0.501506, 0.00249815 ) ); + // itree = 952 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479329, 0.00018517 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578725, 0.00309932 ), 3, 0.789313, 1, 0, 0.515781, 0.0124199 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478488, 0.00171788 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500732, -0.000655158 ), 4, -0.7965, 1, 0, 0.49741, -0.00195079 ), + 0, 8.43922, 1, 0, 0.499665, -0.000186718 ) ); + // itree = 953 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532248, 0.00510646 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504016, 0.000829474 ), 5, -0.785321, 1, 0, 0.506028, 0.00734414 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471703, -0.00243924 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499838, -0.000204974 ), 0, 8.42853, 1, 0, 0.49624, -0.0040556 ), + 2, 2, 1, 0, 0.501849, 6.37261e-05 ) ); + // itree = 954 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495366, -0.000772638 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499074, 0.000429201 ), 0, 8.73592, 1, 0, 0.498105, -0.000171461 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543153, 0.00313881 ), 1, 5, 1, 0, 0.500275, -0.000897891 ) ); + // itree = 955 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452866, -0.0037355 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526724, 0.00154237 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494602, -0.000787709 ), 0, 8.42232, 1, 0, + 0.497162, -0.00296568 ), + 0, 8.12818, 1, 0, 0.495096, -0.00470787 ) ); + // itree = 956 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426768, -0.00142913 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.395875, 0.0013283 ), 0, 9.42361, 1, 0, 0.42014, -0.00681925 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553144, -0.00486759 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573473, 0.000550776 ), 5, -0.785435, 1, 0, 0.572295, 0.00160651 ), + 3, -0.706848, 1, 0, 0.496644, -0.00258273 ) ); + // itree = 957 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.383784, 0.000374453 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456426, -0.00185821 ), 3, -0.861906, 1, 0, 0.4198, -0.00540015 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56765, 0.00125382 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582797, -0.00189558 ), 0, 9.22629, 1, 0, 0.573134, 0.00309726 ), + 3, -0.707782, 1, 0, 0.496862, -0.00112956 ) ); + // itree = 958 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484005, -0.000849311 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55003, 0.00322728 ), 0, 8.213, 1, 0, 0.515179, 0.0104959 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489387, -0.00196272 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496387, -0.000184732 ), 0, 8.54002, 1, 0, 0.49599, -0.00204426 ), + 0, 8.40911, 1, 0, 0.498177, -0.000615134 ) ); + // itree = 959 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472705, -7.96533e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460697, -0.00343619 ), 4, -0.757698, 1, 0, 0.470016, -0.00552372 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50295, -0.00208919 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512852, 0.000985338 ), 5, -0.689576, 1, 0, 0.511937, 0.00449097 ), + 4, -0.70241, 1, 0, 0.500549, 0.00177056 ) ); + // itree = 960 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497908, -3.82792e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4871, -0.00291043 ), 2, 3, 1, 0, 0.49667, -0.000536128 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50424, 0.00125606 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5087, 0.007704 ), 0, 9.97975, 1, 0, 0.504487, 0.00658389 ), + 0, 9.11147, 1, 0, 0.500231, 0.00157308 ) ); + // itree = 961 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499205, -5.77755e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507127, 0.00289229 ), 0, 9.26688, 1, 0, 0.501768, 0.00356475 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49395, -0.00296478 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497291, 0.000564499 ), 2, 2, 1, 0, 0.495057, 0.000146329 ), + 5, 0.0529474, 1, 0, 0.500934, 0.00172682 ) ); + // itree = 962 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511941, 0.00226051 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488446, -0.00216552 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500278, 5.31391e-05 ), 1, 2, 1, 0, 0.496864, -0.00402486 ), + 0, 8.26181, 1, 0, 0.497949, -0.0017162 ) ); + // itree = 963 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457213, -0.00189612 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510612, 0.00074522 ), 4, -0.799093, 1, 0, 0.502727, 0.0024339 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.338184, -0.0115877 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.602414, -0.00227961 ), 3, -0.707498, 1, 0, 0.475562, -0.0200491 ), + 0, 9.79783, 1, 0, 0.501208, 0.0011763 ) ); + // itree = 964 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511649, 0.00251184 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495649, -0.000710204 ), 5, -0.78419, 1, 0, 0.496577, -0.00353572 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.394392, 0.00152488 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.666806, 0.0105767 ), 3, 0.802075, 1, 0, 0.504951, 0.0158643 ), + 0, 9.7633, 1, 0, 0.497105, -0.00231367 ) ); + // itree = 965 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499139, 0.00480491 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494015, 2.87603e-05 ), 5, -0.779403, 1, 0, 0.494201, 0.00123744 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418661, 0.00100659 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581129, -0.00245279 ), 3, -0.895347, 1, 0, 0.524599, -0.00755139 ), + 4, 0.79618, 1, 0, 0.498965, -0.000139899 ) ); + // itree = 966 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447817, 0.000730733 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574263, -0.00108754 ), 3, 0.802842, 1, 0, 0.493902, 0.000517944 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498131, -0.00516933 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538659, 0.00110551 ), 1, 3, 1, 0, 0.520304, -0.00454762 ), + 4, 0.792629, 1, 0, 0.49827, -0.00133355 ) ); + // itree = 967 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511203, 0.00192304 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458697, -0.000980454 ), 0, 8.43808, 1, 0, 0.465777, -0.00249423 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.626484, 0.000103803 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.712832, 0.00507693 ), 4, 0.0452317, 1, 0, 0.654176, 0.00871605 ), + 3, 0.89726, 1, 0, 0.498483, -0.000548173 ) ); + // itree = 968 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481519, -0.00165086 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521765, 0.00100696 ), 4, 0.0452317, 1, 0, 0.491545, -0.00637079 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536648, 0.00327225 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495979, -0.000680649 ), 0, 8.58902, 1, 0, 0.50323, 0.00238765 ), + 1, 3, 1, 0, 0.495635, 0.000910445 ) ); + // itree = 969 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466106, -0.00244388 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498958, 0.000283273 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570947, 0.00523061 ), 4, 0.892518, 1, 0, 0.501674, 0.00269087 ), + 0, 8.17687, 1, 0, 0.499801, 0.00124168 ) ); + // itree = 970 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.371059, -0.00329318 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420013, 0.00197369 ), 5, -0.780399, 1, 0, 0.416259, 0.00959424 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553182, 0.000900573 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546291, -0.00141104 ), 1, 2, 1, 0, 0.548463, -0.00101405 ), + 3, -0.801655, 1, 0, 0.500012, 0.000720816 ) ); + // itree = 971 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520262, 0.00185215 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495575, 2.70794e-05 ), 0, 8.89914, 1, 0, 0.504584, 0.00598515 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463054, -0.0034187 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496373, -0.000645421 ), 0, 8.43061, 1, 0, 0.492425, -0.00676501 ), + 2, 2, 1, 0, 0.499452, -0.000168414 ) ); + // itree = 972 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493704, -1.24558e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479444, -0.00191888 ), 0, 8.90427, 1, 0, 0.484876, -0.00594245 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522769, 0.00193246 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528649, -0.00127239 ), 4, 0.820479, 1, 0, 0.525249, 0.00415551 ), + 4, 0.0472789, 1, 0, 0.496304, -0.00308412 ) ); + // itree = 973 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498509, 0.00328125 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51555, 0.00097022 ), 4, -0.700422, 1, 0, 0.510932, 0.0122816 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411865, 0.00153268 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582877, -0.00112945 ), 3, -0.707726, 1, 0, 0.498968, 0.000743388 ), + 0, 9.1424, 1, 0, 0.505821, 0.0073527 ) ); + // itree = 974 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493184, -0.0010487 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496621, 8.5607e-05 ), 0, 8.83827, 1, 0, 0.49551, -0.0026534 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453403, -0.00272681 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528228, 0.00252377 ), 4, -0.79779, 1, 0, 0.510545, 0.00838056 ), + 1, 3, 1, 0, 0.500767, -0.00111739 ) ); + // itree = 975 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.316442, -0.00521775 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552907, -0.000431226 ), 3, 0.799698, 1, 0, 0.453184, -0.014464 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462335, 0.000969698 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597599, -0.000926234 ), 3, 0.802661, 1, 0, 0.508473, 0.00239749 ), + 4, -0.797621, 1, 0, 0.500171, -0.000134397 ) ); + // itree = 976 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486494, 0.00213839 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505859, -7.86236e-05 ), 4, -0.701494, 1, 0, 0.501378, 0.00261238 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461246, -0.00498278 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51562, -0.000591964 ), 5, 0.78075, 1, 0, 0.488012, -0.0182457 ), + 5, 0.0503538, 1, 0, 0.49971, 1.00493e-05 ) ); + // itree = 977 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506835, 0.000535193 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517373, 0.00371504 ), 0, 8.9191, 1, 0, 0.509014, 0.00859049 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492023, -0.000755138 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558093, 0.00542725 ), 4, 0.886118, 1, 0, 0.495467, -0.002194 ), + 0, 9.04212, 1, 0, 0.501955, 0.00297141 ) ); + // itree = 978 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510502, 0.00403728 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475553, 0.000516973 ), 1, 2, 1, 0, 0.481187, 0.00149415 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508669, 0.000235671 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509304, -0.00354881 ), 5, 0.050952, 1, 0, 0.508721, -0.000413489 ), + 4, -0.704907, 1, 0, 0.501211, 0.0015856 ) ); + // itree = 979 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478228, -0.00329219 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497067, -0.000500525 ), 5, -0.738669, 1, 0, 0.494868, -0.00508563 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518722, 0.00296792 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49968, -0.00217247 ), 1, 4, 1, 0, 0.512291, 0.00295588 ), + 5, 0.0486463, 1, 0, 0.497022, -0.00344369 ) ); + // itree = 980 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470266, -0.0019135 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508998, 0.00164223 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502209, -0.00240087 ), 5, 0.790974, 1, 0, + 0.508615, 0.00852773 ), + 0, 8.24309, 1, 0, 0.506113, 0.00664242 ) ); + // itree = 981 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.329381, -0.00295244 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38991, 0.00155308 ), 1, 4, 1, 0, 0.34143, -0.00417669 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483045, -0.00158104 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538082, 0.000982209 ), 0, 8.24309, 1, 0, 0.534147, 0.00443734 ), + 3, -0.896324, 1, 0, 0.501573, 0.00174565 ) ); + // itree = 982 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420687, -0.00597534 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525172, 0.0035589 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496977, -0.000711482 ), 5, -0.78327, 1, 0, + 0.4984, -0.00320886 ), + 4, -0.892817, 1, 0, 0.495746, -0.00417233 ) ); + // itree = 983 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477468, 0.000875691 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492977, 0.00613197 ), 2, 2, 1, 0, 0.482563, -0.00107626 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506049, 0.000341055 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505523, -0.00646803 ), 5, 0.777112, 1, 0, 0.506029, 0.000599382 ), + 4, -0.796412, 1, 0, 0.502399, 0.00281195 ) ); + // itree = 984 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.313028, -0.000618116 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425226, 0.0034184 ), 3, -0.926925, 1, 0, 0.362136, 0.00770623 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521098, -0.000949522 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564052, 0.00151029 ), 5, 0.0436069, 1, 0, 0.525732, -0.00445745 ), + 3, -0.895476, 1, 0, 0.497071, -0.00232645 ) ); + // itree = 985 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481655, 0.000368926 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442919, -0.0024683 ), 0, 9.19153, 1, 0, 0.467249, -0.00226326 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.609048, -0.000510669 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.67322, 0.00350803 ), 5, -0.693262, 1, 0, 0.659508, 0.0145226 ), + 3, 0.89726, 1, 0, 0.500773, 0.000663656 ) ); + // itree = 986 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468706, 0.000351151 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505048, 0.00340693 ), 4, -0.834333, 1, 0, 0.491378, 0.0146193 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45175, -0.000895482 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.618608, 0.0015663 ), 3, 0.800708, 1, 0, 0.507504, -0.000835998 ), + 4, -0.704907, 1, 0, 0.503053, 0.00342954 ) ); + // itree = 987 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502213, 0.000325875 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473881, -0.00462938 ), 0, 9.69102, 1, 0, 0.499752, 0.000666738 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498744, -0.00394188 ), 1, 5, 1, 0, 0.499704, 0.000413892 ) ); + // itree = 988 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48462, -0.00185209 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533664, 0.00199924 ), 4, 0.0453826, 1, 0, 0.492458, -0.0079358 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.402483, -0.0012517 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560746, 0.000702397 ), 3, -0.800944, 1, 0, 0.499341, -0.000216743 ), + 1, 2, 1, 0, 0.497333, -0.00031697 ) ); + // itree = 989 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49725, 0.003124 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546633, 0.000259972 ), + 3, -0.701156, 1, 0, 0.522127, 0.015952 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515088, 0.00142952 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493994, -0.000746084 ), 0, 8.72333, 1, 0, 0.495659, -0.00268997 ), + 0, 8.59321, 1, 0, 0.5007, 0.000860274 ) ); + // itree = 990 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.367677, 0.00436434 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.376222, -0.00122102 ), 5, 0.0562052, 1, 0, 0.369583, 0.0166008 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470719, -0.00312978 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533019, 0.000188925 ), 0, 8.27411, 1, 0, 0.527783, -0.00163446 ), + 3, -0.895164, 1, 0, 0.500243, 0.00154003 ) ); + // itree = 991 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507563, 0.00363703 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553265, 0.0025326 ), 3, -0.695723, 1, 0, 0.530477, 0.0300644 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494962, -0.00107754 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501662, 0.000646817 ), 0, 8.77379, 1, 0, 0.500274, 0.000747082 ), + 0, 8.33755, 1, 0, 0.502979, 0.00337278 ) ); + // itree = 992 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491503, 0.00164221 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462985, -0.00259587 ), 0, 9.36723, 1, 0, 0.484423, 0.00624985 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492621, -0.00127183 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526777, 0.000697091 ), 4, 0.0469659, 1, 0, 0.505782, -0.00333826 ), + 4, -0.701865, 1, 0, 0.499943, -0.000716957 ) ); + // itree = 993 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445954, 0.00142002 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451215, -0.000422599 ), 2, 2, 1, 0, 0.448249, 0.00116312 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581342, -0.00199699 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594216, 0.000362732 ), 1, 3, 1, 0, 0.586311, -0.00422092 ), + 3, 0.802842, 1, 0, 0.499693, 0.000198936 ) ); + // itree = 994 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460823, -0.00133968 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506616, 0.00160186 ), 4, -0.798815, 1, 0, 0.497225, 0.00665941 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.416984, -0.00339922 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60644, 0.000430353 ), 3, -0.800871, 1, 0, 0.515041, -0.00881976 ), + 4, 0.0454631, 1, 0, 0.502239, 0.00230333 ) ); + // itree = 995 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.384586, -0.00330682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547602, -0.000149532 ), 3, -0.80123, 1, 0, 0.490528, -0.00757512 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530387, 0.00257213 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502139, 0.000319041 ), 0, 8.82334, 1, 0, 0.510848, 0.00827143 ), + 1, 3, 1, 0, 0.497544, -0.000748309 ) ); + // itree = 996 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517209, 0.00208398 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499401, -0.000818036 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50149, 0.000751838 ), 0, 8.74294, 1, 0, 0.501083, 0.00177734 ), + 0, 8.31257, 1, 0, 0.502468, 0.00340329 ) ); + // itree = 997 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496196, -0.000289624 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516302, 0.00239589 ), 2, 3, 1, 0, 0.498536, 0.000403516 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526166, 0.00457679 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515193, 0.000692493 ), 5, 0.769274, 1, 0, 0.519632, 0.0142403 ), + 5, 0.0537018, 1, 0, 0.501177, 0.001696 ) ); + // itree = 998 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500577, 0.000936874 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5248, -0.00114666 ), 4, 0.79643, 1, 0, 0.503204, 0.00461586 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492241, -0.00174979 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505012, 0.000731714 ), 0, 9.04212, 1, 0, 0.498909, -0.0047685 ), + 1, 3, 1, 0, 0.501706, -0.00032024 ) ); + // itree = 999 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433523, 0.00786788 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.600867, 0.00253894 ), 3, -0.800508, 1, 0, 0.527638, 0.0285962 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475283, -0.00201222 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499467, -0.000143814 ), 0, 8.26161, 1, 0, 0.497738, -0.00229081 ), + 5, -0.783966, 1, 0, 0.499499, -0.000471011 ) ); + return; +} + +// Clean up +inline void ReadBDTG_BsBsb_6vars_BDTGselTCut_072::Clear() { + for ( unsigned int itree = 0; itree < fForest.size(); itree++ ) { delete fForest[itree]; } +} +inline double ReadBDTG_BsBsb_6vars_BDTGselTCut_072::GetMvaValue( const std::vector<double>& inputValues ) const { + // classifier response value + double retval = 0; + + // classifier response, sanity check first + if ( !IsStatusClean() ) { + std::cout << "Problem in class \"" << fClassName << "\": cannot return classifier response" + << " because status is dirty" << std::endl; + retval = 0; + } else { + if ( IsNormalised() ) { + // normalise variables + std::vector<double> iV; + iV.reserve( inputValues.size() ); + int ivar = 0; + for ( std::vector<double>::const_iterator varIt = inputValues.begin(); varIt != inputValues.end(); + varIt++, ivar++ ) { + iV.push_back( NormVariable( *varIt, fVmin[ivar], fVmax[ivar] ) ); + } + retval = GetMvaValue__( iV ); + } else { + retval = GetMvaValue__( inputValues ); + } + } + + return retval; +} diff --git a/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.weights.xml b/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.weights.xml new file mode 100644 index 000000000..03d538c07 --- /dev/null +++ b/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.weights.xml @@ -0,0 +1,11493 @@ +<?xml version="1.0"?> +<!-- + (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration + + This software is distributed under the terms of the GNU General Public + Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". + + In applying this licence, CERN does not waive the privileges and immunities + granted to it by virtue of its status as an Intergovernmental Organization + or submit itself to any jurisdiction. +--> +<MethodSetup Method="BDT::BDTG_BsBsb_6vars_BDTGselTCut_0.72"> + <GeneralInfo> + <Info name="TMVA Release" value="4.2.1 [262657]"/> + <Info name="ROOT Release" value="6.06/02 [394754]"/> + <Info name="Creator" value="sakar"/> + <Info name="Date" value="Thu Jun 1 14:48:33 2017"/> + <Info name="Host" value="Linux lcgapp-slc6-physical1.cern.ch 2.6.32-573.8.1.el6.x86_64 #1 SMP Wed Nov 11 15:27:45 CET 2015 x86_64 x86_64 x86_64 GNU/Linux"/> + <Info name="Dir" value="/afs/cern.ch/user/s/sakar/Analysis/FlavourTagging/FT-SSKdev"/> + <Info name="Training events" value="100000"/> + <Info name="TrainingTime" value="9.95274198e+01"/> + <Info name="AnalysisType" value="Classification"/> + </GeneralInfo> + <Options> + <Option name="V" modified="Yes">False</Option> + <Option name="VerbosityLevel" modified="No">Default</Option> + <Option name="VarTransform" modified="No">None</Option> + <Option name="H" modified="Yes">False</Option> + <Option name="CreateMVAPdfs" modified="No">False</Option> + <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option> + <Option name="NTrees" modified="Yes">1000</Option> + <Option name="MaxDepth" modified="Yes">2</Option> + <Option name="MinNodeSize" modified="Yes">2.5%</Option> + <Option name="nCuts" modified="Yes">20</Option> + <Option name="BoostType" modified="Yes">Grad</Option> + <Option name="AdaBoostR2Loss" modified="No">quadratic</Option> + <Option name="UseBaggedBoost" modified="Yes">True</Option> + <Option name="Shrinkage" modified="Yes">1.000000e-01</Option> + <Option name="AdaBoostBeta" modified="No">5.000000e-01</Option> + <Option name="UseRandomisedTrees" modified="No">False</Option> + <Option name="UseNvars" modified="No">3</Option> + <Option name="UsePoissonNvars" modified="No">True</Option> + <Option name="BaggedSampleFraction" modified="Yes">5.000000e-01</Option> + <Option name="UseYesNoLeaf" modified="No">True</Option> + <Option name="NegWeightTreatment" modified="No">ignorenegweightsintraining</Option> + <Option name="Css" modified="No">1.000000e+00</Option> + <Option name="Cts_sb" modified="No">1.000000e+00</Option> + <Option name="Ctb_ss" modified="No">1.000000e+00</Option> + <Option name="Cbb" modified="No">1.000000e+00</Option> + <Option name="NodePurityLimit" modified="No">5.000000e-01</Option> + <Option name="SeparationType" modified="No">giniindex</Option> + <Option name="DoBoostMonitor" modified="No">False</Option> + <Option name="UseFisherCuts" modified="No">False</Option> + <Option name="MinLinCorrForFisher" modified="No">8.000000e-01</Option> + <Option name="UseExclusiveVars" modified="No">False</Option> + <Option name="DoPreselection" modified="No">False</Option> + <Option name="SigToBkgFraction" modified="No">1.000000e+00</Option> + <Option name="PruneMethod" modified="No">nopruning</Option> + <Option name="PruneStrength" modified="No">0.000000e+00</Option> + <Option name="PruningValFraction" modified="No">5.000000e-01</Option> + <Option name="nEventsMin" modified="No">0</Option> + <Option name="UseBaggedGrad" modified="No">False</Option> + <Option name="GradBaggingFraction" modified="No">5.000000e-01</Option> + <Option name="UseNTrainEvents" modified="No">0</Option> + <Option name="NNodesMax" modified="No">0</Option> + </Options> + <Variables NVar="6"> + <Variable VarIndex="0" Expression="log(B_PT)" Label="ptB" Title="log momentum of the B" Unit="GeV" Internal="ptB" Type="D" Min="5.81567383e+00" Max="1.13906908e+01"/> + <Variable VarIndex="1" Expression="nTracks_presel_BDTGcut" Label="ntracks" Title="number of tagging tracks" Unit="" Internal="ntracks" Type="I" Min="1.00000000e+00" Max="1.10000000e+01"/> + <Variable VarIndex="2" Expression="nPV" Label="npv" Title="number of primary vertexes" Unit="" Internal="npv" Type="I" Min="1.00000000e+00" Max="7.00000000e+00"/> + <Variable VarIndex="3" Expression="(Tr_Charge*Tr_BDTG_selBestTracks_14vars)" Label="QxBDT_1" Title="Charge times BDT best track" Unit="" Internal="QxBDT_1" Type="F" Min="-9.90905166e-01" Max="9.91657495e-01"/> + <Variable VarIndex="4" Expression="(Tr_Charge_2nd*Tr_BDTG_selBestTracks_14vars_2nd)" Label="QxBDT_2nd" Title="Charge times BDT 2nd best track" Unit="" Internal="QxBDT_2nd" Type="F" Min="-9.86771941e-01" Max="9.86282945e-01"/> + <Variable VarIndex="5" Expression="(Tr_Charge_3rd*Tr_BDTG_selBestTracks_14vars_3rd)" Label="QxBDT_3rd" Title="Charge times BDT 3rd best track" Unit="" Internal="QxBDT_3rd" Type="F" Min="-9.69503164e-01" Max="9.78638589e-01"/> + </Variables> + <Spectators NSpec="0"/> + <Classes NClass="2"> + <Class Name="Signal" Index="0"/> + <Class Name="Background" Index="1"/> + </Classes> + <Transformations NTransformations="0"/> + <MVAPdfs/> + <Weights NTrees="1000" AnalysisType="1"> + <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="0"> + <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="8.0260938405990601e-01" cType="1" res="-2.1935063414275646e-03" rms="4.9999520182609558e-01" purity="4.9780648946762085e-01" nType="0"> + <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="-9.0504354238510132e-01" cType="1" res="-5.7428553700447083e-02" rms="4.9669101834297180e-01" purity="4.4257143139839172e-01" nType="0"> + <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5662908330559731e-02" rms="4.7554388642311096e-01" purity="3.4553959965705872e-01" nType="-99"/> + <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9059030823409557e-03" rms="4.9927148222923279e-01" purity="4.7301855683326721e-01" 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--- .../SSPion/TaggerPionBDTSameToolFunctional.h | 77 +++++++++++++++++++ 1 file changed, 77 insertions(+) create mode 100644 Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h new file mode 100644 index 000000000..3057a39fd --- /dev/null +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h @@ -0,0 +1,77 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#pragma once + +// from Gaudi +#include "GaudiAlg/Transformer.h" + +// from Event +#include "Event/FlavourTag.h" +#include "Event/Particle.h" + +class TaggerPionBDTSameToolFunctional : public Gaudi::Functional::Transformer<LHCb::FlavourTag( const EventContext&, const LHCb::Particles&, const LHCb::Particles& )> { + +public: + /// Standard constructor + TaggerPionBDTSameToolFunctional( const std::string& name, ISvcLocator* pSvcLocator ) + : Transformer( + name, pSvcLocator, + {KeyValue{"BCandidates", }, KeyValue{"TaggingPions", }}, + KeyValue{"OutputFlavourTags", } ) {} + + StatusCode initialize() override; ///< initialization + LHCb::FlavourTag operator()( const EventContext& evtCtx, const LHCb::Particle& seeds, + const MuonHitContainer& hit_cont ) const override; + + StatusCode finalize() override; ///< finalization + LHCb::Tagger::TaggerType taggerType() const override { return LHCb::Tagger::TaggerType::SS_PionBDT; } + +/* + //------------------------------------------------------------- + using ITagger::tag; + LHCb::Tagger tag( const LHCb::Particle*, const LHCb::RecVertex*, const int, LHCb::Particle::ConstVector& ) override; + //------------------------------------------------------------- + +private: + std::unique_ptr<ITaggingClassifier> m_classifier = nullptr; + ITaggingClassifierFactory* m_classifierFactory = nullptr; + + Gaudi::Property<std::string> m_classifierFactoryName{this, "ClassifierFactoryName", "SSPionClassifierFactory", + "Name of the factory that creates the classifier."}; + + // INNetTool* m_nnet; + const IVertexFit* m_fitter = nullptr; + ITaggingUtils* m_util = nullptr; + +/* cuts should go into moore todo + // properties + double m_Pt_cut_pionS; + double m_Bp_Pt_cut_pionS; + double m_Bp_vtxChi2_cut_pionS; + // double m_P_cut_pionS; + double m_IPs_cut_pionS; + double m_eta_cut_pionS; + double m_phi_cut_pionS; + // double m_dR_cut_pionS; + double m_dQcut_pionS; + // double m_BDT_cut_pionS; + double m_AverageOmega; + double m_PionProbMin; + double m_ghostprob_cut; + double m_PIDp_cut_pionS; + double m_PIDk_cut_pionS; + + double m_P0_pol_pionS; + double m_P1_pol_pionS; + double m_P2_pol_pionS; + double m_P3_pol_pionS; + */ +}; -- GitLab From 9cfe0178e87bf6dd7157c66c9c0e0aa8f56f1154 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Tue, 13 Oct 2020 16:34:13 +0200 Subject: [PATCH 13/54] new functional class --- .../TaggerPionBDTSameToolFunctional.cpp | 46 +++++++++++++++++++ .../SSPion/TaggerPionBDTSameToolFunctional.h | 28 ++++++++--- 2 files changed, 67 insertions(+), 7 deletions(-) create mode 100644 Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp new file mode 100644 index 000000000..e2470dc57 --- /dev/null +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp @@ -0,0 +1,46 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ + +#include "TaggerPionBDTSameToolFunctional.h" + +#include "src/Classification/ITaggingClassifierFactory.h" + +// Declaration of the Algorithm Factory +DECLARE_COMPONENT( TaggerPionBDTSameToolFunctional ) + +StatusCode TaggerPionBDTSameToolFunctional::initialize() { + error() << "TaggerPionBDTSameToolFunctional::initialize()" << endmsg; + const StatusCode sc = Transformer::initialize(); + if ( sc.isFailure() ) return sc; + + return sc; +} + +LHCb::Tagger TaggerPionBDTSameToolFunctional::operator()(const LHCb::Particles& bCandidates, + const LHCb::Particles& taggingPions, const LHCb::RecVertices& primaryVertices) const { + LHCb::Tagger tpion; + if(bCandidates.size() == 0 || taggingPions.size() == 0 || primaryVertices.size() == 0) + return tpion; + + //error() << "number of B candidates: " << bCandidates.size() << endmsg; + //error() << "number of tagging Pions: " << taggingPions.size() << endmsg; + //error() << "number of primary vertices: " << primaryVertices.size() << endmsg; + m_BCount += bCandidates.size(); + m_pionCount += taggingPions.size(); + + for(auto b : bCandidates){ + const LHCb::VertexBase* assocVtx = m_relatedPVTool->relatedPV(b, primaryVertices); + error() << "relatex PV z pos" << assocVtx->position().z() << endmsg; + } + + + return tpion; +} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h index 3057a39fd..be42b3a70 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h @@ -12,28 +12,42 @@ // from Gaudi #include "GaudiAlg/Transformer.h" +#include "GaudiKernel/ToolHandle.h" // from Event #include "Event/FlavourTag.h" #include "Event/Particle.h" +#include "Event/Tagger.h" +#include "Event/RecVertex.h" -class TaggerPionBDTSameToolFunctional : public Gaudi::Functional::Transformer<LHCb::FlavourTag( const EventContext&, const LHCb::Particles&, const LHCb::Particles& )> { + + +#include "Kernel/IRelatedPVFinder.h" + +class TaggerPionBDTSameToolFunctional : + public Gaudi::Functional::Transformer<LHCb::Tagger( const LHCb::Particles&, const LHCb::Particles&, const LHCb::RecVertices& )>{ + //Gaudi::Functional::Traits::BaseClass_t<ITagger> todo remove public: /// Standard constructor TaggerPionBDTSameToolFunctional( const std::string& name, ISvcLocator* pSvcLocator ) : Transformer( name, pSvcLocator, - {KeyValue{"BCandidates", }, KeyValue{"TaggingPions", }}, - KeyValue{"OutputFlavourTags", } ) {} + {KeyValue{"BCandidates", ""}, KeyValue{"TaggingPions", ""}, KeyValue{"PrimaryVertices", ""}}, + KeyValue{"OutputFlavourTags", ""} ) {} StatusCode initialize() override; ///< initialization - LHCb::FlavourTag operator()( const EventContext& evtCtx, const LHCb::Particle& seeds, - const MuonHitContainer& hit_cont ) const override; + + LHCb::Tagger operator()(const LHCb::Particles& bCandidates, const LHCb::Particles& taggingPions, const LHCb::RecVertices& primaryVertices ) const override; - StatusCode finalize() override; ///< finalization - LHCb::Tagger::TaggerType taggerType() const override { return LHCb::Tagger::TaggerType::SS_PionBDT; } + LHCb::Tagger::TaggerType taggerType() const { return LHCb::Tagger::TaggerType::SS_PionBDT; } + +private: + mutable Gaudi::Accumulators::SummingCounter<> m_BCount{this, "#BCandidates"}; + mutable Gaudi::Accumulators::SummingCounter<> m_pionCount{this, "#taggingPions"}; + ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OfflineDistanceCalculatorName_"}; + //ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator<_p2PVWithIPChi2, OfflineDistanceCalculatorName>/P2PVWithIPChi2:PUBLIC" }; /* //------------------------------------------------------------- using ITagger::tag; -- GitLab From 37f4cbd608d2bd04b4835eb3b8d2cb8fbf91de51 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Wed, 18 Nov 2020 10:46:45 +0100 Subject: [PATCH 14/54] use particledescendants tool --- .../TaggerPionBDTSameToolFunctional.cpp | 47 +++++++++++++---- .../SSPion/TaggerPionBDTSameToolFunctional.h | 50 +++---------------- 2 files changed, 46 insertions(+), 51 deletions(-) diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp index e2470dc57..2209a31a3 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp @@ -13,6 +13,8 @@ #include "src/Classification/ITaggingClassifierFactory.h" +#include <typeinfo> + // Declaration of the Algorithm Factory DECLARE_COMPONENT( TaggerPionBDTSameToolFunctional ) @@ -20,27 +22,54 @@ StatusCode TaggerPionBDTSameToolFunctional::initialize() { error() << "TaggerPionBDTSameToolFunctional::initialize()" << endmsg; const StatusCode sc = Transformer::initialize(); if ( sc.isFailure() ) return sc; - + + m_relatedPVTool.retrieve().ignore(); + //m_ParticleDescendantsTool.retrieve().ignore(); + m_overlapTool.retrieve().ignore(); + return sc; } + LHCb::Tagger TaggerPionBDTSameToolFunctional::operator()(const LHCb::Particles& bCandidates, const LHCb::Particles& taggingPions, const LHCb::RecVertices& primaryVertices) const { LHCb::Tagger tpion; if(bCandidates.size() == 0 || taggingPions.size() == 0 || primaryVertices.size() == 0) return tpion; - //error() << "number of B candidates: " << bCandidates.size() << endmsg; - //error() << "number of tagging Pions: " << taggingPions.size() << endmsg; - //error() << "number of primary vertices: " << primaryVertices.size() << endmsg; m_BCount += bCandidates.size(); m_pionCount += taggingPions.size(); - for(auto b : bCandidates){ - const LHCb::VertexBase* assocVtx = m_relatedPVTool->relatedPV(b, primaryVertices); - error() << "relatex PV z pos" << assocVtx->position().z() << endmsg; + error() << "NEW EVENT " << endmsg; + + for(const auto* b : bCandidates){ + //for(const auto b : bCandidates){ + //const LHCb::VertexBase* assocVtx = m_relatedPVTool->relatedPV(b, primaryVertices); + //LHCb::Particle::ConstVector bDaughters = m_ParticleDescendantsTool->descendants( b ); + //error() << "daughtersize " << bDaughters.size() << endmsg; + for(const auto* p : taggingPions){ + m_overlapTool->foundOverlap(p, b); + break; + } } + error() << "\n \n \n " << endmsg; - return tpion; -} \ No newline at end of file +} +/* +const bool TaggerPionBDTSameToolFunctional::isValidTaggingCandidate( const Particle* bCandidate, const Particle* taggingPart ) +{ + Particle::ConstVector bDaughters = m_partDescends->descendants( bCandidate ); + bDaughters.push_back( bCandidate ); + + // exclude signal tracks themselves + double distphi( 0 ); + if ( m_taggingUtils->isInTree( taggingPart, bDaughters, distphi ) ) + return false; + // exclude tracks too close to the signal + if ( distphi < m_cutTagPart_MinDistPhi ) + return false; + + return true; +} +*/ \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h index be42b3a70..efa22c650 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h @@ -20,10 +20,14 @@ #include "Event/Tagger.h" #include "Event/RecVertex.h" - +#include "src/Utils/TaggingHelpersFunctional.h" +#include "src/Utils/TypePrinter.h" #include "Kernel/IRelatedPVFinder.h" +#include "Kernel/IParticleDescendants.h" +#include "Kernel/ICheckOverlap.h" + class TaggerPionBDTSameToolFunctional : public Gaudi::Functional::Transformer<LHCb::Tagger( const LHCb::Particles&, const LHCb::Particles&, const LHCb::RecVertices& )>{ @@ -46,46 +50,8 @@ private: mutable Gaudi::Accumulators::SummingCounter<> m_BCount{this, "#BCandidates"}; mutable Gaudi::Accumulators::SummingCounter<> m_pionCount{this, "#taggingPions"}; - ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OfflineDistanceCalculatorName_"}; - //ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator<_p2PVWithIPChi2, OfflineDistanceCalculatorName>/P2PVWithIPChi2:PUBLIC" }; -/* - //------------------------------------------------------------- - using ITagger::tag; - LHCb::Tagger tag( const LHCb::Particle*, const LHCb::RecVertex*, const int, LHCb::Particle::ConstVector& ) override; - //------------------------------------------------------------- - -private: - std::unique_ptr<ITaggingClassifier> m_classifier = nullptr; - ITaggingClassifierFactory* m_classifierFactory = nullptr; - - Gaudi::Property<std::string> m_classifierFactoryName{this, "ClassifierFactoryName", "SSPionClassifierFactory", - "Name of the factory that creates the classifier."}; - - // INNetTool* m_nnet; - const IVertexFit* m_fitter = nullptr; - ITaggingUtils* m_util = nullptr; - -/* cuts should go into moore todo - // properties - double m_Pt_cut_pionS; - double m_Bp_Pt_cut_pionS; - double m_Bp_vtxChi2_cut_pionS; - // double m_P_cut_pionS; - double m_IPs_cut_pionS; - double m_eta_cut_pionS; - double m_phi_cut_pionS; - // double m_dR_cut_pionS; - double m_dQcut_pionS; - // double m_BDT_cut_pionS; - double m_AverageOmega; - double m_PionProbMin; - double m_ghostprob_cut; - double m_PIDp_cut_pionS; - double m_PIDk_cut_pionS; + ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OnlineDistanceCalculatorName_"}; + //ToolHandle<IParticleDescendants> m_ParticleDescendantsTool{this, "ParticleDescendants", "ParticleDescendants"}; + ToolHandle<ICheckOverlap> m_overlapTool{this, "OverlapTool", "CheckOverlap"}; - double m_P0_pol_pionS; - double m_P1_pol_pionS; - double m_P2_pol_pionS; - double m_P3_pol_pionS; - */ }; -- GitLab From 9c6f1b964013493670a3e6876e365dcc32531de8 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Wed, 3 Feb 2021 12:48:00 +0100 Subject: [PATCH 15/54] pre rebase --- .../FlavourTagging/ITaggingHelper.h | 30 +++++ .../TaggerPionBDTSameToolFunctional.cpp | 106 +++++++++++++----- .../SSPion/TaggerPionBDTSameToolFunctional.h | 34 ++++-- .../src/Utils/TaggingHelperFunctional.cpp | 47 ++++++++ .../src/Utils/TaggingHelperFunctional.h | 42 +++++++ 5 files changed, 226 insertions(+), 33 deletions(-) create mode 100644 Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h create mode 100644 Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.cpp create mode 100644 Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.h diff --git a/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h b/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h new file mode 100644 index 000000000..d1a55ce01 --- /dev/null +++ b/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h @@ -0,0 +1,30 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#ifndef PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPER_H +#define PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPER_H 1 + +#include "GaudiKernel/IAlgTool.h" + +// from Event +#include "Event/Particle.h" +#include "Event/RecVertex.h" + +class ITaggingHelper : virtual public IAlgTool { + + DeclareInterfaceID( ITaggingHelper, 3, 0 ); + + public: + virtual double dphi( const double, const double ) const = 0; + + virtual std::optional<std::pair<double, double>> calcIP( const LHCb::Particle*, const LHCb::VertexBase*) const = 0; +}; + +#endif // PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPER_H diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp index 2209a31a3..504490feb 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp @@ -13,6 +13,8 @@ #include "src/Classification/ITaggingClassifierFactory.h" +#include "src/Utils/TaggingHelperFunctional.h" + #include <typeinfo> // Declaration of the Algorithm Factory @@ -26,6 +28,8 @@ StatusCode TaggerPionBDTSameToolFunctional::initialize() { m_relatedPVTool.retrieve().ignore(); //m_ParticleDescendantsTool.retrieve().ignore(); m_overlapTool.retrieve().ignore(); + m_pvReFitterTool.retrieve().ignore(); + m_taggingHelper.retrieve().ignore(); return sc; } @@ -40,36 +44,88 @@ LHCb::Tagger TaggerPionBDTSameToolFunctional::operator()(const LHCb::Particles& m_BCount += bCandidates.size(); m_pionCount += taggingPions.size(); - error() << "NEW EVENT " << endmsg; + always() << "NEW EVENT " << endmsg; + + for(const auto* bCand : bCandidates){ - for(const auto* b : bCandidates){ - //for(const auto b : bCandidates){ - //const LHCb::VertexBase* assocVtx = m_relatedPVTool->relatedPV(b, primaryVertices); - //LHCb::Particle::ConstVector bDaughters = m_ParticleDescendantsTool->descendants( b ); - //error() << "daughtersize " << bDaughters.size() << endmsg; + // find bestPV and refit it + const LHCb::VertexBase* assocVtx = m_relatedPVTool->relatedPV(bCand, primaryVertices); + LHCb::RecVertex newPV( assocVtx->position() ); + LHCb::Particle newBCand( *bCand ); + const StatusCode sc = m_pvReFitterTool->remove( &newBCand, &newPV ); + always() << "PVREFITTER " << sc << endmsg; + if(!sc) continue; + + // loop over tagging pions for(const auto* p : taggingPions){ - m_overlapTool->foundOverlap(p, b); + //check that there is no overlap between the B candidate and the tagging pion + bool isOverlap = m_overlapTool->foundOverlap(p, bCand); + if(isOverlap) continue; + always() << "OVERLAPTOOL " << isOverlap << endmsg; + + // exclude tracks too close to the signal + double deltaphi = m_taggingHelper->dphi( bCand->momentum().phi(), p->momentum().phi() ); + deltaphi = fabs(deltaphi); + always() << "deltaphi " << deltaphi << endmsg; + if ( deltaphi < m_minDistPhi ) continue; + + // minIP cut on "pileup" vertecies (many more pileup verticies in Run3...)?? + //killer of tagging pions clones ?? + + // IP signifcance cut wrt bestPV + std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( p, assocVtx); + if ( !ipVals ) continue; + const double ipSig = std::fabs( ipVals.value().first / ipVals.value().second ); + if ( ipSig > m_maxIpSigTagBestPV ) continue; + + // make new particle with pion mass hypothesis !! + + // calculate and cut on dQ + Gaudi::LorentzVector p_reMom = p->momentum(); + const double p_mass = 139.57; // PDG is there an LHCb function with the mass-hypos??? + p_reMom.SetE( std::sqrt( p_mass * p_mass + p_reMom.P2() ) ); + Gaudi::LorentzVector b_mom = bCand->momentum(); + const double b_mass = b_mom.M();; + const double dQ = ( b_mom + p_reMom ).M() - b_mass; // NB: missing mp term as in Davide's computation + if ( dQ > m_maxDQB0Repion ) continue; + + // cut on the transverse momentum of the B-Pion combination + const double bp_pT = ( b_mom + p_reMom ).Pt(); + if ( bp_pT < m_minPTB0Repion ) continue; + + // + const double deta = std::fabs( log( tan( b_mom.Theta() / 2. ) / tan( p_reMom.Theta() / 2. ) ) ); + const double newDphi = std::fabs( m_taggingHelper->dphi( b_mom.phi(), p_reMom.phi() ) ); + const double dR = std::sqrt( deta * deta + newDphi * newDphi ); //?? + + if ( deta > m_maxDEtaB0Repion ) continue; + if ( newDphi > m_maxDPhiB0Repion ) continue; + + // vertex refit and vertex chi2 cut + //Vertex vtx; + //StatusCode sc = m_fitter->fit( vtx, bCand, p ); + //if ( sc.isFailure() ) continue; + //if ( vtx.chi2() / vtx.nDoF() > m_Bp_vtxChi2_cut_pionS ) continue; + + // MVA !! + std::vector<double> inputVals(13); + inputVals[0] = log( p_reMom.P() / Gaudi::Units::GeV ); + inputVals[1] = log( p_reMom.Pt() / Gaudi::Units::GeV ); + inputVals[2] = log( ipSig ); + //inputVals[3] = trackGhostProb; + inputVals[4] = log( newDphi ); + inputVals[5] = dR ; + inputVals[6] = log( deta ); + inputVals[7] = dQ / Gaudi::Units::GeV ; + inputVals[8] = log( b_mom.Pt() / Gaudi::Units::GeV ); + inputVals[9] = log( ( b_mom + p_reMom ).Pt() / Gaudi::Units::GeV ); + //inputVals[10] = PIDk; + //inputVals[11] = lcs; + //inputVals[12] = RecVert->nDoF(); break; } } error() << "\n \n \n " << endmsg; return tpion; -} -/* -const bool TaggerPionBDTSameToolFunctional::isValidTaggingCandidate( const Particle* bCandidate, const Particle* taggingPart ) -{ - Particle::ConstVector bDaughters = m_partDescends->descendants( bCandidate ); - bDaughters.push_back( bCandidate ); - - // exclude signal tracks themselves - double distphi( 0 ); - if ( m_taggingUtils->isInTree( taggingPart, bDaughters, distphi ) ) - return false; - // exclude tracks too close to the signal - if ( distphi < m_cutTagPart_MinDistPhi ) - return false; - - return true; -} -*/ \ No newline at end of file +} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h index efa22c650..87af7b74f 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h @@ -20,13 +20,17 @@ #include "Event/Tagger.h" #include "Event/RecVertex.h" -#include "src/Utils/TaggingHelpersFunctional.h" -#include "src/Utils/TypePrinter.h" - - #include "Kernel/IRelatedPVFinder.h" -#include "Kernel/IParticleDescendants.h" +//#include "Kernel/IParticleDescendants.h" #include "Kernel/ICheckOverlap.h" +#include "Kernel/IPVReFitter.h" + +#include "src/Utils/TaggingHelperFunctional.h" + +#include "FlavourTagging/ITaggingHelper.h" + +//temp, remove later +#include "src/Utils/TypePrinter.h" class TaggerPionBDTSameToolFunctional : @@ -47,11 +51,25 @@ public: LHCb::Tagger::TaggerType taggerType() const { return LHCb::Tagger::TaggerType::SS_PionBDT; } private: + Gaudi::Property<double> m_minDistPhi{this, "MinDistPhi", 0.005, + "Tagging particle requirement: Minimum phi distance to B candidate"}; + Gaudi::Property<double> m_maxIpSigTagBestPV{this, "MaxIpSigTagBestPV", 0.005, + "Tagging particle requirement: Maximum IP significance wrt to best PV"}; + Gaudi::Property<double> m_maxDQB0Repion{this, "MaxDQB0Repion", 0.005, + "I don't know what this is"}; //?? or what the default value is + Gaudi::Property<double> m_minPTB0Repion{this, "MaxPTB0Repion", 0.005, + "Maximum transverse momentum of the B0-Pion combination"}; //?? I don't know the default value + Gaudi::Property<double> m_maxDEtaB0Repion{this, "MaxDEtaB0RePion", 0.005}; + Gaudi::Property<double> m_maxDPhiB0Repion{this, "MaxDPhiB0RePion", 0.005}; + mutable Gaudi::Accumulators::SummingCounter<> m_BCount{this, "#BCandidates"}; mutable Gaudi::Accumulators::SummingCounter<> m_pionCount{this, "#taggingPions"}; - ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OnlineDistanceCalculatorName_"}; - //ToolHandle<IParticleDescendants> m_ParticleDescendantsTool{this, "ParticleDescendants", "ParticleDescendants"}; - ToolHandle<ICheckOverlap> m_overlapTool{this, "OverlapTool", "CheckOverlap"}; + ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OnlineDistanceCalculatorName_"}; + ToolHandle<ICheckOverlap> m_overlapTool{this, "OverlapTool", "CheckOverlap"}; + ToolHandle<IPVReFitter> m_pvReFitterTool{this, "PVReFitter", "LoKi::PVReFitter"}; + ToolHandle<ITaggingHelper> m_taggingHelper{this, "TaggingHelper", "TaggingHelperFunctional"}; + //ToolHandle<IVertexFit> m_vertexFitterTool{this, ""}; + //ToolHandle<IParticleDescendants> m_ParticleDescendantsTool{this, "ParticleDescendants", "ParticleDescendants"}; }; diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.cpp b/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.cpp new file mode 100644 index 000000000..15d59096c --- /dev/null +++ b/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.cpp @@ -0,0 +1,47 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include "TaggingHelperFunctional.h" + +#include <cmath> + +// Declaration of the Algorithm Factory +DECLARE_COMPONENT( TaggingHelperFunctional ) + + StatusCode TaggingHelperFunctional::initialize() { + StatusCode sc = GaudiTool::initialize(); + + m_distCalc.retrieve().ignore(); + + return sc; + } + + double TaggingHelperFunctional::dphi( const double phi1, const double phi2 ) const { + const double c1 = std::cos( phi1 ), s1 = std::sin( phi1 ); + const double c2 = std::cos( phi2 ), s2 = std::sin( phi2 ); + return std::atan2( c1 * s2 - c2 * s1, c1 * c2 + s1 * s2 ); + } + + std::optional<std::pair<double, double>> TaggingHelperFunctional::calcIP( const LHCb::Particle* part, const LHCb::VertexBase* v) const { + double ip = -100.0; + double iperr = 0.0; + int zsign = 0; + double ipC = 0, ipChi2 = 0; + StatusCode sc1 = m_distCalc->distance( part, v, ipC, ipChi2 ); + Gaudi::XYZVector ipV; + StatusCode sc2 = m_distCalc->distance( part, v, ipV ); + if ( sc1 && ipChi2 != 0 ) { + if ( sc2 ) zsign = ipV.z() > 0 ? 1 : -1; + ip = ipC * zsign; // IP with sign + iperr = ipC / std::sqrt( ipChi2 ); + return std::make_pair(ip, iperr); + } + return std::nullopt; + } diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.h b/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.h new file mode 100644 index 000000000..77c5e4c0b --- /dev/null +++ b/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.h @@ -0,0 +1,42 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#ifndef PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H +#define PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H 1 + +// from Gaudi +#include "GaudiAlg/GaudiTool.h" + +#include "Kernel/IDistanceCalculator.h" + +// from FlavourTagging +#include "FlavourTagging/ITaggingHelper.h" + +class TaggingHelperFunctional : public GaudiTool, virtual public ITaggingHelper { + +public: + /// Standard constructor + TaggingHelperFunctional( const std::string& type, const std::string& name, const IInterface* parent ) : + GaudiTool( type, name, parent ){}; + + virtual ~TaggingHelperFunctional() = default; + StatusCode initialize() override; + + double dphi( const double phi1, const double phi2 ) const override; + + std::optional<std::pair<double, double>> calcIP( const LHCb::Particle* part, const LHCb::VertexBase* v) const override; + +private: + + ToolHandle<IDistanceCalculator> m_distCalc{this, "DistanceCalculator", "LoKi::DistanceCalculator"}; + +}; + +#endif // PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H \ No newline at end of file -- GitLab From 42e4a02ec47bc21c22a19aa6c02a470c87d3a560 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Tue, 16 Feb 2021 11:41:42 +0100 Subject: [PATCH 16/54] renaming and completing --- .../FlavourTagging/ITaggingHelper.h | 11 +- .../Taggers/SSPion/FunctionalSSPionTagger.cpp | 178 ++++++++++++++++++ ...lFunctional.h => FunctionalSSPionTagger.h} | 48 +++-- .../TaggerPionBDTSameToolFunctional.cpp | 131 ------------- Phys/FlavourTagging/src/Utils/TaggingHelper.h | 10 + ...erFunctional.cpp => TaggingHelperTool.cpp} | 42 +++-- ...HelperFunctional.h => TaggingHelperTool.h} | 21 ++- 7 files changed, 261 insertions(+), 180 deletions(-) create mode 100644 Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp rename Phys/FlavourTagging/src/Taggers/SSPion/{TaggerPionBDTSameToolFunctional.h => FunctionalSSPionTagger.h} (64%) delete mode 100644 Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp create mode 100644 Phys/FlavourTagging/src/Utils/TaggingHelper.h rename Phys/FlavourTagging/src/Utils/{TaggingHelperFunctional.cpp => TaggingHelperTool.cpp} (52%) rename Phys/FlavourTagging/src/Utils/{TaggingHelperFunctional.h => TaggingHelperTool.h} (53%) diff --git a/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h b/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h index d1a55ce01..cf79990e7 100644 --- a/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h +++ b/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h @@ -22,9 +22,16 @@ class ITaggingHelper : virtual public IAlgTool { DeclareInterfaceID( ITaggingHelper, 3, 0 ); public: - virtual double dphi( const double, const double ) const = 0; - virtual std::optional<std::pair<double, double>> calcIP( const LHCb::Particle*, const LHCb::VertexBase*) const = 0; + virtual std::optional<std::pair<double, double>> calcIP( const LHCb::Particle&, const LHCb::VertexBase&) const = 0; + + virtual bool hasOverlap(const LHCb::Particle&, const LHCb::Particle&) const = 0; + + virtual const LHCb::VertexBase* bestPV(const LHCb::Particle&, const LHCb::RecVertices&) const = 0; + + virtual std::optional<LHCb::Vertex> fitVertex( const LHCb::Particle&, const LHCb::Particle&) const = 0; + + }; #endif // PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPER_H diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp new file mode 100644 index 000000000..7912dc548 --- /dev/null +++ b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp @@ -0,0 +1,178 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ + +#include "FunctionalSSPionTagger.h" + +#include "Classifiers/TMVA/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" + +#include "src/Utils/TaggingHelperTool.h" +#include "src/Utils/TaggingHelper.h" + +#include <typeinfo> + +// Declaration of the Algorithm Factory +DECLARE_COMPONENT( FunctionalSSPionTagger ) + +StatusCode FunctionalSSPionTagger::initialize() { + error() << "FunctionalSSPionTagger::initialize()" << endmsg; + const StatusCode sc = Transformer::initialize(); + if ( sc.isFailure() ) return sc; + + m_taggingHelper.retrieve().ignore(); + m_vertexFitTool.retrieve().ignore(); + + return sc; +} + + +std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particles& bCandidates, + const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices) const { + std::vector<LHCb::Tagger> taggerList(bCandidates.size()); + + always() << "NEW EVENT " << endmsg; + m_BCount += bCandidates.size(); + m_pionCount += taggingPions.size(); + always() << bCandidates.size() << " " << taggingPions.size() << " " << primaryVertices.size() << endmsg; + if(bCandidates.size() == 0 || taggingPions.size() == 0 || primaryVertices.size() == 0) + return taggerList; + + // loop over B candidates + int bCounter = -1; + for(const auto* bCand : bCandidates){ + bCounter++; + std::optional<const LHCb::Particle*> tagPion; // ask Sascha is this is ok :D??? + double bestBDT = -99.0; + + // find PV that best fits the B candidate + const LHCb::VertexBase* bestPV = m_taggingHelper->bestPV(*bCand, primaryVertices); + + // loop over tagging pions + for(const auto* pi : taggingPions){ + //check that there is no overlap between the B candidate and the tagging pion + bool hasOverlap = m_taggingHelper->hasOverlap(*pi, *bCand); + if(hasOverlap) continue; + //always() << "OVERLAPTOOL " << hasOverlap << endmsg; + + // exclude tracks too close to the signal + double deltaphi = TaggingHelper::dphi( bCand->momentum().phi(), pi->momentum().phi() ); + deltaphi = fabs(deltaphi); + if ( deltaphi < m_minDistPhi ) continue; + + // minIP cut on "pileup" vertices (many more pileup verticies in Run3...)?? + // killer of tagging pions clones ?? + + // IP signifcance cut wrt bestPV + std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( *pi, *bestPV); + if ( !ipVals ) continue; + const double ipSig = std::fabs( ipVals.value().first / ipVals.value().second ); + if ( ipSig > m_maxIpSigTagBestPV ) + continue; + + // make new particle with pion mass hypothesis !! + Gaudi::LorentzVector pi_reMom = pi->momentum(); + const double pi_mass = 139.57; // PDG is there an LHCb function with the mass-hypos??? + pi_reMom.SetE( std::sqrt( pi_mass * pi_mass + pi_reMom.P2() ) ); + Gaudi::LorentzVector b_mom = bCand->momentum(); + const double b_mass = b_mom.M();; + + // calculate and cut on dQ + const double dQ = ( b_mom + pi_reMom ).M() - b_mass; // NB: missing mp term as in Davide's computation (???) + if ( dQ > m_maxDQB0Repion ) + continue; + + // cut on the transverse momentum of the B-Pion combination + const double bpi_pT = ( b_mom + pi_reMom ).Pt(); + if ( bpi_pT < m_minPTB0Repion ) + continue; + + // some ither cuts + const double dEta = std::fabs( log( tan( b_mom.Theta() / 2. ) / tan( pi_reMom.Theta() / 2. ) ) ); + const double newDphi = std::fabs( TaggingHelper::dphi( b_mom.phi(), pi_reMom.phi() ) ); + const double dR = std::sqrt( dEta * dEta + newDphi * newDphi ); //?? + + if ( dEta > m_maxDEtaB0Repion ) + continue; + if ( newDphi > m_maxDPhiB0Repion ) + continue; + + // fit BCand and pionCand to vertex and cut on chi2/ndof + std::optional<LHCb::Vertex> pBVtx = m_taggingHelper->fitVertex(*pi, *bCand); + if(pBVtx){ + if ( pBVtx.value().chi2() / pBVtx.value().nDoF() > m_minChi2B0PionVertex ) + continue; + } + else + continue; + + always() << "accepted" << endmsg; + const LHCb::ProtoParticle* pi_proto = pi->proto(); + const double piPIDk = pi_proto->info( LHCb::ProtoParticle::additionalInfo::CombDLLk, -1000.0 ); + const LHCb::Track* pi_track = pi_proto->track(); + const double piTrackChi2 = pi_track->chi2PerDoF(); + const double piGhostProb = pi_track->ghostProbability(); + + // MVA !! + std::vector<double> inputVals(13); + inputVals[0] = log( pi_reMom.P() / Gaudi::Units::GeV ); + inputVals[1] = log( pi_reMom.Pt() / Gaudi::Units::GeV ); + inputVals[2] = log( ipSig ); + inputVals[3] = piGhostProb; + inputVals[4] = log( newDphi ); + inputVals[5] = dR ; + inputVals[6] = log( dEta ); + inputVals[7] = dQ / Gaudi::Units::GeV ; + inputVals[8] = log( b_mom.Pt() / Gaudi::Units::GeV ); + inputVals[9] = log( ( b_mom + pi_reMom ).Pt() / Gaudi::Units::GeV ); + inputVals[10] = piPIDk; + inputVals[11] = piTrackChi2; + inputVals[12] = bestPV->nDoF(); + + std::unique_ptr<ITaggingClassifier> classifier = std::make_unique<SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1>(); + const double BDT = classifier->getClassifierValue( inputVals ); + always() << "classifier BDT value " << BDT << endmsg; + + if ( BDT < bestBDT ) continue; + + always() << bestBDT << " " << BDT << endmsg; + tagPion = pi; + bestBDT = BDT; + } + //always() << "end of event" << endmsg; + + if ( !tagPion ){ + always() << "no tagpion " << bestBDT << endmsg; + continue; + } + + //what are those??? + double pn = 1. - ( m_polP0 + m_polP1 * bestBDT + m_polP2 * bestBDT * bestBDT + m_polP3 * bestBDT * bestBDT * bestBDT ); + always() << pn << endmsg; + + if ( pn < m_minPionProb || pn > 1 ) + continue; + + int tagdecision = tagPion.value()->charge() > 0 ? 1 : -1; + if ( bCand->particleID().hasUp() ) tagdecision = -tagdecision; + + LHCb::Tagger pionTagger; + pionTagger.setDecision( tagdecision ); + pionTagger.setOmega( 1 - pn ); + pionTagger.setType( taggerType() ); + pionTagger.addToTaggerParts( tagPion.value() ); + pionTagger.setCharge( tagPion.value()->charge() ); + pionTagger.setMvaValue( bestBDT ); + + taggerList[bCounter] = pionTagger; // ??? compiler does not like this line + m_FTCount+=1; + } + + return taggerList; +} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h similarity index 64% rename from Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h rename to Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h index 87af7b74f..0bb3696d7 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.h +++ b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h @@ -20,25 +20,18 @@ #include "Event/Tagger.h" #include "Event/RecVertex.h" -#include "Kernel/IRelatedPVFinder.h" -//#include "Kernel/IParticleDescendants.h" -#include "Kernel/ICheckOverlap.h" -#include "Kernel/IPVReFitter.h" - -#include "src/Utils/TaggingHelperFunctional.h" - #include "FlavourTagging/ITaggingHelper.h" +#include "src/Utils/TaggingHelperTool.h" //temp, remove later #include "src/Utils/TypePrinter.h" -class TaggerPionBDTSameToolFunctional : - public Gaudi::Functional::Transformer<LHCb::Tagger( const LHCb::Particles&, const LHCb::Particles&, const LHCb::RecVertices& )>{ - //Gaudi::Functional::Traits::BaseClass_t<ITagger> todo remove +class FunctionalSSPionTagger : + public Gaudi::Functional::Transformer<std::vector<LHCb::Tagger>(const LHCb::Particles&, const LHCb::Particle::Range&, const LHCb::RecVertices& )>{ public: /// Standard constructor - TaggerPionBDTSameToolFunctional( const std::string& name, ISvcLocator* pSvcLocator ) + FunctionalSSPionTagger( const std::string& name, ISvcLocator* pSvcLocator ) : Transformer( name, pSvcLocator, {KeyValue{"BCandidates", ""}, KeyValue{"TaggingPions", ""}, KeyValue{"PrimaryVertices", ""}}, @@ -46,30 +39,33 @@ public: StatusCode initialize() override; ///< initialization - LHCb::Tagger operator()(const LHCb::Particles& bCandidates, const LHCb::Particles& taggingPions, const LHCb::RecVertices& primaryVertices ) const override; - + std::vector<LHCb::Tagger> operator()(const LHCb::Particles& bCandidates,const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices ) const override; + LHCb::Tagger::TaggerType taggerType() const { return LHCb::Tagger::TaggerType::SS_PionBDT; } private: Gaudi::Property<double> m_minDistPhi{this, "MinDistPhi", 0.005, "Tagging particle requirement: Minimum phi distance to B candidate"}; - Gaudi::Property<double> m_maxIpSigTagBestPV{this, "MaxIpSigTagBestPV", 0.005, + Gaudi::Property<double> m_maxIpSigTagBestPV{this, "MaxIpSigTagBestPV", 4.0, "Tagging particle requirement: Maximum IP significance wrt to best PV"}; - Gaudi::Property<double> m_maxDQB0Repion{this, "MaxDQB0Repion", 0.005, - "I don't know what this is"}; //?? or what the default value is - Gaudi::Property<double> m_minPTB0Repion{this, "MaxPTB0Repion", 0.005, - "Maximum transverse momentum of the B0-Pion combination"}; //?? I don't know the default value - Gaudi::Property<double> m_maxDEtaB0Repion{this, "MaxDEtaB0RePion", 0.005}; - Gaudi::Property<double> m_maxDPhiB0Repion{this, "MaxDPhiB0RePion", 0.005}; + Gaudi::Property<double> m_maxDQB0Repion{this, "MaxDQB0Repion", 1.2 * Gaudi::Units::GeV, + "I don't know what this is"}; + Gaudi::Property<double> m_minPTB0Repion{this, "MaxPTB0Repion", 3.0 * Gaudi::Units::GeV, + "Maximum transverse momentum of the B0-Pion combination"}; + Gaudi::Property<double> m_maxDEtaB0Repion{this, "MaxDEtaB0RePion", 1.2}; + Gaudi::Property<double> m_maxDPhiB0Repion{this, "MaxDPhiB0RePion", 1.1}; + Gaudi::Property<double> m_minChi2B0PionVertex{this, "MinChi2B0PionVertex", 100}; + Gaudi::Property<double> m_minPionProb{this, "MinPionProb", 0.5}; mutable Gaudi::Accumulators::SummingCounter<> m_BCount{this, "#BCandidates"}; mutable Gaudi::Accumulators::SummingCounter<> m_pionCount{this, "#taggingPions"}; + mutable Gaudi::Accumulators::SummingCounter<> m_FTCount{this, "#goodFlavourTags"}; - ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OnlineDistanceCalculatorName_"}; - ToolHandle<ICheckOverlap> m_overlapTool{this, "OverlapTool", "CheckOverlap"}; - ToolHandle<IPVReFitter> m_pvReFitterTool{this, "PVReFitter", "LoKi::PVReFitter"}; - ToolHandle<ITaggingHelper> m_taggingHelper{this, "TaggingHelper", "TaggingHelperFunctional"}; - //ToolHandle<IVertexFit> m_vertexFitterTool{this, ""}; - //ToolHandle<IParticleDescendants> m_ParticleDescendantsTool{this, "ParticleDescendants", "ParticleDescendants"}; + ToolHandle<ITaggingHelper> m_taggingHelper{this, "TaggingHelper", "TaggingHelperTool"}; + ToolHandle<IVertexFit> m_vertexFitTool{this, "VertexFitter", "LoKi::VertexFitter"}; + double m_polP0 = 0.4523 ; + double m_polP1 = -0.117; + double m_polP2 = -0.122; + double m_polP3 = -0.081; }; diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp deleted file mode 100644 index 504490feb..000000000 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameToolFunctional.cpp +++ /dev/null @@ -1,131 +0,0 @@ -/*****************************************************************************\ -* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * -* * -* This software is distributed under the terms of the GNU General Public * -* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * -* * -* In applying this licence, CERN does not waive the privileges and immunities * -* granted to it by virtue of its status as an Intergovernmental Organization * -* or submit itself to any jurisdiction. * -\*****************************************************************************/ - -#include "TaggerPionBDTSameToolFunctional.h" - -#include "src/Classification/ITaggingClassifierFactory.h" - -#include "src/Utils/TaggingHelperFunctional.h" - -#include <typeinfo> - -// Declaration of the Algorithm Factory -DECLARE_COMPONENT( TaggerPionBDTSameToolFunctional ) - -StatusCode TaggerPionBDTSameToolFunctional::initialize() { - error() << "TaggerPionBDTSameToolFunctional::initialize()" << endmsg; - const StatusCode sc = Transformer::initialize(); - if ( sc.isFailure() ) return sc; - - m_relatedPVTool.retrieve().ignore(); - //m_ParticleDescendantsTool.retrieve().ignore(); - m_overlapTool.retrieve().ignore(); - m_pvReFitterTool.retrieve().ignore(); - m_taggingHelper.retrieve().ignore(); - - return sc; -} - - -LHCb::Tagger TaggerPionBDTSameToolFunctional::operator()(const LHCb::Particles& bCandidates, - const LHCb::Particles& taggingPions, const LHCb::RecVertices& primaryVertices) const { - LHCb::Tagger tpion; - if(bCandidates.size() == 0 || taggingPions.size() == 0 || primaryVertices.size() == 0) - return tpion; - - m_BCount += bCandidates.size(); - m_pionCount += taggingPions.size(); - - always() << "NEW EVENT " << endmsg; - - for(const auto* bCand : bCandidates){ - - // find bestPV and refit it - const LHCb::VertexBase* assocVtx = m_relatedPVTool->relatedPV(bCand, primaryVertices); - LHCb::RecVertex newPV( assocVtx->position() ); - LHCb::Particle newBCand( *bCand ); - const StatusCode sc = m_pvReFitterTool->remove( &newBCand, &newPV ); - always() << "PVREFITTER " << sc << endmsg; - if(!sc) continue; - - // loop over tagging pions - for(const auto* p : taggingPions){ - //check that there is no overlap between the B candidate and the tagging pion - bool isOverlap = m_overlapTool->foundOverlap(p, bCand); - if(isOverlap) continue; - always() << "OVERLAPTOOL " << isOverlap << endmsg; - - // exclude tracks too close to the signal - double deltaphi = m_taggingHelper->dphi( bCand->momentum().phi(), p->momentum().phi() ); - deltaphi = fabs(deltaphi); - always() << "deltaphi " << deltaphi << endmsg; - if ( deltaphi < m_minDistPhi ) continue; - - // minIP cut on "pileup" vertecies (many more pileup verticies in Run3...)?? - //killer of tagging pions clones ?? - - // IP signifcance cut wrt bestPV - std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( p, assocVtx); - if ( !ipVals ) continue; - const double ipSig = std::fabs( ipVals.value().first / ipVals.value().second ); - if ( ipSig > m_maxIpSigTagBestPV ) continue; - - // make new particle with pion mass hypothesis !! - - // calculate and cut on dQ - Gaudi::LorentzVector p_reMom = p->momentum(); - const double p_mass = 139.57; // PDG is there an LHCb function with the mass-hypos??? - p_reMom.SetE( std::sqrt( p_mass * p_mass + p_reMom.P2() ) ); - Gaudi::LorentzVector b_mom = bCand->momentum(); - const double b_mass = b_mom.M();; - const double dQ = ( b_mom + p_reMom ).M() - b_mass; // NB: missing mp term as in Davide's computation - if ( dQ > m_maxDQB0Repion ) continue; - - // cut on the transverse momentum of the B-Pion combination - const double bp_pT = ( b_mom + p_reMom ).Pt(); - if ( bp_pT < m_minPTB0Repion ) continue; - - // - const double deta = std::fabs( log( tan( b_mom.Theta() / 2. ) / tan( p_reMom.Theta() / 2. ) ) ); - const double newDphi = std::fabs( m_taggingHelper->dphi( b_mom.phi(), p_reMom.phi() ) ); - const double dR = std::sqrt( deta * deta + newDphi * newDphi ); //?? - - if ( deta > m_maxDEtaB0Repion ) continue; - if ( newDphi > m_maxDPhiB0Repion ) continue; - - // vertex refit and vertex chi2 cut - //Vertex vtx; - //StatusCode sc = m_fitter->fit( vtx, bCand, p ); - //if ( sc.isFailure() ) continue; - //if ( vtx.chi2() / vtx.nDoF() > m_Bp_vtxChi2_cut_pionS ) continue; - - // MVA !! - std::vector<double> inputVals(13); - inputVals[0] = log( p_reMom.P() / Gaudi::Units::GeV ); - inputVals[1] = log( p_reMom.Pt() / Gaudi::Units::GeV ); - inputVals[2] = log( ipSig ); - //inputVals[3] = trackGhostProb; - inputVals[4] = log( newDphi ); - inputVals[5] = dR ; - inputVals[6] = log( deta ); - inputVals[7] = dQ / Gaudi::Units::GeV ; - inputVals[8] = log( b_mom.Pt() / Gaudi::Units::GeV ); - inputVals[9] = log( ( b_mom + p_reMom ).Pt() / Gaudi::Units::GeV ); - //inputVals[10] = PIDk; - //inputVals[11] = lcs; - //inputVals[12] = RecVert->nDoF(); - break; - } - } - error() << "\n \n \n " << endmsg; - - return tpion; -} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelper.h b/Phys/FlavourTagging/src/Utils/TaggingHelper.h new file mode 100644 index 000000000..4bcb7b9a4 --- /dev/null +++ b/Phys/FlavourTagging/src/Utils/TaggingHelper.h @@ -0,0 +1,10 @@ +#include <cmath> + +namespace TaggingHelper{ + + double dphi( const double phi1, const double phi2 ) { + const double c1 = std::cos( phi1 ), s1 = std::sin( phi1 ); + const double c2 = std::cos( phi2 ), s2 = std::sin( phi2 ); + return std::atan2( c1 * s2 - c2 * s1, c1 * c2 + s1 * s2 ); + } +} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.cpp b/Phys/FlavourTagging/src/Utils/TaggingHelperTool.cpp similarity index 52% rename from Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.cpp rename to Phys/FlavourTagging/src/Utils/TaggingHelperTool.cpp index 15d59096c..851370c05 100644 --- a/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.cpp +++ b/Phys/FlavourTagging/src/Utils/TaggingHelperTool.cpp @@ -8,35 +8,32 @@ * granted to it by virtue of its status as an Intergovernmental Organization * * or submit itself to any jurisdiction. * \*****************************************************************************/ -#include "TaggingHelperFunctional.h" +#include "TaggingHelperTool.h" #include <cmath> // Declaration of the Algorithm Factory -DECLARE_COMPONENT( TaggingHelperFunctional ) +DECLARE_COMPONENT( TaggingHelperTool ) - StatusCode TaggingHelperFunctional::initialize() { + StatusCode TaggingHelperTool::initialize() { StatusCode sc = GaudiTool::initialize(); - m_distCalc.retrieve().ignore(); - + m_distCalcTool.retrieve().ignore(); + m_overlapTool.retrieve().ignore(); + m_relatedPVTool.retrieve().ignore(); + m_vertexFitTool.retrieve().ignore(); + return sc; } - double TaggingHelperFunctional::dphi( const double phi1, const double phi2 ) const { - const double c1 = std::cos( phi1 ), s1 = std::sin( phi1 ); - const double c2 = std::cos( phi2 ), s2 = std::sin( phi2 ); - return std::atan2( c1 * s2 - c2 * s1, c1 * c2 + s1 * s2 ); - } - - std::optional<std::pair<double, double>> TaggingHelperFunctional::calcIP( const LHCb::Particle* part, const LHCb::VertexBase* v) const { + std::optional<std::pair<double, double>> TaggingHelperTool::calcIP( const LHCb::Particle& part, const LHCb::VertexBase& vtx) const { double ip = -100.0; double iperr = 0.0; int zsign = 0; double ipC = 0, ipChi2 = 0; - StatusCode sc1 = m_distCalc->distance( part, v, ipC, ipChi2 ); + StatusCode sc1 = m_distCalcTool->distance( &part, &vtx, ipC, ipChi2 ); Gaudi::XYZVector ipV; - StatusCode sc2 = m_distCalc->distance( part, v, ipV ); + StatusCode sc2 = m_distCalcTool->distance( &part, &vtx, ipV ); if ( sc1 && ipChi2 != 0 ) { if ( sc2 ) zsign = ipV.z() > 0 ? 1 : -1; ip = ipC * zsign; // IP with sign @@ -45,3 +42,20 @@ DECLARE_COMPONENT( TaggingHelperFunctional ) } return std::nullopt; } + + bool TaggingHelperTool::hasOverlap(const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const{ + return m_overlapTool->foundOverlap(&tagCand, &bCand); + } + +const LHCb::VertexBase* TaggingHelperTool::bestPV(const LHCb::Particle& bCand, const LHCb::RecVertices& allPVs) const{ + return m_relatedPVTool->relatedPV(&bCand, allPVs); +} + +std::optional<LHCb::Vertex> TaggingHelperTool::fitVertex( const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const{ + LHCb::Vertex vtx; + StatusCode sc = m_vertexFitTool->fit( vtx, tagCand, bCand ); + if(sc.isFailure()) + return std::nullopt; + else + return vtx; +} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.h b/Phys/FlavourTagging/src/Utils/TaggingHelperTool.h similarity index 53% rename from Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.h rename to Phys/FlavourTagging/src/Utils/TaggingHelperTool.h index 77c5e4c0b..ee3b1dd8a 100644 --- a/Phys/FlavourTagging/src/Utils/TaggingHelperFunctional.h +++ b/Phys/FlavourTagging/src/Utils/TaggingHelperTool.h @@ -15,28 +15,35 @@ #include "GaudiAlg/GaudiTool.h" #include "Kernel/IDistanceCalculator.h" +#include "Kernel/ICheckOverlap.h" +#include "Kernel/IRelatedPVFinder.h" +#include "Kernel/IVertexFit.h" // from FlavourTagging #include "FlavourTagging/ITaggingHelper.h" -class TaggingHelperFunctional : public GaudiTool, virtual public ITaggingHelper { +class TaggingHelperTool : public GaudiTool, virtual public ITaggingHelper { public: /// Standard constructor - TaggingHelperFunctional( const std::string& type, const std::string& name, const IInterface* parent ) : + TaggingHelperTool( const std::string& type, const std::string& name, const IInterface* parent ) : GaudiTool( type, name, parent ){}; - virtual ~TaggingHelperFunctional() = default; + virtual ~TaggingHelperTool() = default; StatusCode initialize() override; - double dphi( const double phi1, const double phi2 ) const override; + std::optional<std::pair<double, double>> calcIP( const LHCb::Particle& part, const LHCb::VertexBase& vtx) const override; - std::optional<std::pair<double, double>> calcIP( const LHCb::Particle* part, const LHCb::VertexBase* v) const override; + bool hasOverlap(const LHCb::Particle& taggingCand, const LHCb::Particle& bCand) const override; + const LHCb::VertexBase* bestPV(const LHCb::Particle& bCand, const LHCb::RecVertices& allPVs) const override; + std::optional<LHCb::Vertex> fitVertex( const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const override; private: - ToolHandle<IDistanceCalculator> m_distCalc{this, "DistanceCalculator", "LoKi::DistanceCalculator"}; - + ToolHandle<IDistanceCalculator> m_distCalcTool{this, "DistanceCalculator", "LoKi::DistanceCalculator"}; + ToolHandle<ICheckOverlap> m_overlapTool{this, "OverlapTool", "CheckOverlap"}; + ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OnlineDistanceCalculatorName_"}; + ToolHandle<IVertexFit> m_vertexFitTool{this, "VertexFitter", "LoKi::VertexFitter"}; }; #endif // PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H \ No newline at end of file -- GitLab From c393866a948543770f833e05f7652eefba29b869 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Tue, 23 Feb 2021 10:35:09 +0100 Subject: [PATCH 17/54] clean-up for SSPionTagger code, before redesign --- .../Taggers/SSPion/FunctionalSSPionTagger.cpp | 91 ++++++++----------- .../Taggers/SSPion/FunctionalSSPionTagger.h | 14 ++- Phys/FlavourTagging/src/Utils/TaggingHelper.h | 4 +- 3 files changed, 53 insertions(+), 56 deletions(-) diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp index 7912dc548..5e381df73 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp @@ -11,8 +11,6 @@ #include "FunctionalSSPionTagger.h" -#include "Classifiers/TMVA/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" - #include "src/Utils/TaggingHelperTool.h" #include "src/Utils/TaggingHelper.h" @@ -35,7 +33,8 @@ StatusCode FunctionalSSPionTagger::initialize() { std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particles& bCandidates, const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices) const { - std::vector<LHCb::Tagger> taggerList(bCandidates.size()); + std::vector<LHCb::Tagger> taggerList; + taggerList.reserve(bCandidates.size()); always() << "NEW EVENT " << endmsg; m_BCount += bCandidates.size(); @@ -45,62 +44,53 @@ std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particl return taggerList; // loop over B candidates - int bCounter = -1; for(const auto* bCand : bCandidates){ - bCounter++; - std::optional<const LHCb::Particle*> tagPion; // ask Sascha is this is ok :D??? + + const LHCb::Particle* tagPion = nullptr; + auto& pionTagger = taggerList.emplace_back(); + double bestBDT = -99.0; + Gaudi::LorentzVector b_mom = bCand->momentum(); + // find PV that best fits the B candidate const LHCb::VertexBase* bestPV = m_taggingHelper->bestPV(*bCand, primaryVertices); // loop over tagging pions for(const auto* pi : taggingPions){ + Gaudi::LorentzVector pi_mom = pi->momentum(); + //check that there is no overlap between the B candidate and the tagging pion bool hasOverlap = m_taggingHelper->hasOverlap(*pi, *bCand); if(hasOverlap) continue; - //always() << "OVERLAPTOOL " << hasOverlap << endmsg; - - // exclude tracks too close to the signal - double deltaphi = TaggingHelper::dphi( bCand->momentum().phi(), pi->momentum().phi() ); - deltaphi = fabs(deltaphi); - if ( deltaphi < m_minDistPhi ) continue; - // minIP cut on "pileup" vertices (many more pileup verticies in Run3...)?? - // killer of tagging pions clones ?? + // exclude tracks too close to / far way from the signal + double deltaPhi = TaggingHelper::dphi( bCand->momentum().phi(), pi->momentum().phi() ); + deltaPhi = fabs(deltaPhi); + if ( deltaPhi < m_minDistPhi || deltaPhi > m_maxDistPhi ) continue; - // IP signifcance cut wrt bestPV - std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( *pi, *bestPV); - if ( !ipVals ) continue; - const double ipSig = std::fabs( ipVals.value().first / ipVals.value().second ); - if ( ipSig > m_maxIpSigTagBestPV ) + const double deltaEta = std::fabs( b_mom.Eta() - pi_mom.Eta() ); + if ( deltaEta > m_maxDeltaEta ) continue; - // make new particle with pion mass hypothesis !! - Gaudi::LorentzVector pi_reMom = pi->momentum(); - const double pi_mass = 139.57; // PDG is there an LHCb function with the mass-hypos??? - pi_reMom.SetE( std::sqrt( pi_mass * pi_mass + pi_reMom.P2() ) ); - Gaudi::LorentzVector b_mom = bCand->momentum(); - const double b_mass = b_mom.M();; - // calculate and cut on dQ - const double dQ = ( b_mom + pi_reMom ).M() - b_mass; // NB: missing mp term as in Davide's computation (???) - if ( dQ > m_maxDQB0Repion ) + const double dQ = ( b_mom + pi_mom ).M() - b_mom.M(); // NB: missing mp term as in Davide's computation (???) + if ( dQ > m_maxDQB0Pion ) continue; // cut on the transverse momentum of the B-Pion combination - const double bpi_pT = ( b_mom + pi_reMom ).Pt(); - if ( bpi_pT < m_minPTB0Repion ) + const double bpi_pT = ( b_mom + pi_mom ).Pt(); + if ( bpi_pT < m_minPTB0Pion ) continue; - // some ither cuts - const double dEta = std::fabs( log( tan( b_mom.Theta() / 2. ) / tan( pi_reMom.Theta() / 2. ) ) ); - const double newDphi = std::fabs( TaggingHelper::dphi( b_mom.phi(), pi_reMom.phi() ) ); - const double dR = std::sqrt( dEta * dEta + newDphi * newDphi ); //?? + // minIP cut on "pileup" vertices (many more pileup verticies in Run3...)?? + // killer of tagging pions clones ?? - if ( dEta > m_maxDEtaB0Repion ) - continue; - if ( newDphi > m_maxDPhiB0Repion ) + // IP signifcance cut wrt bestPV + std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( *pi, *bestPV); + if ( !ipVals ) continue; + const double ipSig = std::fabs( ipVals.value().first / ipVals.value().second ); + if ( ipSig > m_maxIpSigTagBestPV ) continue; // fit BCand and pionCand to vertex and cut on chi2/ndof @@ -113,6 +103,9 @@ std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particl continue; always() << "accepted" << endmsg; + + // inputs for the BDT + const double dR = std::sqrt( deltaEta * deltaEta + deltaPhi * deltaPhi ); const LHCb::ProtoParticle* pi_proto = pi->proto(); const double piPIDk = pi_proto->info( LHCb::ProtoParticle::additionalInfo::CombDLLk, -1000.0 ); const LHCb::Track* pi_track = pi_proto->track(); @@ -121,22 +114,21 @@ std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particl // MVA !! std::vector<double> inputVals(13); - inputVals[0] = log( pi_reMom.P() / Gaudi::Units::GeV ); - inputVals[1] = log( pi_reMom.Pt() / Gaudi::Units::GeV ); + inputVals[0] = log( pi_mom.P() / Gaudi::Units::GeV ); + inputVals[1] = log( pi_mom.Pt() / Gaudi::Units::GeV ); inputVals[2] = log( ipSig ); inputVals[3] = piGhostProb; - inputVals[4] = log( newDphi ); + inputVals[4] = log( deltaPhi ); inputVals[5] = dR ; - inputVals[6] = log( dEta ); + inputVals[6] = log( deltaEta ); inputVals[7] = dQ / Gaudi::Units::GeV ; inputVals[8] = log( b_mom.Pt() / Gaudi::Units::GeV ); - inputVals[9] = log( ( b_mom + pi_reMom ).Pt() / Gaudi::Units::GeV ); + inputVals[9] = log( ( b_mom + pi_mom ).Pt() / Gaudi::Units::GeV ); inputVals[10] = piPIDk; inputVals[11] = piTrackChi2; inputVals[12] = bestPV->nDoF(); - std::unique_ptr<ITaggingClassifier> classifier = std::make_unique<SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1>(); - const double BDT = classifier->getClassifierValue( inputVals ); + const double BDT = m_classifier->getClassifierValue( inputVals ); always() << "classifier BDT value " << BDT << endmsg; if ( BDT < bestBDT ) continue; @@ -152,25 +144,22 @@ std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particl continue; } - //what are those??? double pn = 1. - ( m_polP0 + m_polP1 * bestBDT + m_polP2 * bestBDT * bestBDT + m_polP3 * bestBDT * bestBDT * bestBDT ); always() << pn << endmsg; if ( pn < m_minPionProb || pn > 1 ) continue; - int tagdecision = tagPion.value()->charge() > 0 ? 1 : -1; + int tagdecision = tagPion->charge() > 0 ? 1 : -1; if ( bCand->particleID().hasUp() ) tagdecision = -tagdecision; - LHCb::Tagger pionTagger; pionTagger.setDecision( tagdecision ); pionTagger.setOmega( 1 - pn ); pionTagger.setType( taggerType() ); - pionTagger.addToTaggerParts( tagPion.value() ); - pionTagger.setCharge( tagPion.value()->charge() ); + pionTagger.addToTaggerParts( tagPion ); + pionTagger.setCharge( tagPion->charge() ); pionTagger.setMvaValue( bestBDT ); - - taggerList[bCounter] = pionTagger; // ??? compiler does not like this line + m_FTCount+=1; } diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h index 0bb3696d7..babccea6f 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h +++ b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h @@ -20,8 +20,10 @@ #include "Event/Tagger.h" #include "Event/RecVertex.h" +// from FlavourTagging #include "FlavourTagging/ITaggingHelper.h" #include "src/Utils/TaggingHelperTool.h" +#include "Classifiers/TMVA/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" //temp, remove later #include "src/Utils/TypePrinter.h" @@ -46,14 +48,16 @@ public: private: Gaudi::Property<double> m_minDistPhi{this, "MinDistPhi", 0.005, "Tagging particle requirement: Minimum phi distance to B candidate"}; + Gaudi::Property<double> m_maxDistPhi{this, "MaxDistPhi", 1.1, + "Tagging particle requirement: Maximum phi distance to B candidate"}; + Gaudi::Property<double> m_maxDeltaEta{this, "MaxDeltaEta", 1.2, + "Tagging particle requirement: Maximum eta distance to B candidate"}; Gaudi::Property<double> m_maxIpSigTagBestPV{this, "MaxIpSigTagBestPV", 4.0, "Tagging particle requirement: Maximum IP significance wrt to best PV"}; - Gaudi::Property<double> m_maxDQB0Repion{this, "MaxDQB0Repion", 1.2 * Gaudi::Units::GeV, + Gaudi::Property<double> m_maxDQB0Pion{this, "MaxDQB0Pion", 1.2 * Gaudi::Units::GeV, "I don't know what this is"}; - Gaudi::Property<double> m_minPTB0Repion{this, "MaxPTB0Repion", 3.0 * Gaudi::Units::GeV, + Gaudi::Property<double> m_minPTB0Pion{this, "MaxPTB0Pion", 3.0 * Gaudi::Units::GeV, "Maximum transverse momentum of the B0-Pion combination"}; - Gaudi::Property<double> m_maxDEtaB0Repion{this, "MaxDEtaB0RePion", 1.2}; - Gaudi::Property<double> m_maxDPhiB0Repion{this, "MaxDPhiB0RePion", 1.1}; Gaudi::Property<double> m_minChi2B0PionVertex{this, "MinChi2B0PionVertex", 100}; Gaudi::Property<double> m_minPionProb{this, "MinPionProb", 0.5}; @@ -64,6 +68,8 @@ private: ToolHandle<ITaggingHelper> m_taggingHelper{this, "TaggingHelper", "TaggingHelperTool"}; ToolHandle<IVertexFit> m_vertexFitTool{this, "VertexFitter", "LoKi::VertexFitter"}; + std::unique_ptr<ITaggingClassifier> m_classifier = std::make_unique<SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1>(); + double m_polP0 = 0.4523 ; double m_polP1 = -0.117; double m_polP2 = -0.122; diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelper.h b/Phys/FlavourTagging/src/Utils/TaggingHelper.h index 4bcb7b9a4..deaf21228 100644 --- a/Phys/FlavourTagging/src/Utils/TaggingHelper.h +++ b/Phys/FlavourTagging/src/Utils/TaggingHelper.h @@ -1,8 +1,10 @@ +#pragma once + #include <cmath> namespace TaggingHelper{ - double dphi( const double phi1, const double phi2 ) { + inline double dphi( const double phi1, const double phi2 ) { const double c1 = std::cos( phi1 ), s1 = std::sin( phi1 ); const double c2 = std::cos( phi2 ), s2 = std::sin( phi2 ); return std::atan2( c1 * s2 - c2 * s1, c1 * c2 + s1 * s2 ); -- GitLab From a9f45702e2833768028133748d9e30219b57e198 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Mon, 1 Mar 2021 16:25:18 +0100 Subject: [PATCH 18/54] change output type to FlavourTags --- .../Taggers/SSPion/FunctionalSSPionTagger.cpp | 83 +++++++++++-------- .../Taggers/SSPion/FunctionalSSPionTagger.h | 5 +- 2 files changed, 50 insertions(+), 38 deletions(-) diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp index 5e381df73..57304b86d 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp @@ -31,24 +31,32 @@ StatusCode FunctionalSSPionTagger::initialize() { } -std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particles& bCandidates, +LHCb::FlavourTags FunctionalSSPionTagger::operator()(const LHCb::Particles& bCandidates, const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices) const { - std::vector<LHCb::Tagger> taggerList; - taggerList.reserve(bCandidates.size()); - always() << "NEW EVENT " << endmsg; + + LHCb::FlavourTags flavourTags; + for(const auto* bCand : bCandidates){ + LHCb::Tagger tagger; + tagger.setType(taggerType()); + LHCb::FlavourTag* flavourTag = new LHCb::FlavourTag(bCand->key()); + flavourTag->addTagger(tagger); + flavourTag->setTaggedB(bCand); + flavourTag->setDecision( LHCb::FlavourTag::none ); + flavourTags.insert(flavourTag); + } + m_BCount += bCandidates.size(); m_pionCount += taggingPions.size(); always() << bCandidates.size() << " " << taggingPions.size() << " " << primaryVertices.size() << endmsg; if(bCandidates.size() == 0 || taggingPions.size() == 0 || primaryVertices.size() == 0) - return taggerList; - + return flavourTags; + // loop over B candidates for(const auto* bCand : bCandidates){ const LHCb::Particle* tagPion = nullptr; - auto& pionTagger = taggerList.emplace_back(); - + double bestBDT = -99.0; Gaudi::LorentzVector b_mom = bCand->momentum(); @@ -56,45 +64,45 @@ std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particl // find PV that best fits the B candidate const LHCb::VertexBase* bestPV = m_taggingHelper->bestPV(*bCand, primaryVertices); - // loop over tagging pions - for(const auto* pi : taggingPions){ - Gaudi::LorentzVector pi_mom = pi->momentum(); + // loop over tagging particles + for(const auto* tagCand : taggingPions){ + Gaudi::LorentzVector tag_mom = tagCand->momentum(); //check that there is no overlap between the B candidate and the tagging pion - bool hasOverlap = m_taggingHelper->hasOverlap(*pi, *bCand); + bool hasOverlap = m_taggingHelper->hasOverlap(*tagCand, *bCand); if(hasOverlap) continue; // exclude tracks too close to / far way from the signal - double deltaPhi = TaggingHelper::dphi( bCand->momentum().phi(), pi->momentum().phi() ); + double deltaPhi = TaggingHelper::dphi( bCand->momentum().phi(), tagCand->momentum().phi() ); deltaPhi = fabs(deltaPhi); if ( deltaPhi < m_minDistPhi || deltaPhi > m_maxDistPhi ) continue; - const double deltaEta = std::fabs( b_mom.Eta() - pi_mom.Eta() ); + const double deltaEta = std::fabs( b_mom.Eta() - tag_mom.Eta() ); if ( deltaEta > m_maxDeltaEta ) continue; // calculate and cut on dQ - const double dQ = ( b_mom + pi_mom ).M() - b_mom.M(); // NB: missing mp term as in Davide's computation (???) + const double dQ = ( b_mom + tag_mom ).M() - b_mom.M(); // NB: missing mp term as in Davide's computation (???) if ( dQ > m_maxDQB0Pion ) continue; // cut on the transverse momentum of the B-Pion combination - const double bpi_pT = ( b_mom + pi_mom ).Pt(); - if ( bpi_pT < m_minPTB0Pion ) + const double btagCand_pT = ( b_mom + tag_mom ).Pt(); + if ( btagCand_pT < m_minPTB0Pion ) continue; // minIP cut on "pileup" vertices (many more pileup verticies in Run3...)?? // killer of tagging pions clones ?? // IP signifcance cut wrt bestPV - std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( *pi, *bestPV); + std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( *tagCand, *bestPV); if ( !ipVals ) continue; const double ipSig = std::fabs( ipVals.value().first / ipVals.value().second ); if ( ipSig > m_maxIpSigTagBestPV ) continue; // fit BCand and pionCand to vertex and cut on chi2/ndof - std::optional<LHCb::Vertex> pBVtx = m_taggingHelper->fitVertex(*pi, *bCand); + std::optional<LHCb::Vertex> pBVtx = m_taggingHelper->fitVertex(*tagCand, *bCand); if(pBVtx){ if ( pBVtx.value().chi2() / pBVtx.value().nDoF() > m_minChi2B0PionVertex ) continue; @@ -102,39 +110,39 @@ std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particl else continue; - always() << "accepted" << endmsg; + //always() << "accepted" << endmsg; // inputs for the BDT const double dR = std::sqrt( deltaEta * deltaEta + deltaPhi * deltaPhi ); - const LHCb::ProtoParticle* pi_proto = pi->proto(); - const double piPIDk = pi_proto->info( LHCb::ProtoParticle::additionalInfo::CombDLLk, -1000.0 ); - const LHCb::Track* pi_track = pi_proto->track(); - const double piTrackChi2 = pi_track->chi2PerDoF(); - const double piGhostProb = pi_track->ghostProbability(); + const LHCb::ProtoParticle* tag_proto = tagCand->proto(); + const double tagPIDk = tag_proto->info( LHCb::ProtoParticle::additionalInfo::CombDLLk, -1000.0 ); + const LHCb::Track* tag_track = tag_proto->track(); + const double tagTrackChi2 = tag_track->chi2PerDoF(); + const double tagGhostProb = tag_track->ghostProbability(); // MVA !! std::vector<double> inputVals(13); - inputVals[0] = log( pi_mom.P() / Gaudi::Units::GeV ); - inputVals[1] = log( pi_mom.Pt() / Gaudi::Units::GeV ); + inputVals[0] = log( tag_mom.P() / Gaudi::Units::GeV ); + inputVals[1] = log( tag_mom.Pt() / Gaudi::Units::GeV ); inputVals[2] = log( ipSig ); - inputVals[3] = piGhostProb; + inputVals[3] = tagGhostProb; inputVals[4] = log( deltaPhi ); inputVals[5] = dR ; inputVals[6] = log( deltaEta ); inputVals[7] = dQ / Gaudi::Units::GeV ; inputVals[8] = log( b_mom.Pt() / Gaudi::Units::GeV ); - inputVals[9] = log( ( b_mom + pi_mom ).Pt() / Gaudi::Units::GeV ); - inputVals[10] = piPIDk; - inputVals[11] = piTrackChi2; + inputVals[9] = log( ( b_mom + tag_mom ).Pt() / Gaudi::Units::GeV ); + inputVals[10] = tagPIDk; + inputVals[11] = tagTrackChi2; inputVals[12] = bestPV->nDoF(); const double BDT = m_classifier->getClassifierValue( inputVals ); - always() << "classifier BDT value " << BDT << endmsg; + //always() << "classifier BDT value " << BDT << endmsg; if ( BDT < bestBDT ) continue; always() << bestBDT << " " << BDT << endmsg; - tagPion = pi; + tagPion = tagCand; bestBDT = BDT; } //always() << "end of event" << endmsg; @@ -153,15 +161,18 @@ std::vector<LHCb::Tagger> FunctionalSSPionTagger::operator()(const LHCb::Particl int tagdecision = tagPion->charge() > 0 ? 1 : -1; if ( bCand->particleID().hasUp() ) tagdecision = -tagdecision; + auto* flavourTag = flavourTags(bCand->key()); + LHCb::Tagger pionTagger; pionTagger.setDecision( tagdecision ); pionTagger.setOmega( 1 - pn ); pionTagger.setType( taggerType() ); pionTagger.addToTaggerParts( tagPion ); pionTagger.setCharge( tagPion->charge() ); pionTagger.setMvaValue( bestBDT ); - + flavourTag->setTaggers(std::vector<LHCb::Tagger>{pionTagger}); + m_FTCount+=1; } - - return taggerList; + + return flavourTags; } \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h index babccea6f..d9ac41dc6 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h +++ b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h @@ -30,7 +30,8 @@ class FunctionalSSPionTagger : - public Gaudi::Functional::Transformer<std::vector<LHCb::Tagger>(const LHCb::Particles&, const LHCb::Particle::Range&, const LHCb::RecVertices& )>{ + //public Gaudi::Functional::Transformer<std::vector<LHCb::Tagger>(const LHCb::Particles&, const LHCb::Particle::Range&, const LHCb::RecVertices& )>{ + public Gaudi::Functional::Transformer<LHCb::FlavourTags(const LHCb::Particles&, const LHCb::Particle::Range&, const LHCb::RecVertices& )>{ public: /// Standard constructor FunctionalSSPionTagger( const std::string& name, ISvcLocator* pSvcLocator ) @@ -41,7 +42,7 @@ public: StatusCode initialize() override; ///< initialization - std::vector<LHCb::Tagger> operator()(const LHCb::Particles& bCandidates,const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices ) const override; + LHCb::FlavourTags operator()(const LHCb::Particles& bCandidates,const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices ) const override; LHCb::Tagger::TaggerType taggerType() const { return LHCb::Tagger::TaggerType::SS_PionBDT; } -- GitLab From 8feb746dbeab77cfa60fd5ad0eb97c679421251d Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Thu, 4 Mar 2021 11:08:08 +0100 Subject: [PATCH 19/54] make new dir for the functional flavourtagging --- .../FlavourTagging/ITaggingHelper.h | 37 ---- .../Taggers/SSPion/FunctionalSSPionTagger.cpp | 178 ------------------ .../Taggers/SSPion/FunctionalSSPionTagger.h | 78 -------- Phys/FlavourTagging/src/Utils/TaggingHelper.h | 12 -- .../src/Utils/TaggingHelperTool.cpp | 61 ------ .../src/Utils/TaggingHelperTool.h | 49 ----- 6 files changed, 415 deletions(-) delete mode 100644 Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h delete mode 100644 Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp delete mode 100644 Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h delete mode 100644 Phys/FlavourTagging/src/Utils/TaggingHelper.h delete mode 100644 Phys/FlavourTagging/src/Utils/TaggingHelperTool.cpp delete mode 100644 Phys/FlavourTagging/src/Utils/TaggingHelperTool.h diff --git a/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h b/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h deleted file mode 100644 index cf79990e7..000000000 --- a/Phys/FlavourTagging/FlavourTagging/ITaggingHelper.h +++ /dev/null @@ -1,37 +0,0 @@ -/*****************************************************************************\ -* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * -* * -* This software is distributed under the terms of the GNU General Public * -* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * -* * -* In applying this licence, CERN does not waive the privileges and immunities * -* granted to it by virtue of its status as an Intergovernmental Organization * -* or submit itself to any jurisdiction. * -\*****************************************************************************/ -#ifndef PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPER_H -#define PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPER_H 1 - -#include "GaudiKernel/IAlgTool.h" - -// from Event -#include "Event/Particle.h" -#include "Event/RecVertex.h" - -class ITaggingHelper : virtual public IAlgTool { - - DeclareInterfaceID( ITaggingHelper, 3, 0 ); - - public: - - virtual std::optional<std::pair<double, double>> calcIP( const LHCb::Particle&, const LHCb::VertexBase&) const = 0; - - virtual bool hasOverlap(const LHCb::Particle&, const LHCb::Particle&) const = 0; - - virtual const LHCb::VertexBase* bestPV(const LHCb::Particle&, const LHCb::RecVertices&) const = 0; - - virtual std::optional<LHCb::Vertex> fitVertex( const LHCb::Particle&, const LHCb::Particle&) const = 0; - - -}; - -#endif // PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPER_H diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp deleted file mode 100644 index 57304b86d..000000000 --- a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.cpp +++ /dev/null @@ -1,178 +0,0 @@ -/*****************************************************************************\ -* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * -* * -* This software is distributed under the terms of the GNU General Public * -* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * -* * -* In applying this licence, CERN does not waive the privileges and immunities * -* granted to it by virtue of its status as an Intergovernmental Organization * -* or submit itself to any jurisdiction. * -\*****************************************************************************/ - -#include "FunctionalSSPionTagger.h" - -#include "src/Utils/TaggingHelperTool.h" -#include "src/Utils/TaggingHelper.h" - -#include <typeinfo> - -// Declaration of the Algorithm Factory -DECLARE_COMPONENT( FunctionalSSPionTagger ) - -StatusCode FunctionalSSPionTagger::initialize() { - error() << "FunctionalSSPionTagger::initialize()" << endmsg; - const StatusCode sc = Transformer::initialize(); - if ( sc.isFailure() ) return sc; - - m_taggingHelper.retrieve().ignore(); - m_vertexFitTool.retrieve().ignore(); - - return sc; -} - - -LHCb::FlavourTags FunctionalSSPionTagger::operator()(const LHCb::Particles& bCandidates, - const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices) const { - always() << "NEW EVENT " << endmsg; - - LHCb::FlavourTags flavourTags; - for(const auto* bCand : bCandidates){ - LHCb::Tagger tagger; - tagger.setType(taggerType()); - LHCb::FlavourTag* flavourTag = new LHCb::FlavourTag(bCand->key()); - flavourTag->addTagger(tagger); - flavourTag->setTaggedB(bCand); - flavourTag->setDecision( LHCb::FlavourTag::none ); - flavourTags.insert(flavourTag); - } - - m_BCount += bCandidates.size(); - m_pionCount += taggingPions.size(); - always() << bCandidates.size() << " " << taggingPions.size() << " " << primaryVertices.size() << endmsg; - if(bCandidates.size() == 0 || taggingPions.size() == 0 || primaryVertices.size() == 0) - return flavourTags; - - // loop over B candidates - for(const auto* bCand : bCandidates){ - - const LHCb::Particle* tagPion = nullptr; - - double bestBDT = -99.0; - - Gaudi::LorentzVector b_mom = bCand->momentum(); - - // find PV that best fits the B candidate - const LHCb::VertexBase* bestPV = m_taggingHelper->bestPV(*bCand, primaryVertices); - - // loop over tagging particles - for(const auto* tagCand : taggingPions){ - Gaudi::LorentzVector tag_mom = tagCand->momentum(); - - //check that there is no overlap between the B candidate and the tagging pion - bool hasOverlap = m_taggingHelper->hasOverlap(*tagCand, *bCand); - if(hasOverlap) continue; - - // exclude tracks too close to / far way from the signal - double deltaPhi = TaggingHelper::dphi( bCand->momentum().phi(), tagCand->momentum().phi() ); - deltaPhi = fabs(deltaPhi); - if ( deltaPhi < m_minDistPhi || deltaPhi > m_maxDistPhi ) continue; - - const double deltaEta = std::fabs( b_mom.Eta() - tag_mom.Eta() ); - if ( deltaEta > m_maxDeltaEta ) - continue; - - // calculate and cut on dQ - const double dQ = ( b_mom + tag_mom ).M() - b_mom.M(); // NB: missing mp term as in Davide's computation (???) - if ( dQ > m_maxDQB0Pion ) - continue; - - // cut on the transverse momentum of the B-Pion combination - const double btagCand_pT = ( b_mom + tag_mom ).Pt(); - if ( btagCand_pT < m_minPTB0Pion ) - continue; - - // minIP cut on "pileup" vertices (many more pileup verticies in Run3...)?? - // killer of tagging pions clones ?? - - // IP signifcance cut wrt bestPV - std::optional<std::pair<double, double>> ipVals = m_taggingHelper->calcIP( *tagCand, *bestPV); - if ( !ipVals ) continue; - const double ipSig = std::fabs( ipVals.value().first / ipVals.value().second ); - if ( ipSig > m_maxIpSigTagBestPV ) - continue; - - // fit BCand and pionCand to vertex and cut on chi2/ndof - std::optional<LHCb::Vertex> pBVtx = m_taggingHelper->fitVertex(*tagCand, *bCand); - if(pBVtx){ - if ( pBVtx.value().chi2() / pBVtx.value().nDoF() > m_minChi2B0PionVertex ) - continue; - } - else - continue; - - //always() << "accepted" << endmsg; - - // inputs for the BDT - const double dR = std::sqrt( deltaEta * deltaEta + deltaPhi * deltaPhi ); - const LHCb::ProtoParticle* tag_proto = tagCand->proto(); - const double tagPIDk = tag_proto->info( LHCb::ProtoParticle::additionalInfo::CombDLLk, -1000.0 ); - const LHCb::Track* tag_track = tag_proto->track(); - const double tagTrackChi2 = tag_track->chi2PerDoF(); - const double tagGhostProb = tag_track->ghostProbability(); - - // MVA !! - std::vector<double> inputVals(13); - inputVals[0] = log( tag_mom.P() / Gaudi::Units::GeV ); - inputVals[1] = log( tag_mom.Pt() / Gaudi::Units::GeV ); - inputVals[2] = log( ipSig ); - inputVals[3] = tagGhostProb; - inputVals[4] = log( deltaPhi ); - inputVals[5] = dR ; - inputVals[6] = log( deltaEta ); - inputVals[7] = dQ / Gaudi::Units::GeV ; - inputVals[8] = log( b_mom.Pt() / Gaudi::Units::GeV ); - inputVals[9] = log( ( b_mom + tag_mom ).Pt() / Gaudi::Units::GeV ); - inputVals[10] = tagPIDk; - inputVals[11] = tagTrackChi2; - inputVals[12] = bestPV->nDoF(); - - const double BDT = m_classifier->getClassifierValue( inputVals ); - //always() << "classifier BDT value " << BDT << endmsg; - - if ( BDT < bestBDT ) continue; - - always() << bestBDT << " " << BDT << endmsg; - tagPion = tagCand; - bestBDT = BDT; - } - //always() << "end of event" << endmsg; - - if ( !tagPion ){ - always() << "no tagpion " << bestBDT << endmsg; - continue; - } - - double pn = 1. - ( m_polP0 + m_polP1 * bestBDT + m_polP2 * bestBDT * bestBDT + m_polP3 * bestBDT * bestBDT * bestBDT ); - always() << pn << endmsg; - - if ( pn < m_minPionProb || pn > 1 ) - continue; - - int tagdecision = tagPion->charge() > 0 ? 1 : -1; - if ( bCand->particleID().hasUp() ) tagdecision = -tagdecision; - - auto* flavourTag = flavourTags(bCand->key()); - LHCb::Tagger pionTagger; - pionTagger.setDecision( tagdecision ); - pionTagger.setOmega( 1 - pn ); - pionTagger.setType( taggerType() ); - pionTagger.addToTaggerParts( tagPion ); - pionTagger.setCharge( tagPion->charge() ); - pionTagger.setMvaValue( bestBDT ); - flavourTag->setTaggers(std::vector<LHCb::Tagger>{pionTagger}); - - m_FTCount+=1; - } - - return flavourTags; -} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h b/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h deleted file mode 100644 index d9ac41dc6..000000000 --- a/Phys/FlavourTagging/src/Taggers/SSPion/FunctionalSSPionTagger.h +++ /dev/null @@ -1,78 +0,0 @@ -/*****************************************************************************\ -* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * -* * -* This software is distributed under the terms of the GNU General Public * -* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * -* * -* In applying this licence, CERN does not waive the privileges and immunities * -* granted to it by virtue of its status as an Intergovernmental Organization * -* or submit itself to any jurisdiction. * -\*****************************************************************************/ -#pragma once - -// from Gaudi -#include "GaudiAlg/Transformer.h" -#include "GaudiKernel/ToolHandle.h" - -// from Event -#include "Event/FlavourTag.h" -#include "Event/Particle.h" -#include "Event/Tagger.h" -#include "Event/RecVertex.h" - -// from FlavourTagging -#include "FlavourTagging/ITaggingHelper.h" -#include "src/Utils/TaggingHelperTool.h" -#include "Classifiers/TMVA/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" - -//temp, remove later -#include "src/Utils/TypePrinter.h" - - -class FunctionalSSPionTagger : - //public Gaudi::Functional::Transformer<std::vector<LHCb::Tagger>(const LHCb::Particles&, const LHCb::Particle::Range&, const LHCb::RecVertices& )>{ - public Gaudi::Functional::Transformer<LHCb::FlavourTags(const LHCb::Particles&, const LHCb::Particle::Range&, const LHCb::RecVertices& )>{ -public: - /// Standard constructor - FunctionalSSPionTagger( const std::string& name, ISvcLocator* pSvcLocator ) - : Transformer( - name, pSvcLocator, - {KeyValue{"BCandidates", ""}, KeyValue{"TaggingPions", ""}, KeyValue{"PrimaryVertices", ""}}, - KeyValue{"OutputFlavourTags", ""} ) {} - - StatusCode initialize() override; ///< initialization - - LHCb::FlavourTags operator()(const LHCb::Particles& bCandidates,const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices ) const override; - - LHCb::Tagger::TaggerType taggerType() const { return LHCb::Tagger::TaggerType::SS_PionBDT; } - -private: - Gaudi::Property<double> m_minDistPhi{this, "MinDistPhi", 0.005, - "Tagging particle requirement: Minimum phi distance to B candidate"}; - Gaudi::Property<double> m_maxDistPhi{this, "MaxDistPhi", 1.1, - "Tagging particle requirement: Maximum phi distance to B candidate"}; - Gaudi::Property<double> m_maxDeltaEta{this, "MaxDeltaEta", 1.2, - "Tagging particle requirement: Maximum eta distance to B candidate"}; - Gaudi::Property<double> m_maxIpSigTagBestPV{this, "MaxIpSigTagBestPV", 4.0, - "Tagging particle requirement: Maximum IP significance wrt to best PV"}; - Gaudi::Property<double> m_maxDQB0Pion{this, "MaxDQB0Pion", 1.2 * Gaudi::Units::GeV, - "I don't know what this is"}; - Gaudi::Property<double> m_minPTB0Pion{this, "MaxPTB0Pion", 3.0 * Gaudi::Units::GeV, - "Maximum transverse momentum of the B0-Pion combination"}; - Gaudi::Property<double> m_minChi2B0PionVertex{this, "MinChi2B0PionVertex", 100}; - Gaudi::Property<double> m_minPionProb{this, "MinPionProb", 0.5}; - - mutable Gaudi::Accumulators::SummingCounter<> m_BCount{this, "#BCandidates"}; - mutable Gaudi::Accumulators::SummingCounter<> m_pionCount{this, "#taggingPions"}; - mutable Gaudi::Accumulators::SummingCounter<> m_FTCount{this, "#goodFlavourTags"}; - - ToolHandle<ITaggingHelper> m_taggingHelper{this, "TaggingHelper", "TaggingHelperTool"}; - ToolHandle<IVertexFit> m_vertexFitTool{this, "VertexFitter", "LoKi::VertexFitter"}; - - std::unique_ptr<ITaggingClassifier> m_classifier = std::make_unique<SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1>(); - - double m_polP0 = 0.4523 ; - double m_polP1 = -0.117; - double m_polP2 = -0.122; - double m_polP3 = -0.081; -}; diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelper.h b/Phys/FlavourTagging/src/Utils/TaggingHelper.h deleted file mode 100644 index deaf21228..000000000 --- a/Phys/FlavourTagging/src/Utils/TaggingHelper.h +++ /dev/null @@ -1,12 +0,0 @@ -#pragma once - -#include <cmath> - -namespace TaggingHelper{ - - inline double dphi( const double phi1, const double phi2 ) { - const double c1 = std::cos( phi1 ), s1 = std::sin( phi1 ); - const double c2 = std::cos( phi2 ), s2 = std::sin( phi2 ); - return std::atan2( c1 * s2 - c2 * s1, c1 * c2 + s1 * s2 ); - } -} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelperTool.cpp b/Phys/FlavourTagging/src/Utils/TaggingHelperTool.cpp deleted file mode 100644 index 851370c05..000000000 --- a/Phys/FlavourTagging/src/Utils/TaggingHelperTool.cpp +++ /dev/null @@ -1,61 +0,0 @@ -/*****************************************************************************\ -* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * -* * -* This software is distributed under the terms of the GNU General Public * -* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * -* * -* In applying this licence, CERN does not waive the privileges and immunities * -* granted to it by virtue of its status as an Intergovernmental Organization * -* or submit itself to any jurisdiction. * -\*****************************************************************************/ -#include "TaggingHelperTool.h" - -#include <cmath> - -// Declaration of the Algorithm Factory -DECLARE_COMPONENT( TaggingHelperTool ) - - StatusCode TaggingHelperTool::initialize() { - StatusCode sc = GaudiTool::initialize(); - - m_distCalcTool.retrieve().ignore(); - m_overlapTool.retrieve().ignore(); - m_relatedPVTool.retrieve().ignore(); - m_vertexFitTool.retrieve().ignore(); - - return sc; - } - - std::optional<std::pair<double, double>> TaggingHelperTool::calcIP( const LHCb::Particle& part, const LHCb::VertexBase& vtx) const { - double ip = -100.0; - double iperr = 0.0; - int zsign = 0; - double ipC = 0, ipChi2 = 0; - StatusCode sc1 = m_distCalcTool->distance( &part, &vtx, ipC, ipChi2 ); - Gaudi::XYZVector ipV; - StatusCode sc2 = m_distCalcTool->distance( &part, &vtx, ipV ); - if ( sc1 && ipChi2 != 0 ) { - if ( sc2 ) zsign = ipV.z() > 0 ? 1 : -1; - ip = ipC * zsign; // IP with sign - iperr = ipC / std::sqrt( ipChi2 ); - return std::make_pair(ip, iperr); - } - return std::nullopt; - } - - bool TaggingHelperTool::hasOverlap(const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const{ - return m_overlapTool->foundOverlap(&tagCand, &bCand); - } - -const LHCb::VertexBase* TaggingHelperTool::bestPV(const LHCb::Particle& bCand, const LHCb::RecVertices& allPVs) const{ - return m_relatedPVTool->relatedPV(&bCand, allPVs); -} - -std::optional<LHCb::Vertex> TaggingHelperTool::fitVertex( const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const{ - LHCb::Vertex vtx; - StatusCode sc = m_vertexFitTool->fit( vtx, tagCand, bCand ); - if(sc.isFailure()) - return std::nullopt; - else - return vtx; -} \ No newline at end of file diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelperTool.h b/Phys/FlavourTagging/src/Utils/TaggingHelperTool.h deleted file mode 100644 index ee3b1dd8a..000000000 --- a/Phys/FlavourTagging/src/Utils/TaggingHelperTool.h +++ /dev/null @@ -1,49 +0,0 @@ -/*****************************************************************************\ -* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * -* * -* This software is distributed under the terms of the GNU General Public * -* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * -* * -* In applying this licence, CERN does not waive the privileges and immunities * -* granted to it by virtue of its status as an Intergovernmental Organization * -* or submit itself to any jurisdiction. * -\*****************************************************************************/ -#ifndef PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H -#define PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H 1 - -// from Gaudi -#include "GaudiAlg/GaudiTool.h" - -#include "Kernel/IDistanceCalculator.h" -#include "Kernel/ICheckOverlap.h" -#include "Kernel/IRelatedPVFinder.h" -#include "Kernel/IVertexFit.h" - -// from FlavourTagging -#include "FlavourTagging/ITaggingHelper.h" - -class TaggingHelperTool : public GaudiTool, virtual public ITaggingHelper { - -public: - /// Standard constructor - TaggingHelperTool( const std::string& type, const std::string& name, const IInterface* parent ) : - GaudiTool( type, name, parent ){}; - - virtual ~TaggingHelperTool() = default; - StatusCode initialize() override; - - std::optional<std::pair<double, double>> calcIP( const LHCb::Particle& part, const LHCb::VertexBase& vtx) const override; - - bool hasOverlap(const LHCb::Particle& taggingCand, const LHCb::Particle& bCand) const override; - const LHCb::VertexBase* bestPV(const LHCb::Particle& bCand, const LHCb::RecVertices& allPVs) const override; - std::optional<LHCb::Vertex> fitVertex( const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const override; - -private: - - ToolHandle<IDistanceCalculator> m_distCalcTool{this, "DistanceCalculator", "LoKi::DistanceCalculator"}; - ToolHandle<ICheckOverlap> m_overlapTool{this, "OverlapTool", "CheckOverlap"}; - ToolHandle<IRelatedPVFinder> m_relatedPVTool{this, "RelatedPVFinder", "GenericParticle2PVRelator__p2PVWithIPChi2_OnlineDistanceCalculatorName_"}; - ToolHandle<IVertexFit> m_vertexFitTool{this, "VertexFitter", "LoKi::VertexFitter"}; -}; - -#endif // PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H \ No newline at end of file -- GitLab From 4895d7030c882948e3808a583be40d64b0b90ff2 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Mon, 29 Mar 2021 13:00:55 +0200 Subject: [PATCH 20/54] something --- Phys/DaVinciMCKernel/src/Lib/Particle2MCAssociatorBase.cpp | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/Phys/DaVinciMCKernel/src/Lib/Particle2MCAssociatorBase.cpp b/Phys/DaVinciMCKernel/src/Lib/Particle2MCAssociatorBase.cpp index f2eaa1466..3e0cb9888 100644 --- a/Phys/DaVinciMCKernel/src/Lib/Particle2MCAssociatorBase.cpp +++ b/Phys/DaVinciMCKernel/src/Lib/Particle2MCAssociatorBase.cpp @@ -24,7 +24,8 @@ //============================================================================= Particle2MCAssociatorBase::Particle2MCAssociatorBase( const std::string& type, const std::string& name, const IInterface* parent ) - : base_class( type, name, parent ), m_defMCLoc( LHCb::MCParticleLocation::Default ) { + : base_class( type, name, parent ), m_defMCLoc( LHCb::MCParticleLocation::Default ) { + declareProperty( "MCParticleDefaultLocation", m_defMCLoc ); } -- GitLab From 8f820cf135415eb7d60ecc1d8592bf2b83bff1a3 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Wed, 19 May 2021 11:11:04 +0200 Subject: [PATCH 21/54] update for rebase --- Phys/FlavourTagging/src/BTaggingTool.cpp | 2 ++ Phys/FlavourTagging/src/Utils/TaggingHelpers.h | 2 +- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/Phys/FlavourTagging/src/BTaggingTool.cpp b/Phys/FlavourTagging/src/BTaggingTool.cpp index f330128ff..5441ab680 100644 --- a/Phys/FlavourTagging/src/BTaggingTool.cpp +++ b/Phys/FlavourTagging/src/BTaggingTool.cpp @@ -429,9 +429,11 @@ const Particle::ConstVector BTaggingTool::chooseCandidates( const Particle* sigP using TaggingHelpers::toString; SameTrackStatus isSame = TaggingHelpers::DifferentParticles; clones.clear(); + //always() << "Check new pion for clones " << endmsg; BOOST_FOREACH ( const LHCb::Particle* q, tagParts ) { isSame = isSameTrack( *p, *q ); if ( !isSame ) continue; + always() << "clone category " << isSame << endmsg; // only skip all the rest if actually same track if ( isSame >= TaggingHelpers::SameTrack ) break; // otherwise, we may need some form of clone killing, because tracks diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelpers.h b/Phys/FlavourTagging/src/Utils/TaggingHelpers.h index c64c2c202..4d9b58ce2 100644 --- a/Phys/FlavourTagging/src/Utils/TaggingHelpers.h +++ b/Phys/FlavourTagging/src/Utils/TaggingHelpers.h @@ -150,7 +150,7 @@ namespace TaggingHelpers { */ SameTrackStatus isSameTrack( const LHCb::Particle& p1, const LHCb::Particle& p2, const double dEta = 0.1, const double dPhi = 0.1, const double sigmaP = 3., const double dppErr = -1., - const double minSharedHitFraction = 0.7, + const double eHitFraction = 0.7, const double cosConvertedGammaAngle = 0.999999 ); template <typename A, typename B> -- GitLab From d69ab77fdf05425db8b05ae3d51f870298b3617e Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Tue, 1 Jun 2021 13:00:49 +0200 Subject: [PATCH 22/54] work on SSKaon tagger and input weights for SSProton Tagger --- ..._BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C | 8070 +++++++++++ ...G_BsBsb_6vars_BDTGselTCut_0.72.weights.xml | 11493 ++++++++++++++++ 2 files changed, 19563 insertions(+) create mode 100644 Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C create mode 100644 Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.weights.xml diff --git a/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C b/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C new file mode 100644 index 000000000..4ca20fa56 --- /dev/null +++ b/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C @@ -0,0 +1,8070 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +// Class: ReadBDTG_BsBsb_6vars_BDTGselTCut_072 +// Automatically generated by MethodBase::MakeClass +// + +/* configuration options ===================================================== + +#GEN -*-*-*-*-*-*-*-*-*-*-*- general info -*-*-*-*-*-*-*-*-*-*-*- + +Method : BDT::BDTG_BsBsb_6vars_BDTGselTCut_072 +TMVA Release : 4.2.1 [262657] +ROOT Release : 6.06/02 [394754] +Creator : sakar +Date : Thu Jun 1 14:48:33 2017 +Host : Linux lcgapp-slc6-physical1.cern.ch 2.6.32-573.8.1.el6.x86_64 #1 SMP Wed Nov 11 15:27:45 CET 2015 +x86_64 x86_64 x86_64 GNU/Linux Dir : /afs/cern.ch/user/s/sakar/Analysis/FlavourTagging/FT-SSKdev Training +events: 100000 Analysis type : [Classification] + + +#OPT -*-*-*-*-*-*-*-*-*-*-*-*- options -*-*-*-*-*-*-*-*-*-*-*-*- + +# Set by User: +V: "False" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)] +H: "False" [Print method-specific help message] +NTrees: "1000" [Number of trees in the forest] +MaxDepth: "2" [Max depth of the decision tree allowed] +MinNodeSize: "2.5%" [Minimum percentage of training events required in a leaf node (default: Classification: 5%, +Regression: 0.2%)] nCuts: "20" [Number of grid points in variable range used in finding optimal cut in node splitting] +BoostType: "Grad" [Boosting type for the trees in the forest (note: AdaCost is still experimental)] +UseBaggedBoost: "True" [Use only a random subsample of all events for growing the trees in each boost iteration.] +Shrinkage: "1.000000e-01" [Learning rate for GradBoost algorithm] +BaggedSampleFraction: "5.000000e-01" [Relative size of bagged event sample to original size of the data sample (used +whenever bagging is used (i.e. UseBaggedBoost, Bagging,)] # Default: VerbosityLevel: "Default" [Verbosity level] +VarTransform: "None" [List of variable transformations performed before training, e.g., +"D_Background,P_Signal,G,N_AllClasses" for: "Decorrelation, PCA-transformation, Gaussianisation, Normalisation, each for +the given class of events ('AllClasses' denotes all events of all classes, if no class indication is given, 'All' is +assumed)"] CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)] +IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for +testing and performance evaluation)] AdaBoostR2Loss: "quadratic" [Type of Loss function in AdaBoostR2] AdaBoostBeta: +"5.000000e-01" [Learning rate for AdaBoost algorithm] UseRandomisedTrees: "False" [Determine at each node splitting the +cut variable only as the best out of a random subset of variables (like in RandomForests)] UseNvars: "3" [Size of the +subset of variables used with RandomisedTree option] UsePoissonNvars: "True" [Interpret "UseNvars" not as fixed number +but as mean of a Possion distribution in each split with RandomisedTree option] UseYesNoLeaf: "True" [Use Sig or Bkg +categories, or the purity=S/(S+B) as classification of the leaf node -> Real-AdaBoost] NegWeightTreatment: +"ignorenegweightsintraining" [How to treat events with negative weights in the BDT training (particular the boosting) : +IgnoreInTraining; Boost With inverse boostweight; Pair events with negative and positive weights in traning sample and +*annihilate* them (experimental!)] Css: "1.000000e+00" [AdaCost: cost of true signal selected signal] Cts_sb: +"1.000000e+00" [AdaCost: cost of true signal selected bkg] Ctb_ss: "1.000000e+00" [AdaCost: cost of true bkg selected +signal] Cbb: "1.000000e+00" [AdaCost: cost of true bkg selected bkg ] NodePurityLimit: "5.000000e-01" [In +boosting/pruning, nodes with purity > NodePurityLimit are signal; background otherwise.] SeparationType: "giniindex" +[Separation criterion for node splitting] DoBoostMonitor: "False" [Create control plot with ROC integral vs tree number] +UseFisherCuts: "False" [Use multivariate splits using the Fisher criterion] +MinLinCorrForFisher: "8.000000e-01" [The minimum linear correlation between two variables demanded for use in Fisher +criterion in node splitting] UseExclusiveVars: "False" [Variables already used in fisher criterion are not anymore +analysed individually for node splitting] DoPreselection: "False" [and and apply automatic pre-selection for 100% +efficient signal (bkg) cuts prior to training] SigToBkgFraction: "1.000000e+00" [Sig to Bkg ratio used in Training +(similar to NodePurityLimit, which cannot be used in real adaboost] PruneMethod: "nopruning" [Note: for BDTs use small +trees (e.g.MaxDepth=3) and NoPruning: Pruning: Method used for pruning (removal) of statistically insignificant +branches ] PruneStrength: "0.000000e+00" [Pruning strength] PruningValFraction: "5.000000e-01" [Fraction of events to +use for optimizing automatic pruning.] nEventsMin: "0" [deprecated: Use MinNodeSize (in % of training events) instead] +UseBaggedGrad: "False" [deprecated: Use *UseBaggedBoost* instead: Use only a random subsample of all events for growing +the trees in each iteration.] GradBaggingFraction: "5.000000e-01" [deprecated: Use *BaggedSampleFraction* instead: +Defines the fraction of events to be used in each iteration, e.g. when UseBaggedGrad=kTRUE. ] UseNTrainEvents: "0" +[deprecated: Use *BaggedSampleFraction* instead: Number of randomly picked training events used in randomised (and +bagged) trees] NNodesMax: "0" [deprecated: Use MaxDepth instead to limit the tree size] +## + + +#VAR -*-*-*-*-*-*-*-*-*-*-*-* variables *-*-*-*-*-*-*-*-*-*-*-*- + +NVar 6 +log(B_PT) ptB ptB log momentum of the B GeV 'D' +[5.81567382812,11.3906908035] nTracks_presel_BDTGcut ntracks ntracks number of tagging +tracks 'I' [1,11] nPV npv npv number of primary +vertexes 'I' [1,7] (Tr_Charge*Tr_BDTG_selBestTracks_14vars) QxBDT_1 QxBDT_1 +Charge times BDT best track 'F' +[-0.990905165672,0.991657495499] (Tr_Charge_2nd*Tr_BDTG_selBestTracks_14vars_2nd) QxBDT_2nd QxBDT_2nd Charge times BDT +2nd best track 'F' +[-0.986771941185,0.986282944679] (Tr_Charge_3rd*Tr_BDTG_selBestTracks_14vars_3rd) QxBDT_3rd QxBDT_3rd Charge times BDT +3rd best track 'F' +[-0.969503164291,0.978638589382] NSpec 0 + + +============================================================================ */ + +#include <cmath> +#include <iostream> +#include <string> +#include <vector> + +#define NNBsBsb new BDTG_BsBsb_6vars_BDTGselTCut_072Node + +#ifndef BDTG_BsBsb_6vars_BDTGselTCut_072Node__def +# define BDTG_BsBsb_6vars_BDTGselTCut_072Node__def + +class BDTG_BsBsb_6vars_BDTGselTCut_072Node { + +public: + // constructor of an essentially "empty" node floating in space + BDTG_BsBsb_6vars_BDTGselTCut_072Node( BDTG_BsBsb_6vars_BDTGselTCut_072Node* left, + BDTG_BsBsb_6vars_BDTGselTCut_072Node* right, int selector, double cutValue, + bool cutType, int nodeType, double purity, double response ) + : fLeft( left ) + , fRight( right ) + , fSelector( selector ) + , fCutValue( cutValue ) + , fCutType( cutType ) + , fNodeType( nodeType ) + , fPurity( purity ) + , fResponse( response ) {} + + virtual ~BDTG_BsBsb_6vars_BDTGselTCut_072Node(); + + // test event if it decends the tree at this node to the right + virtual bool GoesRight( const std::vector<double>& inputValues ) const; + BDTG_BsBsb_6vars_BDTGselTCut_072Node* GetRight( void ) { return fRight; }; + + // test event if it decends the tree at this node to the left + virtual bool GoesLeft( const std::vector<double>& inputValues ) const; + BDTG_BsBsb_6vars_BDTGselTCut_072Node* GetLeft( void ) { return fLeft; }; + + // return S/(S+B) (purity) at this node (from training) + + double GetPurity( void ) const { return fPurity; } + // return the node type + int GetNodeType( void ) const { return fNodeType; } + double GetResponse( void ) const { return fResponse; } + +private: + BDTG_BsBsb_6vars_BDTGselTCut_072Node* fLeft; // pointer to the left daughter node + BDTG_BsBsb_6vars_BDTGselTCut_072Node* fRight; // pointer to the right daughter node + int fSelector; // index of variable used in node selection (decision tree) + double fCutValue; // cut value appplied on this node to discriminate bkg against sig + bool fCutType; // true: if event variable > cutValue ==> signal , false otherwise + int fNodeType; // Type of node: -1 == Bkg-leaf, 1 == Signal-leaf, 0 = internal + double fPurity; // Purity of node from training + double fResponse; // Regression response value of node +}; + +//_______________________________________________________________________ +BDTG_BsBsb_6vars_BDTGselTCut_072Node::~BDTG_BsBsb_6vars_BDTGselTCut_072Node() { + if ( fLeft != NULL ) delete fLeft; + if ( fRight != NULL ) delete fRight; +} + +//_______________________________________________________________________ +bool BDTG_BsBsb_6vars_BDTGselTCut_072Node::GoesRight( const std::vector<double>& inputValues ) const { + // test event if it decends the tree at this node to the right + bool result; + result = ( inputValues[fSelector] > fCutValue ); + if ( fCutType == true ) + return result; // the cuts are selecting Signal ; + else + return !result; +} + +//_______________________________________________________________________ +bool BDTG_BsBsb_6vars_BDTGselTCut_072Node::GoesLeft( const std::vector<double>& inputValues ) const { + // test event if it decends the tree at this node to the left + if ( !this->GoesRight( inputValues ) ) + return true; + else + return false; +} + +#endif + +#ifndef IClassifierReader__def +# define IClassifierReader__def + +class IClassifierReader { + +public: + // constructor + IClassifierReader() : fStatusIsClean( true ) {} + virtual ~IClassifierReader() {} + + // return classifier response + virtual double GetMvaValue( const std::vector<double>& inputValues ) const = 0; + + // returns classifier status + bool IsStatusClean() const { return fStatusIsClean; } + +protected: + bool fStatusIsClean; +}; + +#endif + +class ReadBDTG_BsBsb_6vars_BDTGselTCut_072 : public IClassifierReader { + +public: + // constructor + ReadBDTG_BsBsb_6vars_BDTGselTCut_072( std::vector<std::string>& theInputVars ) + : IClassifierReader(), fClassName( "ReadBDTG_BsBsb_6vars_BDTGselTCut_072" ), fNvars( 6 ), fIsNormalised( false ) { + // the training input variables + const char* inputVars[] = {"log(B_PT)", + "nTracks_presel_BDTGcut", + "nPV", + "(Tr_Charge*Tr_BDTG_selBestTracks_14vars)", + "(Tr_Charge_2nd*Tr_BDTG_selBestTracks_14vars_2nd)", + "(Tr_Charge_3rd*Tr_BDTG_selBestTracks_14vars_3rd)"}; + + // sanity checks + if ( theInputVars.size() <= 0 ) { + std::cout << "Problem in class \"" << fClassName << "\": empty input vector" << std::endl; + fStatusIsClean = false; + } + + if ( theInputVars.size() != fNvars ) { + std::cout << "Problem in class \"" << fClassName + << "\": mismatch in number of input values: " << theInputVars.size() << " != " << fNvars << std::endl; + fStatusIsClean = false; + } + + // validate input variables + for ( size_t ivar = 0; ivar < theInputVars.size(); ivar++ ) { + if ( theInputVars[ivar] != inputVars[ivar] ) { + std::cout << "Problem in class \"" << fClassName << "\": mismatch in input variable names" << std::endl + << " for variable [" << ivar << "]: " << theInputVars[ivar].c_str() << " != " << inputVars[ivar] + << std::endl; + fStatusIsClean = false; + } + } + + // initialize min and max vectors (for normalisation) + fVmin[0] = 0; + fVmax[0] = 0; + fVmin[1] = 0; + fVmax[1] = 0; + fVmin[2] = 0; + fVmax[2] = 0; + fVmin[3] = 0; + fVmax[3] = 0; + fVmin[4] = 0; + fVmax[4] = 0; + fVmin[5] = 0; + fVmax[5] = 0; + + // initialize input variable types + fType[0] = 'D'; + fType[1] = 'I'; + fType[2] = 'I'; + fType[3] = 'F'; + fType[4] = 'F'; + fType[5] = 'F'; + + // initialize constants + Initialize(); + } + + // destructor + virtual ~ReadBDTG_BsBsb_6vars_BDTGselTCut_072() { + Clear(); // method-specific + } + + // the classifier response + // "inputValues" is a vector of input values in the same order as the + // variables given to the constructor + double GetMvaValue( const std::vector<double>& inputValues ) const override; + +private: + // method-specific destructor + void Clear(); + + // common member variables + const char* fClassName; + + const size_t fNvars; + size_t GetNvar() const { return fNvars; } + char GetType( int ivar ) const { return fType[ivar]; } + + // normalisation of input variables + const bool fIsNormalised; + bool IsNormalised() const { return fIsNormalised; } + double fVmin[6]; + double fVmax[6]; + double NormVariable( double x, double xmin, double xmax ) const { + // normalise to output range: [-1, 1] + return 2 * ( x - xmin ) / ( xmax - xmin ) - 1.0; + } + + // type of input variable: 'F' or 'I' + char fType[6]; + + // initialize internal variables + void Initialize(); + double GetMvaValue__( const std::vector<double>& inputValues ) const; + + // private members (method specific) + std::vector<BDTG_BsBsb_6vars_BDTGselTCut_072Node*> fForest; // i.e. root nodes of decision trees + std::vector<double> fBoostWeights; // the weights applied in the individual boosts +}; + +double ReadBDTG_BsBsb_6vars_BDTGselTCut_072::GetMvaValue__( const std::vector<double>& inputValues ) const { + double myMVA = 0; + for ( unsigned int itree = 0; itree < fForest.size(); itree++ ) { + BDTG_BsBsb_6vars_BDTGselTCut_072Node* current = fForest[itree]; + while ( current->GetNodeType() == 0 ) { // intermediate node + if ( current->GoesRight( inputValues ) ) + current = (BDTG_BsBsb_6vars_BDTGselTCut_072Node*)current->GetRight(); + else + current = (BDTG_BsBsb_6vars_BDTGselTCut_072Node*)current->GetLeft(); + } + myMVA += current->GetResponse(); + } + return 2.0 / ( 1.0 + exp( -2.0 * myMVA ) ) - 1.0; +} + +void ReadBDTG_BsBsb_6vars_BDTGselTCut_072::Initialize() { + // itree = 0 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.34554, -0.0256629 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473019, -0.0039059 ), 3, -0.905044, 1, 0, 0.442571, -0.0574286 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562696, 0.00974114 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.735259, 0.0396358 ), 3, 0.946412, 1, 0, 0.589305, 0.0893049 ), + 3, 0.802609, 1, 0, 0.497806, -0.00219351 ) ); + // itree = 1 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.289158, -0.0343202 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449061, -0.00697817 ), 3, -0.939307, 1, 0, 0.425769, -0.068961 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554021, 0.00779548 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.75133, 0.0424372 ), + 3, 0.951485, 1, 0, 0.571604, 0.0668412 ), + 3, -0.70791, 1, 0, 0.499734, -8.44226e-05 ) ); + // itree = 2 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.273082, -0.0330442 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44902, -0.006586 ), 3, -0.939129, 1, 0, 0.423563, -0.0656942 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555061, 0.00724312 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.774458, 0.0404523 ), 3, 0.95259, 1, 0, 0.573439, 0.0633304 ), + 3, -0.707539, 1, 0, 0.499648, -0.000194554 ) ); + // itree = 3 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.276226, -0.0309865 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.427195, -0.00948431 ), 3, -0.945753, 1, 0, 0.403465, -0.0782109 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522948, 0.00263126 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.651341, 0.0208862 ), 3, 0.905581, 1, 0, 0.553939, 0.0434667 ), + 3, -0.80196, 1, 0, 0.498406, -0.00143887 ) ); + // itree = 4 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.343288, -0.0190822 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477792, -0.00231851 ), 3, -0.90506, 1, 0, 0.445708, -0.0397661 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565255, 0.00758774 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.70713, 0.0274392 ), + 3, 0.937042, 1, 0, 0.594538, 0.0709528 ), + 3, 0.802254, 1, 0, 0.502, 0.00211097 ) ); + // itree = 5 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.247784, -0.0337512 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442311, -0.00574588 ), 3, -0.952205, 1, 0, 0.425052, -0.051005 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540704, 0.00401524 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.669047, 0.0204793 ), 3, 0.914047, 1, 0, 0.574567, 0.0512552 ), + 3, -0.707682, 1, 0, 0.500878, 0.000856008 ) ); + // itree = 6 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.35375, -0.0158006 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457503, -0.00375224 ), 3, -0.892053, 1, 0, 0.406545, -0.0596047 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523956, 0.00231573 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.647619, 0.0154392 ), 3, 0.905291, 1, 0, 0.554197, 0.0344754 ), + 3, -0.802184, 1, 0, 0.499879, -0.00013518 ) ); + // itree = 7 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.353982, -0.0139067 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499948, 1.84232e-05 ), 3, -0.899826, 1, 0, 0.471422, -0.0164133 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.606745, 0.010793 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.743593, 0.0271079 ), + 3, 0.946734, 1, 0, 0.651361, 0.0925181 ), + 3, 0.897308, 1, 0, 0.502311, 0.00228626 ) ); + // itree = 8 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.329833, -0.0193751 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450737, -0.00407235 ), 4, -0.795102, 1, 0, 0.438238, -0.0369139 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545597, 0.00365018 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.655468, 0.0135793 ), 3, 0.910454, 1, 0, 0.587231, 0.0453197 ), + 3, 0.802564, 1, 0, 0.494468, -0.00587883 ) ); + // itree = 9 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.385093, -0.0108842 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450523, 0.00057096 ), 4, 0.799051, 1, 0, 0.400417, -0.0547125 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52441, 0.00222182 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.65936, 0.0136081 ), 3, 0.906241, 1, 0, 0.557114, 0.0310918 ), + 3, -0.80209, 1, 0, 0.498491, -0.00100954 ) ); + // itree = 10 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.238947, -0.027585 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391645, -0.00727693 ), 3, -0.954963, 1, 0, 0.354771, -0.0702016 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505206, 0.000911529 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.650234, 0.0120165 ), 3, 0.901453, 1, 0, 0.533158, 0.0183101 ), + 3, -0.896512, 1, 0, 0.502567, 0.0031314 ) ); + // itree = 11 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.34395, -0.0119551 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470814, -0.00230152 ), 3, -0.905489, 1, 0, 0.440647, -0.0288212 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571378, 0.00449363 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.774007, 0.0289049 ), 3, 0.955693, 1, 0, 0.591287, 0.0397097 ), + 3, 0.802842, 1, 0, 0.496783, -0.00328306 ) ); + // itree = 12 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.318408, -0.0163779 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411417, -0.0012251 ), 4, 0.796974, 1, 0, 0.347855, -0.0672487 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478012, -0.00146677 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.592102, 0.00585923 ), 3, 0.811857, 1, 0, 0.526982, 0.00972541 ), + 3, -0.89629, 1, 0, 0.496414, -0.00341027 ) ); + // itree = 13 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.287999, -0.0160124 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444064, -0.00337994 ), 3, -0.93913, 1, 0, 0.42113, -0.0326705 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552928, 0.00190532 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.654034, 0.0143489 ), 4, 0.796118, 1, 0, 0.566463, 0.0221906 ), + 3, -0.707781, 1, 0, 0.494452, -0.00499256 ) ); + // itree = 14 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487619, 0.0014096 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428081, -0.00554785 ), 0, 8.57312, 1, 0, 0.4394, -0.0236224 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56516, 0.00319487 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.742232, 0.0193827 ), 3, 0.945151, 1, 0, 0.592686, 0.0333532 ), + 3, 0.801399, 1, 0, 0.49716, -0.00215331 ) ); + // itree = 15 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.245652, -0.0204323 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418511, -0.00401162 ), 3, -0.962863, 1, 0, 0.406222, -0.03147 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544747, 0.00232026 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.654434, 0.0128812 ), 4, 0.79578, 1, 0, 0.556411, 0.0218954 ), + 3, -0.801105, 1, 0, 0.500711, 0.00210397 ) ); + // itree = 16 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.257637, -0.018271 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437444, -0.00302173 ), 3, -0.952206, 1, 0, 0.421324, -0.0266885 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542642, 0.00169353 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.700432, 0.0143689 ), 3, 0.926984, 1, 0, 0.574253, 0.0246553 ), + 3, -0.707682, 1, 0, 0.498173, -0.000887423 ) ); + // itree = 17 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42469, -0.00688434 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479734, 3.91474e-05 ), 4, -0.70241, 1, 0, 0.466506, -0.0107707 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.596361, -0.00137688 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.670311, 0.0119052 ), 4, -0.796539, 1, 0, 0.64636, 0.0425454 ), + 3, 0.896605, 1, 0, 0.497845, -0.00148053 ) ); + // itree = 18 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.341709, -0.0111512 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452381, -0.00170682 ), 4, -0.796458, 1, 0, 0.441184, -0.0171432 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562445, -0.000945063 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.615546, 0.00793218 ), 4, -0.705855, 1, 0, 0.596306, 0.0292066 ), + 3, 0.802058, 1, 0, 0.500032, 0.000440252 ) ); + // itree = 19 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428886, -0.0158613 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474816, -0.00359822 ), 4, -0.883345, 1, 0, 0.467303, -0.0339395 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456774, -0.000855681 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.609976, 0.00644142 ), 3, 0.801503, 1, 0, 0.507684, 0.00930686 ), + 4, -0.70241, 1, 0, 0.496667, -0.00249242 ) ); + // itree = 20 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447651, -0.00144224 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.387665, -0.0153474 ), 0, 9.56255, 1, 0, 0.439596, -0.0164498 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546786, -0.0041856 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.609628, 0.00635645 ), 4, -0.796566, 1, 0, 0.594654, 0.0232563 ), + 3, 0.802564, 1, 0, 0.498357, -0.00140276 ) ); + // itree = 21 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.317506, -0.012187 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.398475, -0.000374224 ), 4, 0.799029, 1, 0, 0.343224, -0.0472786 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498483, 0.000101687 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.660975, 0.00852145 ), 3, 0.899716, 1, 0, 0.53158, 0.0103085 ), + 3, -0.896392, 1, 0, 0.499457, 0.000487568 ) ); + // itree = 22 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.280152, -0.0131639 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42806, -0.0027003 ), 3, -0.936514, 1, 0, 0.396695, -0.0291353 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.541355, -0.0015986 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561003, 0.00353476 ), 4, -0.705316, 1, 0, 0.555848, 0.0145523 ), + 3, -0.801722, 1, 0, 0.497151, -0.00156003 ) ); + // itree = 23 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454476, -0.00787425 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480636, -0.00228219 ), 4, -0.834333, 1, 0, 0.470854, -0.0265294 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480665, 0.000193344 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.669801, 0.00814811 ), 3, 0.896957, 1, 0, 0.507058, 0.00740395 ), + 4, -0.704907, 1, 0, 0.497292, -0.00174976 ) ); + // itree = 24 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.237176, -0.0170147 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.376573, -0.00324465 ), 3, -0.959249, 1, 0, 0.350862, -0.0322573 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511464, -0.00209154 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536499, 0.00237992 ), 4, -0.702465, 1, 0, 0.529949, 0.00793522 ), + 3, -0.896366, 1, 0, 0.499268, 0.00104944 ) ); + // itree = 25 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.31703, -0.00960682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.394476, 0.000242175 ), 4, 0.0487118, 1, 0, 0.348904, -0.0316539 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51963, -0.00345166 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532022, 0.00182543 ), 4, -0.797663, 1, 0, 0.530353, 0.00760888 ), + 3, -0.89604, 1, 0, 0.499451, 0.000922128 ) ); + // itree = 26 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443711, -0.00198506 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451874, 0.00474858 ), 4, 0.795888, 1, 0, 0.444864, -0.00722125 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563275, -0.00346273 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.603762, 0.00457249 ), 5, -0.694623, 1, 0, 0.59704, 0.0202148 ), + 3, 0.802229, 1, 0, 0.502167, 0.00310991 ) ); + // itree = 27 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.311917, -0.00946534 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391023, -0.000361497 ), 4, 0.0501215, 1, 0, 0.34531, -0.031995 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517629, -0.000139145 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566061, 0.00408666 ), 4, 0.0432576, 1, 0, 0.529982, 0.00597991 ), + 3, -0.896497, 1, 0, 0.498428, -0.000508684 ) ); + // itree = 28 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456655, -0.00559276 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486835, 0.000342776 ), 5, 0.780827, 1, 0, 0.463309, -0.0256943 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482108, 0.000420693 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.669374, 0.00779742 ), 3, 0.895143, 1, 0, 0.508596, 0.00831415 ), + 4, -0.799093, 1, 0, 0.501828, 0.00323178 ) ); + // itree = 29 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.370637, -0.00560138 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547551, -0.00123561 ), 3, -0.70737, 1, 0, 0.470522, -0.0195921 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440634, -0.000747121 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581514, 0.00287756 ), 3, -0.708044, 1, 0, 0.509114, 0.00644003 ), + 4, -0.704907, 1, 0, 0.4986, -0.000652424 ) ); + // itree = 30 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.314233, -0.00871763 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418152, 0.00363396 ), 4, 0.796718, 1, 0, 0.347977, -0.0266331 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478235, -0.000513218 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.602167, 0.00340698 ), 3, 0.811856, 1, 0, 0.532207, 0.00717739 ), + 3, -0.89629, 1, 0, 0.501018, 0.00145343 ) ); + // itree = 31 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.315937, -0.00713251 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515945, -0.000421323 ), 3, -0.896187, 1, 0, 0.488428, -0.00781996 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480162, 0.00161177 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.69151, 0.00876152 ), 3, 0.894686, 1, 0, 0.522648, 0.0178336 ), + 4, 0.0451339, 1, 0, 0.498047, -0.000608681 ) ); + // itree = 32 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.320514, -0.00583981 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514502, -0.000627702 ), 3, -0.89604, 1, 0, 0.487681, -0.0080678 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496476, -0.000823782 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537411, 0.00465933 ), 4, 0.758068, 1, 0, 0.528164, 0.0207654 ), + 4, 0.046733, 1, 0, 0.499105, 6.84523e-05 ) ); + // itree = 33 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483613, 0.000871743 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437965, -0.00568178 ), 0, 9.37086, 1, 0, 0.472634, -0.000774382 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.623712, 0.00230468 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.780128, 0.0205464 ), 3, 0.959214, 1, 0, 0.651279, 0.0275247 ), + 3, 0.896313, 1, 0, 0.503634, 0.00413629 ) ); + // itree = 34 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447645, -0.0101469 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500343, 0.000600995 ), 4, -0.898915, 1, 0, 0.498369, 0.00170105 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536731, 0.00304738 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582418, 0.0153565 ), 4, 0.905875, 1, 0, 0.544201, 0.0285827 ), + 4, 0.798657, 1, 0, 0.505429, 0.00584182 ) ); + // itree = 35 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.37006, -0.00843411 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.589846, -0.000550368 ), 3, 0.89542, 1, 0, 0.452356, -0.0332955 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482159, 0.000330565 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.667935, 0.00508841 ), 3, 0.895731, 1, 0, 0.509252, 0.00591163 ), + 4, -0.796227, 1, 0, 0.500705, 2.22062e-05 ) ); + // itree = 36 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389941, -0.00381097 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445954, 0.00261379 ), 4, 0.798769, 1, 0, 0.402832, -0.0145226 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562947, -0.00325777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558435, 0.00225301 ), 5, -0.693262, 1, 0, 0.558926, 0.0109272 ), + 3, -0.801192, 1, 0, 0.50199, 0.00164431 ) ); + // itree = 37 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.340717, -0.00503756 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527897, 0.000443617 ), 3, -0.89661, 1, 0, 0.49903, -0.00186568 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516777, 0.00316912 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535865, 0.0076454 ), 5, 0.806232, 1, 0, 0.523264, 0.028625 ), + 5, 0.0515391, 1, 0, 0.502103, 0.00200062 ) ); + // itree = 38 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444031, -0.00828184 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468667, -0.00245031 ), 4, -0.883343, 1, 0, 0.464648, -0.0204872 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.363321, -0.00348123 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540588, 0.00176437 ), 3, -0.895347, 1, 0, 0.511649, 0.0063648 ), + 4, -0.702779, 1, 0, 0.498754, -0.00100251 ) ); + // itree = 39 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449841, -0.00626858 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488755, -0.00284203 ), 0, 8.87395, 1, 0, 0.475714, -0.0278896 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472445, -0.000409005 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.656186, 0.00456659 ), 3, 0.896967, 1, 0, 0.500901, 0.00172263 ), + 5, -0.690538, 1, 0, 0.497787, -0.001938 ) ); + // itree = 40 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421964, -0.001833 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567081, 0.000837056 ), 3, -0.707723, 1, 0, 0.496584, -0.00296906 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561988, 0.00939877 ), 4, 0.88995, 1, 0, 0.499092, -0.000944173 ) ); + // itree = 41 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485026, -0.00175278 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505026, 0.00195286 ), 1, 4, 1, 0, 0.487582, -0.000490538 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477644, 0.000473921 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.695141, 0.00631839 ), 3, 0.897026, 1, 0, 0.520916, 0.00897045 ), + 4, 0.0465526, 1, 0, 0.496988, -0.00334308 ) ); + // itree = 42 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.312874, -0.00662249 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.416221, 0.00290772 ), 3, -0.922434, 1, 0, 0.351888, -0.0142655 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516124, -0.000711686 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53977, 0.0016376 ), 4, -0.703471, 1, 0, 0.533579, 0.00674153 ), + 3, -0.895476, 1, 0, 0.502549, 0.00315389 ) ); + // itree = 43 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440851, -0.00645242 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496327, -0.000981142 ), 4, -0.79739, 1, 0, 0.489123, -0.010452 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525047, 0.0058191 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540541, 0.00820806 ), 5, 0.837367, 1, 0, 0.532494, 0.041434 ), + 5, 0.793219, 1, 0, 0.491448, -0.00767044 ) ); + // itree = 44 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480052, -0.00210269 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41002, -0.00020419 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56487, 0.00221077 ), 3, -0.801893, 1, 0, 0.507778, 0.00814714 ), + 0, 8.27243, 1, 0, 0.505653, 0.00587047 ) ); + // itree = 45 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50252, 0.00174925 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461836, -0.000929667 ), 0, 8.65759, 1, 0, 0.471388, -0.000122701 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.627737, 0.00204792 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.774574, 0.0168708 ), 3, 0.95863, 1, 0, 0.654889, 0.0233888 ), + 3, 0.895731, 1, 0, 0.503926, 0.00404638 ) ); + // itree = 46 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437183, -0.00881817 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.349249, -0.0037187 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5344, 0.00129521 ), 3, -0.89538, 1, 0, 0.504025, 0.00355622 ), + 4, -0.889553, 1, 0, 0.501415, 0.00152154 ) ); + // itree = 47 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466534, -0.00304928 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502433, 0.000277959 ), 0, 8.20497, 1, 0, 0.50031, -0.000279926 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514642, 0.00306421 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537948, 0.00787175 ), 5, 0.792642, 1, 0, 0.524456, 0.0298288 ), + 5, 0.0492926, 1, 0, 0.503255, 0.00339305 ) ); + // itree = 48 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424782, -0.00120795 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570848, 0.000937404 ), 3, -0.707682, 1, 0, 0.499228, -0.000725603 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570116, 0.00866882 ), 4, 0.892467, 1, 0, 0.501774, 0.00101829 ) ); + // itree = 49 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490334, 0.00302514 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556073, -0.00145603 ), 3, 0.792757, 1, 0, 0.514909, 0.0130163 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.412004, -0.00226232 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.579966, 0.00145867 ), 3, -0.707035, 1, 0, 0.497044, -0.00213189 ), + 0, 8.67026, 1, 0, 0.501102, 0.0013089 ) ); + // itree = 50 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442831, -0.00112542 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45127, 0.0035823 ), 1, 4, 1, 0, 0.4439, 0.00196445 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582544, 0.00090606 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.754473, 0.0107652 ), 3, 0.955699, 1, 0, 0.599893, 0.010018 ), + 3, 0.802863, 1, 0, 0.501994, 0.00153679 ) ); + // itree = 51 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462976, -0.00321471 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505474, 0.0029163 ), 5, 0.781423, 1, 0, 0.468178, -0.015275 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53447, 0.00255348 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50475, -0.000253687 ), 0, 8.6246, 1, 0, 0.510884, 0.0037906 ), + 4, -0.704907, 1, 0, 0.499339, -0.00136351 ) ); + // itree = 52 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463329, -0.00933271 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495925, -0.000674283 ), 5, -0.828752, 1, 0, 0.494924, -0.00574377 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471805, 0.00391443 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.637925, -0.000283801 ), 3, 0.893574, 1, 0, 0.515417, 0.0182282 ), + 5, 0.0503538, 1, 0, 0.497503, -0.00272703 ) ); + // itree = 53 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42911, -0.0100011 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503136, 0.000358254 ), 4, -0.884074, 1, 0, 0.500901, 0.000552304 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542559, 0.00618453 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558285, 0.00816726 ), 1, 4, 1, 0, 0.550406, 0.0201519 ), + 5, 0.793231, 1, 0, 0.503444, 0.00277179 ) ); + // itree = 54 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456025, -0.00608335 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502928, 0.000358611 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537754, 0.00466667 ), 1, 5, 1, 0, 0.504478, 0.00298297 ), + 4, -0.89294, 1, 0, 0.502766, 0.00223733 ) ); + // itree = 55 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494621, -0.000804637 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556247, 0.00680992 ), 4, 0.892328, 1, 0, 0.497041, -0.0036327 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470715, 0.00122664 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.617572, 0.00939505 ), 3, 0.793145, 1, 0, 0.522112, 0.0215978 ), + 2, 3, 1, 0, 0.499787, -5.66813e-05 ) ); + // itree = 56 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.2416, -0.0131733 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419831, -0.000742745 ), 3, -0.953591, 1, 0, 0.400664, -0.0108509 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536454, -0.00123768 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573944, 0.00298379 ), 0, 9.11696, 1, 0, 0.552952, 0.000547963 ), + 3, -0.800917, 1, 0, 0.496405, -0.00368461 ) ); + // itree = 57 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439972, -0.00691406 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495698, -0.000670283 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511024, 0.00106014 ), 1, 3, 1, 0, 0.500929, -0.00118279 ), + 4, -0.890205, 1, 0, 0.498627, -0.00199218 ) ); + // itree = 58 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483461, -0.00153936 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514333, 0.00285893 ), 2, 3, 1, 0, 0.487119, -0.000174174 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496192, -0.00141376 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532287, 0.00234736 ), 4, 0.745106, 1, 0, 0.52681, 0.0106895 ), + 4, 0.0466187, 1, 0, 0.49826, -0.00193252 ) ); + // itree = 59 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487387, -0.00183955 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52877, 0.00380213 ), 1, 5, 1, 0, 0.489776, -0.000927058 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477639, -0.000291508 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.659982, 0.00754479 ), 3, 0.890704, 1, 0, 0.504419, 0.00449739 ), + 2, 2, 1, 0, 0.49603, -0.000120081 ) ); + // itree = 60 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.306004, -0.00466 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517121, -0.000228555 ), 3, -0.896392, 1, 0, 0.487554, -0.00496557 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389877, -0.000717219 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57903, 0.00357043 ), 3, -0.895349, 1, 0, 0.529249, 0.0154187 ), + 4, 0.0475076, 1, 0, 0.499212, 0.000733839 ) ); + // itree = 61 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447173, 0.000240229 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564629, -0.00168523 ), 3, 0.801056, 1, 0, 0.490062, -0.00278681 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516996, -0.000252009 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538571, 0.00518072 ), 0, 9.06981, 1, 0, 0.527714, 0.0105568 ), + 4, 0.0475076, 1, 0, 0.500473, 0.00090252 ) ); + // itree = 62 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.341042, -0.0024732 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532092, 0.000793575 ), 3, -0.896497, 1, 0, 0.502012, 0.00210943 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542576, 0.00628567 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522417, 0.00328441 ), 1, 4, 1, 0, 0.532631, 0.0105249 ), + 5, 0.793101, 1, 0, 0.503655, 0.00353961 ) ); + // itree = 63 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501679, 0.000463784 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493866, -0.00146051 ), 1, 3, 1, 0, 0.49919, -1.92856e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538888, 0.00527992 ), 1, 5, 1, 0, 0.501088, 0.00169061 ) ); + // itree = 64 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.266839, -0.00832985 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428603, -9.91655e-05 ), 3, -0.945741, 1, 0, 0.403872, -0.00663075 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574456, -0.00408982 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557607, 0.0010332 ), 5, -0.784823, 1, 0, 0.558466, 0.00498891 ), + 3, -0.801893, 1, 0, 0.501794, 0.000729277 ) ); + // itree = 65 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433102, -0.00714349 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499212, -0.000153966 ), 4, -0.890205, 1, 0, + 0.497027, -0.00226235 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544231, 0.0058547 ), 1, 5, 1, 0, 0.499261, 0.00129985 ) ); + // itree = 66 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451445, -0.00508772 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476241, 0.000192471 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.658295, 0.00253299 ), 3, 0.89725, 1, 0, 0.505036, 0.00320818 ), + 4, -0.891383, 1, 0, 0.503027, 0.00207807 ) ); + // itree = 67 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467933, -0.000849383 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457631, 0.00452812 ), 5, 0.791373, 1, 0, 0.467486, -0.00411114 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60194, -0.00437137 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.673361, 0.00581754 ), 5, -0.693262, 1, 0, 0.658411, 0.0201027 ), + 3, 0.897299, 1, 0, 0.499957, 6.94811e-06 ) ); + // itree = 68 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493491, 0.00316008 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548698, -0.00196914 ), 3, 0.788328, 1, 0, 0.514029, 0.012089 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460606, -0.00123498 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.651898, 0.00171685 ), 3, 0.89725, 1, 0, 0.495794, -0.00426974 ), + 0, 8.5724, 1, 0, 0.498993, -0.00139958 ) ); + // itree = 69 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439131, -0.00543709 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51614, -0.000736285 ), 4, -0.703513, 1, 0, 0.480666, -0.017288 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503525, 0.000556128 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488721, -0.002857 ), 5, 0.745629, 1, 0, 0.501912, 0.00130819 ), + 5, -0.69014, 1, 0, 0.499271, -0.00100324 ) ); + // itree = 70 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485838, -0.00162156 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51473, 0.00154013 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499075, -0.000101936 ), 0, 8.99301, 1, 0, + 0.505355, 0.00460604 ), + 0, 8.24309, 1, 0, 0.504069, 0.00320328 ) ); + // itree = 71 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470503, 0.00245848 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547733, -0.00110129 ), 3, -0.698346, 1, 0, 0.509089, 0.00614662 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483034, -0.00245137 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496499, -0.000424517 ), 0, 8.98881, 1, 0, 0.493157, -0.00577809 ), + 0, 8.73592, 1, 0, 0.49725, -0.00271474 ) ); + // itree = 72 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422606, -0.00866791 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492224, -0.000309892 ), 5, -0.769391, 1, 0, 0.489078, -0.00414607 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498013, -0.0014465 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532656, 0.00198743 ), 4, 0.745374, 1, 0, 0.52734, 0.00903507 ), + 4, 0.0486293, 1, 0, 0.499876, -0.000426422 ) ); + // itree = 73 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4362, -0.00562848 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516756, -0.00151726 ), 4, -0.701494, 1, 0, 0.479483, -0.0207322 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50014, 6.28632e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545085, 0.00550206 ), 1, 5, 1, 0, 0.501768, 0.00273004 ), + 5, -0.69014, 1, 0, 0.498976, -0.00117265 ) ); + // itree = 74 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465626, -0.00151395 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512941, 0.000871476 ), 4, -0.703859, 1, 0, 0.501882, 0.00202853 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429744, 0.0101874 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576313, 0.00287727 ), 3, -0.895225, 1, 0, 0.532417, 0.0303476 ), + 5, 0.0496907, 1, 0, 0.505773, 0.00563708 ) ); + // itree = 75 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463233, -0.00381185 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495116, -0.00053336 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512441, 0.00165461 ), 1, 3, 1, 0, 0.501253, 0.00182705 ), + 0, 8.26161, 1, 0, 0.498547, -0.00130412 ) ); + // itree = 76 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475089, -0.00218921 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526738, 0.00234912 ), 0, 8.15145, 1, 0, 0.513767, 0.011085 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458573, -0.00151868 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.657444, 0.0027251 ), 3, 0.89726, 1, 0, 0.49589, -0.00445013 ), + 0, 8.60819, 1, 0, 0.499423, -0.00137989 ) ); + // itree = 77 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462489, -0.00115107 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.633021, 0.00126718 ), 3, 0.89725, 1, 0, 0.489048, -0.00523078 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506716, -0.00358011 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551724, 0.00376888 ), 4, 0.814167, 1, 0, 0.543742, 0.0146767 ), + 4, 0.796318, 1, 0, 0.497719, -0.00207471 ) ); + // itree = 78 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444741, -0.00451122 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517276, 0.00144791 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502057, 0.000254424 ), 0, 8.70158, 1, 0, 0.505876, 0.00440455 ), + 4, -0.890205, 1, 0, 0.503511, 0.00329614 ) ); + // itree = 79 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391868, -0.0028785 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440905, 0.00601599 ), 5, 0.791753, 1, 0, 0.395559, -0.0138459 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556664, 0.00241017 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556135, -0.00046519 ), 1, 2, 1, 0, 0.556299, -0.00147704 ), + 3, -0.802119, 1, 0, 0.496697, -0.00332761 ) ); + // itree = 80 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.459863, 0.00113582 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571555, -0.00184175 ), 3, 0.799398, 1, 0, 0.501558, 0.000454635 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.357725, -0.00797429 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56775, 0.000738372 ), 3, -0.801922, 1, 0, 0.487581, -0.0101265 ), + 0, 9.27698, 1, 0, 0.497054, -0.00295532 ) ); + // itree = 81 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439893, -0.00439049 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50024, 2.95646e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54511, 0.00372053 ), 5, 0.793651, 1, 0, 0.502209, 0.00114854 ), + 4, -0.892817, 1, 0, 0.499953, 0.000267893 ) ); + // itree = 82 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525832, 0.00321504 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498934, 8.82322e-05 ), 0, 9.10188, 1, 0, 0.513523, 0.0144726 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431065, -0.00124445 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.596298, 0.000617102 ), 3, 0.802863, 1, 0, 0.496053, -0.00340338 ), + 1, 2, 1, 0, 0.501227, 0.00135944 ) ); + // itree = 83 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462561, -0.00323433 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520597, 0.00155925 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496802, -0.000349481 ), 0, 8.6271, 1, 0, + 0.500509, 0.000634212 ), + 0, 8.17687, 1, 0, 0.498506, -0.00114507 ) ); + // itree = 84 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493435, -0.00093768 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503235, 0.000908097 ), 0, 8.87617, 1, 0, 0.499741, 9.33066e-06 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556125, 0.00874418 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506148, 0.000794926 ), 1, 2, 1, 0, 0.523146, 0.00831066 ), + 2, 3, 1, 0, 0.502331, 0.000474192 ) ); + // itree = 85 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476388, -0.00222874 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548226, 0.00382542 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499853, 0.000200442 ), 0, 8.41062, 1, 0, 0.502167, 0.00276571 ), + 0, 8.26161, 1, 0, 0.500255, 0.000884732 ) ); + // itree = 86 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.409228, -0.00186048 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559742, 0.000584783 ), 3, -0.707496, 1, 0, 0.487936, -0.00375522 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554617, 0.00566499 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526225, 0.00112177 ), 1, 2, 1, 0, 0.530896, 0.00264567 ), + 4, 0.046733, 1, 0, 0.499908, 0.000523788 ) ); + // itree = 87 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460814, 0.00433815 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.392409, -0.00075272 ), 0, 8.91995, 1, 0, 0.418097, 0.0112409 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547475, -0.00503791 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545989, -0.000728994 ), 5, -0.693262, 1, 0, 0.546153, -0.00747857 ), + 3, -0.80209, 1, 0, 0.499016, -0.000588067 ) ); + // itree = 88 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.373758, 0.00138694 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454751, -0.00168185 ), 3, -0.887574, 1, 0, 0.423228, -0.00379021 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560711, 0.000407013 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.750475, 0.00912763 ), 3, 0.952252, 1, 0, 0.577029, 0.00589848 ), + 3, -0.707596, 1, 0, 0.501045, 0.00111187 ) ); + // itree = 89 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53226, 0.00271087 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499569, 8.98725e-05 ), 0, 8.54994, 1, 0, 0.505054, 0.00496086 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479036, -0.0026132 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493958, -0.000792144 ), 0, 8.70158, 1, 0, 0.490398, -0.00894071 ), + 1, 2, 1, 0, 0.494644, -0.0025797 ) ); + // itree = 90 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482588, -0.00115293 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508435, 0.00152465 ), 2, 3, 1, 0, 0.485722, -0.000280297 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528104, 0.00150355 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522824, -0.00126269 ), 1, 4, 1, 0, 0.527175, 0.00223492 ), + 4, 0.0467696, 1, 0, 0.4974, -0.00214428 ) ); + // itree = 91 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528545, 0.00235777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503561, 0.000429005 ), 0, 8.4531, 1, 0, 0.508686, 0.0071235 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40779, -0.00420419 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60588, 0.000254093 ), 3, 0.802661, 1, 0, 0.485554, -0.0107775 ), + 0, 9.22365, 1, 0, 0.500308, 0.000639976 ) ); + // itree = 92 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488662, 0.00203063 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49973, -0.00113413 ), 4, -0.702353, 1, 0, 0.496381, -0.00123817 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.362909, -0.00108586 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537297, 0.00239966 ), 3, -0.891207, 1, 0, 0.511994, 0.0115683 ), + 2, 2, 1, 0, 0.503003, 0.000479029 ) ); + // itree = 93 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468817, -0.000384644 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.643681, 0.0018426 ), 3, 0.894858, 1, 0, 0.498394, -0.000378978 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555665, 0.00468323 ), 4, 0.890019, 1, 0, 0.500602, 0.000603925 ) ); + // itree = 94 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469318, 0.00262849 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510811, -0.00346508 ), 3, -0.786516, 1, 0, 0.494741, -0.0102719 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503051, 0.000903854 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483844, -0.00405296 ), 2, 3, 1, 0, 0.501, 0.00128239 ), + 0, 8.5724, 1, 0, 0.499888, 0.000206439 ) ); + // itree = 95 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457999, 0.00208793 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515069, -0.00289587 ), 3, -0.796885, 1, 0, 0.494332, -0.00990474 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430243, -0.000923703 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612189, 0.00237376 ), 3, 0.802987, 1, 0, 0.500575, 0.00153514 ), + 0, 8.73592, 1, 0, 0.498937, -0.00146613 ) ); + // itree = 96 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.340307, -0.00189784 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528101, 0.000127354 ), 3, -0.896497, 1, 0, 0.498088, -0.000967946 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550145, 0.00456095 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50829, 0.000498992 ), 0, 8.8609, 1, 0, 0.522056, 0.0148434 ), + 1, 4, 1, 0, 0.501491, 0.000269856 ) ); + // itree = 97 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487038, -0.00191327 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502891, 0.000604466 ), 1, 2, 1, 0, 0.498178, -0.00157362 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576499, 0.00829687 ), 4, 0.890097, 1, 0, 0.501169, 0.000772524 ) ); + // itree = 98 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419988, 0.000578206 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560651, -0.00269939 ), 3, -0.707314, 1, 0, 0.491329, -0.00704565 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452326, -0.00435697 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522802, 0.00253697 ), 4, -0.697975, 1, 0, 0.506598, 0.00615385 ), + 2, 2, 1, 0, 0.497842, -1.38843e-05 ) ); + // itree = 99 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443694, -0.00368783 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482159, 0.00221241 ), 0, 9.23779, 1, 0, 0.458126, -0.0130332 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503167, -0.00192355 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506747, 0.000656301 ), 5, -0.691826, 1, 0, 0.5064, 0.00257428 ), + 4, -0.798862, 1, 0, 0.499285, 0.00027399 ) ); + // itree = 100 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44387, -0.00410369 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506992, 0.00108022 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500153, -0.000364326 ), 2, 2, 1, 0, 0.504057, -3.63083e-05 ), + 4, -0.889048, 1, 0, 0.501639, 0.00210426 ) ); + // itree = 101 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535864, 0.00391028 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428846, -0.00669659 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501896, 5.61686e-05 ), 4, -0.891391, 1, 0, + 0.499068, -0.00101603 ), + 0, 8.12551, 1, 0, 0.50065, 0.000664956 ) ); + // itree = 102 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.438344, -0.00495587 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510346, 0.00214875 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500619, -0.000291368 ), 5, -0.691197, 1, 0, + 0.50174, -9.69967e-05 ), + 4, -0.892817, 1, 0, 0.499429, -0.00105766 ) ); + // itree = 103 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488659, -0.000191808 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536356, 0.00561893 ), 1, 5, 1, 0, 0.490627, -0.000976402 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504556, -0.0025975 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557689, 0.00526877 ), 4, 0.897528, 1, 0, 0.510662, -0.0114174 ), + 4, 0.0475076, 1, 0, 0.496229, -0.00296702 ) ); + // itree = 104 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502835, 0.00599178 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529635, -0.000608578 ), 3, -0.792078, 1, 0, 0.520185, 0.0162838 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462949, -0.00223294 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508693, 0.000103122 ), 4, -0.705253, 1, 0, 0.496206, -0.00301377 ), + 0, 8.48789, 1, 0, 0.499689, -0.0002106 ) ); + // itree = 105 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530458, 0.00270906 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498571, -0.00100798 ), 2, 2, 1, 0, 0.516725, -7.7391e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494087, -0.000622245 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529776, 0.00362017 ), 5, 0.790026, 1, 0, 0.496124, -0.00219616 ), + 0, 8.5724, 1, 0, 0.499787, 0.000269096 ) ); + // itree = 106 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514466, 0.00539289 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.541225, -0.000666959 ), 3, -0.701156, 1, 0, 0.527823, 0.0226199 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495627, -0.000687736 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501403, 0.00107822 ), 0, 8.93538, 1, 0, 0.499529, 0.00184126 ), + 0, 8.39974, 1, 0, 0.502689, 0.00416138 ) ); + // itree = 107 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.385171, -0.000812656 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48409, 0.00421188 ), 3, -0.855857, 1, 0, 0.414478, 0.00535097 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490936, -0.0034099 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549717, -0.00112501 ), 0, 8.27623, 1, 0, 0.54483, -0.00920816 ), + 3, -0.801922, 1, 0, 0.496485, -0.00380847 ) ); + // itree = 108 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505485, 0.000528997 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489695, -0.00130534 ), 0, 9.35875, 1, 0, 0.50173, 0.00159906 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467836, -0.00887363 ), 0, 9.94938, 1, 0, 0.500753, 0.000789325 ) ); + // itree = 109 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516081, 0.000954234 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495821, -0.000612844 ), 0, 8.55961, 1, 0, 0.49996, -0.00109366 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44932, 0.000572862 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.711674, 0.0168251 ), 3, 0.89725, 1, 0, 0.506918, 0.0139876 ), + 0, 9.51324, 1, 0, 0.50112, 0.00142146 ) ); + // itree = 110 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.394813, -0.00214372 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465958, 0.00958503 ), 5, 0.790334, 1, 0, 0.400457, -0.00767176 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557862, 0.00244408 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557267, -0.00012202 ), 1, 2, 1, 0, 0.55745, -0.00096421 ), + 3, -0.801655, 1, 0, 0.499386, -0.00016076 ) ); + // itree = 111 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489052, 6.28224e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506828, -0.00221845 ), 4, 0.04812, 1, 0, 0.494317, -0.00384343 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537899, 0.00391241 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505537, 0.000139106 ), 0, 8.95644, 1, 0, 0.519081, 0.0125935 ), + 2, 3, 1, 0, 0.496969, -0.000215082 ) ); + // itree = 112 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51222, 0.000962568 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471195, -0.00394866 ), 2, 2, 1, 0, 0.494486, 0.000299854 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511468, 0.00200805 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493619, -0.000219208 ), 0, 9.31897, 1, 0, 0.503839, 0.00638268 ), + 0, 8.83146, 1, 0, 0.50085, 0.0013213 ) ); + // itree = 113 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45569, -0.00772827 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492864, 0.000477041 ), 5, -0.818224, 1, 0, 0.472913, -0.0227669 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.3454, -0.00155065 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531542, 0.000527719 ), 3, -0.895628, 1, 0, 0.501222, 0.00151609 ), + 5, -0.774279, 1, 0, 0.499329, -0.0001084 ) ); + // itree = 114 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43349, 0.00905427 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594151, 0.000374831 ), 3, -0.801246, 1, 0, 0.520953, 0.0244511 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504483, 0.00091297 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494788, -0.00194831 ), 1, 4, 1, 0, 0.503365, 0.00115861 ), + 5, -0.781814, 1, 0, 0.504389, 0.00490711 ) ); + // itree = 115 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.260522, -0.00561757 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391946, 0.00388903 ), 3, -0.958266, 1, 0, 0.367419, 0.0132574 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522928, 0.000153702 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573265, -0.00436998 ), 4, 0.79578, 1, 0, 0.528992, -0.00214548 ), + 3, -0.895434, 1, 0, 0.501066, 0.000516772 ) ); + // itree = 116 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491489, -0.000683236 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537942, 0.00142646 ), 4, 0.79865, 1, 0, 0.497307, -0.00275485 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51487, 0.0017988 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553654, 0.00805684 ), 5, 0.829336, 1, 0, 0.523608, 0.0192929 ), + 5, 0.0496907, 1, 0, 0.500614, 1.74357e-05 ) ); + // itree = 117 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481079, -0.00213445 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517402, 0.00114462 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497164, -0.000215161 ), 0, 8.69305, 1, 0, + 0.500905, 0.000938894 ), + 0, 8.24309, 1, 0, 0.499556, -0.000576627 ) ); + // itree = 118 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497358, 0.00104684 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53372, 0.00567332 ), 1, 4, 1, 0, 0.509962, 0.0155881 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.438356, -0.0016547 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.596057, 0.000316679 ), 3, 0.802345, 1, 0, 0.495275, -0.00628594 ), + 5, -0.691533, 1, 0, 0.497081, -0.00357041 ) ); + // itree = 119 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491281, -0.000653224 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479091, -0.00333484 ), 0, 8.21755, 1, 0, 0.48469, -0.0208712 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.339161, -0.00240053 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537931, 0.00109293 ), 3, -0.896305, 1, 0, 0.50209, 0.00307252 ), + 0, 8.47044, 1, 0, 0.499758, -0.000135753 ) ); + // itree = 120 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499125, 3.8321e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486224, -0.00285065 ), 5, 0.0515391, 1, 0, + 0.497612, -0.00189091 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542932, 0.00388 ), 1, 5, 1, 0, 0.499745, -0.000491368 ) ); + // itree = 121 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494207, -0.000832154 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5015, 0.00123801 ), 0, 9.17472, 1, 0, 0.497133, -0.00166078 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490929, -0.00490325 ), 1, 5, 1, 0, 0.496825, -0.00280532 ) ); + // itree = 122 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428454, -0.00512067 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500778, 0.000123007 ), 4, -0.892817, 1, 0, 0.498562, -8.32205e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538069, 0.00365602 ), 1, 5, 1, 0, 0.500444, 0.000505358 ) ); + // itree = 123 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492452, 0.0024055 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506176, 9.14912e-05 ), 4, -0.702234, 1, 0, 0.502929, 0.0039182 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49139, -0.00171695 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504258, 0.00195489 ), 0, 9.30464, 1, 0, 0.495234, -0.00624728 ), + 1, 3, 1, 0, 0.500234, -1.2622e-05 ) ); + // itree = 124 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535794, 0.00301147 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485523, -0.00182527 ), 2, 2, 1, 0, 0.513727, -0.00122161 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460701, -0.00100761 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.65507, 0.00169382 ), 3, 0.89726, 1, 0, 0.496644, -0.00317394 ), + 0, 8.46791, 1, 0, 0.499023, -0.0014207 ) ); + // itree = 125 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467291, -0.000578977 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447793, -0.00414435 ), 1, 3, 1, 0, 0.456386, -0.0120734 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522685, 0.00166491 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502553, -0.000406728 ), 0, 8.39924, 1, 0, 0.504913, -0.000223829 ), + 4, -0.796167, 1, 0, 0.497618, -0.00246651 ) ); + // itree = 126 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49488, -0.00100883 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502858, 0.000896977 ), 1, 2, 1, 0, 0.500127, -2.06592e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506849, 0.000178708 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465594, -0.00637459 ), 2, 2, 1, 0, 0.492797, 0.00293224 ), + 1, 4, 1, 0, 0.499102, 0.000408982 ) ); + // itree = 127 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.32418, -0.00409786 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532499, 0.00150504 ), 3, -0.893974, 1, 0, 0.504238, 0.00526884 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461375, -0.00224325 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511707, 0.000225435 ), 4, -0.703859, 1, 0, 0.495673, -0.00336746 ), + 1, 2, 1, 0, 0.498174, -0.000857833 ) ); + // itree = 128 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495683, -0.000179984 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531982, 0.00327205 ), 1, 5, 1, 0, 0.497234, 0.00180018 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582129, 0.00772978 ), 4, 0.89247, 1, 0, 0.50033, 0.00133982 ) ); + // itree = 129 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516744, 0.00317337 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496212, -0.000423135 ), 5, -0.781927, 1, 0, 0.497477, -0.00142073 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389937, -0.0080788 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532978, -0.0018422 ), 3, -0.78807, 1, 0, 0.483944, -0.0217013 ), + 2, 3, 1, 0, 0.496001, -0.000322819 ) ); + // itree = 130 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479074, 0.000492489 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.455068, -0.00285093 ), 2, 2, 1, 0, 0.470295, -0.000963504 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501885, -0.00547469 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515367, 0.00128789 ), 5, -0.7852, 1, 0, 0.514808, 0.00660668 ), + 4, -0.702353, 1, 0, 0.502831, 0.00371218 ) ); + // itree = 131 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.455349, -0.00398783 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483719, 0.00135479 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504079, -0.000693588 ), 4, -0.70184, 1, 0, + 0.4985, -0.000865745 ), + 0, 8.17687, 1, 0, 0.496188, -0.00306252 ) ); + // itree = 132 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47434, -0.0023319 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529419, 0.00258428 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498499, 5.9065e-05 ), 0, 8.65557, 1, 0, 0.503523, 0.00408802 ), + 0, 8.22942, 1, 0, 0.501655, 0.0023503 ) ); + // itree = 133 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501766, 0.00107377 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52277, 0.00510212 ), 5, -0.827021, 1, 0, 0.511925, 0.0178569 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481325, -0.00162051 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49885, -6.43756e-05 ), 0, 8.22123, 1, 0, 0.497769, -0.00137035 ), + 5, -0.78285, 1, 0, 0.498599, -0.000243114 ) ); + // itree = 134 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43711, -0.00427316 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50517, 0.000571109 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481182, -0.00458158 ), 0, 9.70298, 1, 0, 0.503229, 0.00225259 ), + 4, -0.88998, 1, 0, 0.500677, 0.00129797 ) ); + // itree = 135 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461914, 0.000719081 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497576, -0.00650355 ), 4, -0.793414, 1, 0, 0.481154, -0.018131 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.417795, 0.00143803 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54993, -0.000179876 ), 3, -0.801922, 1, 0, 0.502066, 0.00243014 ), + 5, -0.784385, 1, 0, 0.500883, 0.00126704 ) ); + // itree = 136 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.24419, -0.00969013 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435078, -0.000697747 ), 3, -0.950975, 1, 0, 0.416933, -0.0084758 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560998, 0.000369826 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.750278, 0.0076568 ), 3, 0.952852, 1, 0, 0.57727, 0.00514268 ), + 3, -0.706452, 1, 0, 0.497945, -0.00159492 ) ); + // itree = 137 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489848, 5.73487e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481288, -0.00193825 ), 2, 2, 1, 0, 0.48602, -0.000388593 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50741, -0.00305423 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533004, 0.00234012 ), 5, -0.778572, 1, 0, 0.529966, 0.010638 ), + 4, 0.0450853, 1, 0, 0.498302, -0.000691635 ) ); + // itree = 138 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485495, -0.00161775 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524536, 0.00213913 ), 1, 4, 1, 0, 0.491144, -0.000479774 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510543, 0.00191938 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494091, -0.000627002 ), 0, 9.28557, 1, 0, 0.502977, 0.00501707 ), + 0, 8.83235, 1, 0, 0.499173, 0.00039413 ) ); + // itree = 139 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527107, 0.0025932 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505318, 0.000587318 ), 2, 2, 1, 0, 0.517841, -0.000986919 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486002, -0.00183532 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50249, 0.000921647 ), 0, 8.76741, 1, 0, 0.499189, 0.000691353 ), + 0, 8.35507, 1, 0, 0.501034, 0.00240008 ) ); + // itree = 140 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485899, -0.00185577 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502065, 0.00051572 ), 2, 2, 1, 0, 0.493213, -0.00256666 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458598, -0.00213258 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525281, 0.00201533 ), 4, -0.797715, 1, 0, 0.509336, 0.00689823 ), + 1, 3, 1, 0, 0.498843, -0.000919211 ) ); + // itree = 141 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440364, -0.00377751 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48135, 0.00290552 ), 0, 9.23339, 1, 0, 0.456291, -0.0112075 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506261, 0.00049667 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546688, 0.00383503 ), 5, 0.050952, 1, 0, 0.509939, 0.00518692 ), + 4, -0.795897, 1, 0, 0.501688, 0.00266529 ) ); + // itree = 142 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489712, 0.00293156 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486843, -0.00130301 ), 5, -0.687478, 1, 0, 0.487097, -0.00591948 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518829, -0.00138393 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565284, 0.00543524 ), 4, 0.840725, 1, 0, 0.545887, 0.0144326 ), + 4, 0.796041, 1, 0, 0.496166, -0.00278002 ) ); + // itree = 143 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514959, 0.0019384 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497501, 0.00105942 ), 0, 8.73592, 1, 0, 0.502192, 0.00900736 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513153, -0.00402949 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533004, 9.38644e-05 ), 0, 9.0207, 1, 0, 0.524776, -0.0126765 ), + 4, 0.798528, 1, 0, 0.505642, 0.00569425 ) ); + // itree = 144 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525117, 0.00306894 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480982, -0.00257783 ), 0, 9.38389, 1, 0, 0.514085, 0.0138174 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490821, -0.00140201 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507163, 0.00304737 ), 0, 9.43266, 1, 0, 0.494261, -0.00525826 ), + 1, 2, 1, 0, 0.499984, 0.000373247 ) ); + // itree = 145 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.408481, 0.0013503 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551063, -0.00156659 ), 3, -0.802083, 1, 0, 0.496172, -0.00318113 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520331, 0.00319308 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495052, -0.000935857 ), 1, 3, 1, 0, 0.51244, 0.00358171 ), + 2, 2, 1, 0, 0.503065, -0.000145763 ) ); + // itree = 146 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490392, 0.00324567 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552121, 0.000892624 ), 3, -0.699455, 1, 0, 0.520245, 0.0209436 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4915, -0.00131148 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501849, 0.000500583 ), 0, 8.77392, 1, 0, 0.499656, -0.000341333 ), + 0, 8.33755, 1, 0, 0.501574, 0.00164175 ) ); + // itree = 147 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498398, -0.000324725 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515755, 0.00195021 ), 1, 4, 1, 0, 0.500539, 0.000125269 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467043, 0.00812231 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.623111, -0.00254688 ), 3, -0.801106, 1, 0, 0.541624, 0.0195963 ), + 5, 0.789909, 1, 0, 0.502776, 0.000808534 ) ); + // itree = 148 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.245062, -0.00917952 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449436, 0.00138227 ), 3, -0.952207, 1, 0, 0.430695, 0.00440146 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549392, -0.00154636 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.743022, 0.00580986 ), 3, 0.952852, 1, 0, 0.565944, -0.00682053 ), + 3, -0.707682, 1, 0, 0.498479, -0.00122281 ) ); + // itree = 149 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.401934, -0.00146317 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564127, 0.00316011 ), 3, -0.800801, 1, 0, 0.510857, 0.0105474 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483153, -0.00223232 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495276, -0.000729418 ), 0, 8.55005, 1, 0, 0.493229, -0.0070858 ), + 1, 2, 1, 0, 0.498327, -0.00219754 ) ); + // itree = 150 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480289, -0.00237593 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509749, 0.00104456 ), 1, 3, 1, 0, 0.491246, -0.00330362 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514455, 0.00194598 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489005, -0.00160967 ), 1, 3, 1, 0, 0.506633, 0.003538 ), + 2, 2, 1, 0, 0.497749, -0.00115878 ) ); + // itree = 151 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497176, -0.000267752 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514934, 0.00168533 ), 2, 3, 1, 0, 0.499142, -0.000200827 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42893, 0.00212555 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572299, -0.0110668 ), 3, -0.801106, 1, 0, 0.498113, -0.0235644 ), + 5, 0.790974, 1, 0, 0.499086, -0.00178117 ) ); + // itree = 152 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482458, -0.00161208 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.341535, -0.00221989 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536343, 0.000604417 ), 3, -0.895131, 1, 0, + 0.502266, 0.00100343 ), + 0, 8.24309, 1, 0, 0.500932, -0.000157392 ) ); + // itree = 153 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477747, -0.00182775 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501388, 0.000358081 ), 0, 8.24309, 1, 0, 0.499865, 0.000806656 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548893, 0.00448019 ), 1, 5, 1, 0, 0.502292, 0.00235414 ) ); + // itree = 154 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497315, 0.00509347 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466328, -0.00142874 ), 1, 4, 1, 0, 0.489522, 0.0122574 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431327, -0.00129052 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576418, 0.000230751 ), 3, -0.706787, 1, 0, 0.502849, -0.00350234 ), + 4, -0.796458, 1, 0, 0.500841, 0.000177757 ) ); + // itree = 155 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477788, 0.00184118 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505148, -9.28947e-05 ), 4, -0.796051, 1, 0, 0.50072, 0.00123323 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517421, 0.000581898 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475325, -0.00506508 ), 1, 2, 1, 0, 0.489731, -0.000938709 ), + 2, 3, 1, 0, 0.499525, -0.000319799 ) ); + // itree = 156 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495341, -0.000483889 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491906, -0.00313729 ), 1, 5, 1, 0, 0.495189, -0.00382587 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563514, 0.00370786 ), 4, 0.889498, 1, 0, 0.497881, -0.00283153 ) ); + // itree = 157 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464524, 0.00264471 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535736, -0.00018016 ), 3, -0.795718, 1, 0, 0.510334, 0.0077139 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491903, -0.000957554 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574044, 0.00717522 ), 4, 0.892328, 1, 0, 0.495423, -0.00350753 ), + 0, 8.73592, 1, 0, 0.499282, -0.000603742 ) ); + // itree = 158 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47574, 0.00380787 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450235, -0.00343344 ), 5, -0.771007, 1, 0, 0.455164, -0.0122117 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540031, 0.00292395 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505415, 7.42381e-05 ), 0, 8.39114, 1, 0, 0.50937, 0.00377759 ), + 4, -0.79739, 1, 0, 0.501232, 0.00137718 ) ); + // itree = 159 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.459086, 0.000834501 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410614, -0.00223372 ), 0, 9.369, 1, 0, 0.447242, 0.00235568 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.568575, -0.00187265 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.750491, 0.00569269 ), 3, 0.955396, 1, 0, 0.586657, -0.00786083 ), + 3, 0.802564, 1, 0, 0.499741, -0.00149153 ) ); + // itree = 160 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467337, -0.00283176 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497174, -0.000126116 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576651, 0.00462362 ), 4, 0.889598, 1, 0, + 0.500476, 0.000278699 ), + 0, 8.24616, 1, 0, 0.498207, -0.00173345 ) ); + // itree = 161 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534257, 0.00304449 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498937, 0.000246894 ), 0, 8.47044, 1, 0, 0.503654, 0.00552343 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487742, -0.00178139 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51019, 0.00134686 ), 2, 3, 1, 0, 0.493433, 0.000201396 ), + 2, 2, 1, 0, 0.499332, -0.000111764 ) ); + // itree = 162 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51095, 0.000658324 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531884, 0.00325427 ), 2, 2, 1, 0, 0.519956, 0.000253544 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499631, 0.000414727 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490125, -0.00313721 ), 1, 4, 1, 0, 0.498242, 1.50707e-05 ), + 0, 8.73606, 1, 0, 0.503919, 0.00383341 ) ); + // itree = 163 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503607, 0.00041609 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48341, -0.00231639 ), 0, 9.53235, 1, 0, 0.500489, 0.00109549 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521165, 0.00069488 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561012, 0.00723411 ), 1, 4, 1, 0, 0.541678, 0.0124217 ), + 5, 0.7935, 1, 0, 0.502642, 0.00228084 ) ); + // itree = 164 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446182, -0.00302583 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498443, 0.000684755 ), 4, -0.900333, 1, 0, 0.496587, 0.0036801 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480852, -0.00676137 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534285, -0.000557395 ), 4, 0.822724, 1, 0, 0.520921, -0.0128358 ), + 4, 0.795935, 1, 0, 0.500301, 0.00115948 ) ); + // itree = 165 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544836, 0.00331922 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497964, -0.000757605 ), 2, 2, 1, 0, 0.524722, -0.000383572 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433762, -0.00088547 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.598447, 0.000437151 ), 3, 0.801399, 1, 0, 0.495866, -0.00244415 ), + 0, 8.40841, 1, 0, 0.499159, -0.000227942 ) ); + // itree = 166 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.364353, 0.00255268 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526389, -0.00321584 ), 3, -0.895428, 1, 0, 0.485198, -0.0113673 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500937, 0.000225911 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515583, 0.00207809 ), 1, 3, 1, 0, 0.504997, 0.00194235 ), + 5, -0.690034, 1, 0, 0.502542, 0.00270364 ) ); + // itree = 167 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493982, -0.000460485 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51006, -0.00309259 ), 4, 0.782202, 1, 0, 0.496406, -0.00753037 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.340458, -0.00134958 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539031, 0.000696064 ), 3, -0.895476, 1, 0, 0.500826, 0.00180091 ), + 0, 8.77604, 1, 0, 0.499581, -0.000827108 ) ); + // itree = 168 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484787, -0.00148125 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50484, 0.000483236 ), 0, 8.26431, 1, 0, 0.503108, 0.00158965 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425436, -0.00539285 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.687214, 0.00615722 ), 3, 0.897273, 1, 0, 0.483216, -0.0116454 ), + 0, 9.48864, 1, 0, 0.499599, -0.000745572 ) ); + // itree = 169 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.312256, 0.00293022 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503344, -0.00372321 ), 3, -0.896463, 1, 0, 0.453403, -0.0131255 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.357654, -0.00212679 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537888, 0.00113461 ), 3, -0.895495, 1, 0, 0.510445, 0.00445987 ), + 4, -0.796051, 1, 0, 0.501778, 0.00178795 ) ); + // itree = 170 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443761, -0.00399986 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493036, -0.000321989 ), 4, -0.842763, 1, 0, 0.487003, -0.00455801 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4956, -0.0060065 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53279, 0.00186633 ), + 5, -0.78467, 1, 0, 0.528599, 0.00613463 ), + 4, 0.0484228, 1, 0, 0.498529, -0.00159524 ) ); + // itree = 171 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.376344, 0.00144946 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515531, -0.00157068 ), 3, -0.893811, 1, 0, 0.493652, -0.00827211 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.365626, -0.00360821 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581737, 0.00351828 ), 3, -0.801163, 1, 0, 0.499391, 0.0038684 ), + 0, 9.26688, 1, 0, 0.495536, -0.00428758 ) ); + // itree = 172 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47899, 0.000926824 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42618, -0.00353496 ), 0, 9.62116, 1, 0, 0.47336, 0.00431506 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.614159, -0.00311686 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.764435, 0.00822014 ), 3, 0.960198, 1, 0, 0.639615, -0.00853025 ), + 3, 0.89725, 1, 0, 0.502356, 0.00207476 ) ); + // itree = 173 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49006, 0.00299504 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421922, 0.000194831 ), 0, 8.44055, 1, 0, 0.430602, 0.00468918 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546744, -0.00171554 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.768017, 0.00986476 ), 3, 0.952852, 1, 0, 0.565553, -0.00651932 ), + 3, -0.707682, 1, 0, 0.499091, -0.000999274 ) ); + // itree = 174 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508518, 0.000708571 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495203, -0.000541337 ), 0, 8.80336, 1, 0, 0.499226, -4.70208e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.381146, 0.00235311 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517455, -0.00503858 ), 3, -0.895225, 1, 0, 0.484174, -0.020863 ), + 1, 4, 1, 0, 0.497095, -7.82396e-05 ) ); + // itree = 175 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413699, 0.00154606 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550552, -0.000807759 ), 3, -0.800821, 1, 0, 0.498773, 0.000330109 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418283, -0.00204398 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577414, 0.00636644 ), 3, -0.796126, 1, 0, 0.52606, 0.0199122 ), + 2, 3, 1, 0, 0.501755, -0.000149334 ) ); + // itree = 176 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477113, 0.000624667 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415707, -0.00560747 ), 0, 9.62739, 1, 0, 0.470797, 0.00177222 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.608717, -0.00320719 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.778408, 0.00945382 ), 3, 0.959893, 1, 0, 0.636832, -0.00845845 ), + 3, 0.896967, 1, 0, 0.500006, -2.75219e-05 ) ); + // itree = 177 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430168, 0.00064438 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578288, 0.00194378 ), 3, -0.707556, 1, 0, 0.505836, 0.00826186 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527462, -0.00374385 ), 4, 0.888467, 1, 0, 0.506727, 0.00707476 ) ); + // itree = 178 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498544, -0.00043258 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477074, -0.00490962 ), 5, 0.770053, 1, 0, 0.497038, -0.00574815 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.372082, -0.00242652 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581586, 0.00340027 ), 3, -0.801078, 1, 0, 0.500831, 0.00522392 ), + 0, 9.19153, 1, 0, 0.498521, -0.00145817 ) ); + // itree = 179 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494585, -0.000646916 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544673, 0.00314557 ), 0, 8.30647, 1, 0, 0.516241, 0.00906949 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48299, -0.00248481 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495757, -0.000465767 ), 0, 8.63072, 1, 0, 0.494861, -0.00396585 ), + 0, 8.50103, 1, 0, 0.497999, -0.00205289 ) ); + // itree = 180 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460511, -0.000673501 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494641, 0.00383657 ), 4, -0.851232, 1, 0, 0.476883, 0.00958742 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481516, -0.00229287 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504702, -9.96994e-05 ), 0, 8.27411, 1, 0, 0.502902, -0.00235715 ), + 4, -0.797663, 1, 0, 0.498989, -0.000560889 ) ); + // itree = 181 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487305, -0.0023032 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498175, -0.000111136 ), 0, 8.92747, 1, 0, 0.493893, -0.00827982 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500335, 0.000372857 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495809, -0.00165443 ), 5, 0.0529474, 1, 0, 0.499596, 0.00031365 ), + 1, 2, 1, 0, 0.497926, -0.00252445 ) ); + // itree = 182 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487819, -0.00117766 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537246, 0.00149414 ), 4, 0.795766, 1, 0, 0.493982, -0.00553455 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475473, 0.000190874 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488372, -0.00601926 ), 4, -0.796607, 1, 0, 0.483312, -0.0234823 ), + 5, 0.0513961, 1, 0, 0.492616, -0.00783294 ) ); + // itree = 183 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495545, -0.000888528 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504476, 0.00117016 ), 1, 2, 1, 0, 0.501455, -2.06304e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454592, -0.000604253 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57935, -0.0104906 ), 3, 0.893872, 1, 0, 0.485622, -0.0169622 ), + 1, 4, 1, 0, 0.499206, -0.000324952 ) ); + // itree = 184 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47635, -0.00177007 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501201, 0.000295117 ), 0, 8.17292, 1, 0, 0.499872, 0.000770491 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410519, 0.0060429 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555343, 0.000308575 ), 3, -0.895287, 1, 0, 0.510607, 0.012388 ), + 5, 0.0515983, 1, 0, 0.501249, 0.00226063 ) ); + // itree = 185 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441102, 0.00618396 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576765, -0.000358805 ), 3, -0.70522, 1, 0, 0.513401, 0.0176431 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456022, -0.0022557 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504034, -3.87242e-05 ), 4, -0.796439, 1, 0, 0.498002, -0.00185211 ), + 5, -0.690645, 1, 0, 0.499876, 0.000520436 ) ); + // itree = 186 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446007, 0.000815405 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.569104, -0.00108488 ), 3, 0.802979, 1, 0, 0.492339, 0.000751801 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538396, 0.00327285 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534443, -0.00153088 ), 4, 0.870217, 1, 0, 0.537568, 0.0147915 ), + 4, 0.044946, 1, 0, 0.505066, 0.00470237 ) ); + // itree = 187 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516743, 0.00222577 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503833, -0.00101345 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501698, 0.000591952 ), 0, 8.47754, 1, 0, 0.501888, 0.00220265 ), + 0, 8.17687, 1, 0, 0.502659, 0.00325025 ) ); + // itree = 188 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473325, 0.00120416 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491597, -0.00209842 ), 4, -0.790065, 1, 0, 0.489, -0.0140304 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457947, -0.000514076 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.667842, 0.00300356 ), 3, 0.89725, 1, 0, 0.499957, 0.000604504 ), + 0, 8.88742, 1, 0, 0.495968, -0.00472357 ) ); + // itree = 189 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43814, 0.00470261 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449328, 0.000246264 ), 5, -0.682356, 1, 0, 0.448245, 0.00426535 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572573, -0.00261532 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.62871, 0.00330927 ), 0, 9.48864, 1, 0, 0.583162, -0.01173 ), + 3, 0.802842, 1, 0, 0.498301, -0.00166911 ) ); + // itree = 190 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465661, -0.000692568 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.639583, 0.00120334 ), 3, 0.895348, 1, 0, 0.494528, -0.00267685 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51998, -0.00502617 ), 4, 0.890097, 1, 0, 0.49554, -0.00364008 ) ); + // itree = 191 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495402, 0.00112013 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519425, -0.000512312 ), 4, 0.0484228, 1, 0, 0.502564, 0.00412758 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551332, 0.00636675 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51082, 0.0019808 ), + 0, 9.08955, 1, 0, 0.532575, 0.0268553 ), + 2, 3, 1, 0, 0.505748, 4.95992e-05 ) ); + // itree = 192 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487019, -0.00163727 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500075, 0.000278581 ), 0, 8.96542, 1, 0, 0.494474, -0.00516841 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511587, 0.00188682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492882, -0.003913 ), 5, 0.790974, 1, 0, 0.509127, 0.00747838 ), + 1, 3, 1, 0, 0.499558, -0.000447466 ) ); + // itree = 193 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493986, -2.92925e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525663, 0.00788333 ), 5, 0.791569, 1, 0, 0.495062, 0.00132361 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428368, -0.00173444 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.620838, -0.0058595 ), 3, -0.706679, 1, 0, 0.511675, -0.0201514 ), + 4, 0.79865, 1, 0, 0.497609, -0.00196887 ) ); + // itree = 194 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451335, -0.000856101 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447634, 0.00127931 ), 1, 2, 1, 0, 0.448809, 0.00151814 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506843, -0.00644216 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59475, -0.000579343 ), 3, 0.820837, 1, 0, 0.586873, -0.00682162 ), + 3, 0.802842, 1, 0, 0.50058, -0.000237308 ) ); + // itree = 195 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504131, 0.000536227 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491241, -0.00136162 ), 0, 8.96379, 1, 0, 0.49671, -0.0018677 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518495, 0.00138985 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566049, 0.0102366 ), 0, 9.16626, 1, 0, 0.539646, 0.0246571 ), + 5, 0.779298, 1, 0, 0.499456, -0.000171471 ) ); + // itree = 196 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444623, -0.000128073 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595565, 0.00127222 ), 3, 0.800909, 1, 0, 0.500522, 0.00227437 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49089, 0.00109551 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508926, -0.00847504 ), 4, -0.797226, 1, 0, 0.499227, -0.0180066 ), + 5, 0.789909, 1, 0, 0.50045, 0.00115349 ) ); + // itree = 197 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488191, -0.000497782 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486291, -0.00345868 ), 2, 3, 1, 0, 0.487971, 6.17573e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556665, 0.00313219 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537163, 0.00102029 ), 0, 8.88622, 1, 0, 0.543294, 0.0116382 ), + 4, 0.796457, 1, 0, 0.496718, -0.00244139 ) ); + // itree = 198 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472363, 0.000333363 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.3998, -0.00910073 ), 0, 9.84059, 1, 0, 0.469212, 0.000860502 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.618278, 0.000296777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.772555, 0.0105723 ), 3, 0.950897, 1, 0, 0.659878, 0.014283 ), + 3, 0.896957, 1, 0, 0.501812, 0.00315547 ) ); + // itree = 199 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504236, -0.000203639 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51757, 0.00196493 ), 1, 2, 1, 0, 0.513607, 0.000240424 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482212, -0.00350212 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4979, -0.000329676 ), 5, -0.688947, 1, 0, 0.495903, -0.00370334 ), + 0, 8.80726, 1, 0, 0.501317, 0.000989273 ) ); + // itree = 200 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407637, 0.00340552 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525773, 0.000288614 ), 3, -0.890895, 1, 0, 0.507659, 0.00601485 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.417957, -0.0019639 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.610887, 0.000638294 ), 3, 0.802229, 1, 0, 0.493688, -0.00448079 ), + 0, 9.04212, 1, 0, 0.500389, 0.000553482 ) ); + // itree = 201 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.2531, -0.00635449 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439797, -0.00012029 ), 3, -0.95202, 1, 0, 0.423171, -0.00328748 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548198, -0.000544516 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593651, 0.00213661 ), 4, -0.704113, 1, 0, 0.58005, 0.00830763 ), + 3, -0.707496, 1, 0, 0.502588, 0.00258231 ) ); + // itree = 202 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476362, 0.00296928 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481356, -0.0018854 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498992, -0.000558466 ), 0, 8.27411, 1, 0, + 0.497649, -0.00454588 ), + 4, -0.893017, 1, 0, 0.496886, -0.00381925 ) ); + // itree = 203 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38658, 0.00220943 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517079, -0.00103307 ), 3, -0.893625, 1, 0, 0.497079, -0.00437613 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.328572, -0.000469582 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548343, 0.00229477 ), 3, -0.89604, 1, 0, 0.502296, 0.00768803 ), + 0, 9.17431, 1, 0, 0.499193, 0.000514056 ) ); + // itree = 204 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481397, 0.000804198 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43722, -0.00163831 ), 0, 9.41305, 1, 0, 0.472039, 0.00312919 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59396, -0.000647606 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.658097, -0.00417784 ), 4, -0.702953, 1, 0, 0.631213, -0.0139306 ), + 3, 0.896631, 1, 0, 0.499461, 0.000190201 ) ); + // itree = 205 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478751, 0.00214873 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499636, -0.000195323 ), 4, -0.795924, 1, 0, 0.497416, 0.000273072 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462406, -0.000268577 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612985, -0.00491459 ), 3, 0.897302, 1, 0, 0.495676, -0.00734389 ), + 1, 3, 1, 0, 0.49681, -0.000377922 ) ); + // itree = 206 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500654, 0.000594207 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498953, -0.00168206 ), 2, 3, 1, 0, 0.500467, -0.000136114 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518299, -0.00335579 ), 4, 0.889676, 1, 0, 0.501182, 0.00156957 ) ); + // itree = 207 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410161, 0.00322558 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.459183, -3.56128e-05 ), 4, -0.697235, 1, 0, 0.448647, 0.00413462 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53649, -0.0036215 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.604831, 0.000166153 ), 4, -0.796798, 1, 0, 0.588655, -0.00443067 ), + 3, 0.802609, 1, 0, 0.500767, 0.00094601 ) ); + // itree = 208 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494016, 0.000146499 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508809, -0.00267434 ), 4, 0.78749, 1, 0, 0.495763, -0.00106163 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45386, 0.00279215 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593305, 0.000257905 ), 3, 0.800317, 1, 0, 0.511354, 0.0113745 ), + 1, 3, 1, 0, 0.501227, 0.00150489 ) ); + // itree = 209 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429969, -0.00519663 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497965, -0.000387147 ), 4, -0.892962, 1, 0, 0.495857, -0.00326513 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535884, 0.00299331 ), 1, 5, 1, 0, 0.497724, -0.000293537 ) ); + // itree = 210 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480157, 0.00332401 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461466, -0.00236361 ), 5, -0.784353, 1, 0, 0.463329, -0.0114984 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514554, 0.00122059 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51696, -0.000595375 ), 1, 4, 1, 0, 0.514853, 0.00280373 ), + 4, -0.705253, 1, 0, 0.50072, 0.0013995 ) ); + // itree = 211 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493089, 0.000258948 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45664, -0.00494275 ), 5, 0.791569, 1, 0, 0.491691, 0.000391524 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537699, 0.00197646 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515724, -0.0009004 ), 0, 9.27029, 1, 0, 0.530545, 0.00827484 ), + 4, 0.0473594, 1, 0, 0.502517, 0.00258803 ) ); + // itree = 212 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496332, -0.000241905 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482361, -0.00348745 ), 2, 2, 1, 0, 0.489965, -0.00281874 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450704, 0.00171171 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582621, -0.00174204 ), 3, 0.802324, 1, 0, 0.503155, 0.00250595 ), + 1, 2, 1, 0, 0.499291, -0.00081677 ) ); + // itree = 213 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498824, -0.000450217 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479682, -0.0050375 ), 5, 0.779147, 1, 0, 0.49767, -0.0049345 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.402895, -0.000834984 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.634101, 0.00550831 ), 3, 0.80142, 1, 0, 0.495786, 0.00587435 ), + 0, 9.48864, 1, 0, 0.497338, -0.00302821 ) ); + // itree = 214 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482327, 0.00113451 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508392, -0.000266804 ), 4, -0.701814, 1, 0, 0.501296, 0.000710541 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458747, -0.008096 ), 0, 9.94938, 1, 0, 0.500069, 1.60197e-05 ) ); + // itree = 215 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484356, 0.00142904 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503269, -0.00110198 ), 4, -0.696794, 1, 0, 0.498134, -0.00335656 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469908, -0.000314693 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516002, 0.00236654 ), 4, -0.701404, 1, 0, 0.503304, 0.00753853 ), + 0, 9.04529, 1, 0, 0.500786, 0.00223249 ) ); + // itree = 216 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532797, 0.0028557 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502268, 0.000714159 ), 0, 8.62644, 1, 0, 0.508368, 0.0086358 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.409748, 0.000382402 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544573, -0.00191899 ), 3, -0.802119, 1, 0, 0.492177, -0.00661543 ), + 1, 2, 1, 0, 0.496949, -0.00112468 ) ); + // itree = 217 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489947, 0.000246508 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504451, -0.00288325 ), 4, 0.0466187, 1, 0, 0.494431, -0.00453102 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440418, 0.000203538 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58266, 0.00337327 ), 3, -0.704411, 1, 0, 0.51182, 0.0107184 ), + 2, 2, 1, 0, 0.501792, -0.000957883 ) ); + // itree = 218 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477573, 0.00197546 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502394, -0.000881246 ), 4, -0.797621, 1, 0, 0.498775, -0.00327466 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441822, 0.00191811 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.71502, 0.0134719 ), + 3, 0.895143, 1, 0, 0.504001, 0.014341 ), + 0, 9.59206, 1, 0, 0.499429, -0.00107117 ) ); + // itree = 219 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451017, -0.00242756 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505702, -0.000419676 ), 4, -0.793306, 1, 0, 0.49719, -0.00540746 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524991, 0.00345872 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496422, 0.00015544 ), 0, 9.33883, 1, 0, 0.502721, 0.00422106 ), + 0, 9.23951, 1, 0, 0.499142, -0.00200889 ) ); + // itree = 220 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504806, 0.00135979 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486824, -0.000843914 ), 0, 9.04212, 1, 0, 0.495647, 0.00344073 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488973, -0.00397656 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522361, 0.000198631 ), 0, 8.52592, 1, 0, 0.517137, -0.00510018 ), + 4, 0.048679, 1, 0, 0.501681, 0.0010427 ) ); + // itree = 221 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546679, 0.00404866 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511058, 0.000686043 ), 2, 2, 1, 0, 0.531613, 3.69785e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491576, -0.00135814 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50365, 0.000816793 ), 0, 8.78911, 1, 0, 0.501116, 0.000984159 ), + 0, 8.38523, 1, 0, 0.504312, 0.00368633 ) ); + // itree = 222 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478995, -0.00294504 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501291, 9.09361e-05 ), 0, 9.02616, 1, 0, 0.490878, -0.0111334 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506499, 0.000745313 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491093, -0.00156914 ), 0, 9.0014, 1, 0, 0.498074, -0.00119387 ), + 1, 2, 1, 0, 0.495958, -0.00047086 ) ); + // itree = 223 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457349, -4.63618e-07 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491898, 0.00355173 ), 4, -0.902941, 1, 0, 0.485613, 0.0176553 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494876, -0.0062492 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500206, -0.000806481 ), 5, -0.780594, 1, 0, 0.5, -0.00631897 ), + 4, -0.795882, 1, 0, 0.497773, -0.00260742 ) ); + // itree = 224 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420853, 0.000165777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444499, -0.00517168 ), 3, -0.758676, 1, 0, 0.42337, -0.0030365 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576396, 0.0028474 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580574, 0.000518487 ), 0, 8.67882, 1, 0, 0.579623, 0.00805596 ), + 3, -0.707638, 1, 0, 0.503163, 0.00262807 ) ); + // itree = 225 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435919, 0.00268048 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428713, -0.00114863 ), 2, 2, 1, 0, 0.432876, -0.00128127 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517532, -0.00199206 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.630616, 0.00140569 ), 3, 0.87433, 1, 0, 0.567795, -0.00411654 ), + 3, -0.70791, 1, 0, 0.501208, 0.00151615 ) ); + // itree = 226 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474713, -0.00256242 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497351, -0.000476703 ), 0, 8.28316, 1, 0, 0.495581, -0.0046746 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460707, -0.00232414 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534374, 0.00278382 ), 4, -0.796005, 1, 0, 0.513614, 0.00889244 ), + 1, 4, 1, 0, 0.498136, -0.00140544 ) ); + // itree = 227 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.329444, -0.00313368 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526527, -4.3271e-05 ), 3, -0.896116, 1, 0, 0.49721, -0.00269179 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506735, 0.00441028 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527074, -0.000425829 ), 4, -0.70209, 1, 0, 0.516262, 0.0130385 ), + 5, 0.0492926, 1, 0, 0.499594, -0.000722857 ) ); + // itree = 228 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462998, -0.00576392 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514815, 0.00348047 ), 2, 2, 1, 0, 0.479176, -0.00467298 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499513, 5.38952e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572088, 0.00711142 ), 4, 0.886841, 1, 0, 0.501595, 0.00142861 ), + 5, -0.69014, 1, 0, 0.498852, -0.000982954 ) ); + // itree = 229 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463774, -0.0029817 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532715, 0.00192599 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490074, -0.00147433 ), 0, 8.55361, 1, 0, + 0.494766, -0.00529224 ), + 0, 8.26181, 1, 0, 0.492599, -0.00711303 ) ); + // itree = 230 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511318, 0.000605528 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474376, -0.00366939 ), 2, 2, 1, 0, 0.495363, -4.14321e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509263, 0.00198825 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497062, -0.000100909 ), 0, 8.95205, 1, 0, 0.499863, 0.00294726 ), + 0, 8.69523, 1, 0, 0.498801, -0.000253062 ) ); + // itree = 231 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468937, 0.00249459 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452392, -0.00290876 ), 5, -0.782962, 1, 0, 0.455317, -0.011438 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494739, -0.000223942 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528407, 0.000975395 ), 4, 0.0511286, 1, 0, 0.505971, 0.00107195 ), + 4, -0.796439, 1, 0, 0.498199, -0.000847534 ) ); + // itree = 232 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501769, -6.12453e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511619, 0.00173484 ), 0, 8.93817, 1, 0, 0.505738, 0.00373513 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437399, -0.00265625 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.684794, 0.00440038 ), 3, 0.897322, 1, 0, 0.489887, -0.00555315 ), + 0, 9.26688, 1, 0, 0.500501, 0.000666736 ) ); + // itree = 233 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493949, -0.000879257 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492719, 0.0027913 ), 0, 9.647, 1, 0, 0.493822, -0.00424065 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53351, 0.00334268 ), 5, 0.793101, 1, 0, 0.495893, -0.00298387 ) ); + // itree = 234 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48798, -0.00110426 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509089, 0.00160715 ), 5, -0.691197, 1, 0, 0.506013, 0.00812442 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445393, -0.00460428 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509507, 0.00036892 ), 4, -0.696187, 1, 0, 0.494735, -0.00443292 ), + 2, 2, 1, 0, 0.501222, -6.91529e-05 ) ); + // itree = 235 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.260991, -0.0035324 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.402281, 0.00441778 ), 3, -0.953534, 1, 0, 0.369161, 0.0163196 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483279, -0.00194695 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53459, 0.000519184 ), 0, 8.20497, 1, 0, 0.531241, 0.00167495 ), + 3, -0.895131, 1, 0, 0.50292, 0.00423386 ) ); + // itree = 236 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425337, -0.00538257 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488821, 0.00178718 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506234, -0.000560497 ), 4, -0.712421, 1, 0, + 0.501976, 9.84182e-05 ), + 4, -0.891268, 1, 0, 0.499113, -0.000989004 ) ); + // itree = 237 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465426, -0.0025483 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499102, 2.42483e-05 ), 0, 8.20497, 1, 0, 0.497228, -0.00125233 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518059, -0.000134841 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545782, 0.00665105 ), 5, 0.81798, 1, 0, 0.533958, 0.0219401 ), + 5, 0.782865, 1, 0, 0.499478, 0.000168357 ) ); + // itree = 238 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492393, -5.61388e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519066, -0.00230166 ), 4, 0.796378, 1, 0, 0.497188, -0.00279493 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508884, 0.00135172 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493438, -0.000868227 ), 1, 3, 1, 0, 0.504033, 0.000653264 ), + 2, 2, 1, 0, 0.500095, 1.70789e-06 ) ); + // itree = 239 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474529, 0.00062068 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448682, 0.00560795 ), 4, 0.88698, 1, 0, 0.473727, 0.00492395 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.585531, -0.00341041 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.671797, 0.000206563 ), 3, 0.924231, 1, 0, 0.640334, -0.00652917 ), + 3, 0.89726, 1, 0, 0.502591, 0.00293976 ) ); + // itree = 240 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503111, 0.000774917 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549804, 0.00289162 ), 4, 0.0441182, 1, 0, 0.515159, 0.0124563 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494298, -0.000769289 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502117, 0.00451733 ), 0, 9.70108, 1, 0, 0.495159, -0.0022132 ), + 0, 8.70158, 1, 0, 0.50003, 0.00135956 ) ); + // itree = 241 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501492, 0.000689338 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552976, 0.00752858 ), 2, 3, 1, 0, 0.508102, -0.00343613 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491503, -0.00112969 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478763, -0.00648269 ), 5, 0.790038, 1, 0, 0.490583, -0.00932096 ), + 1, 2, 1, 0, 0.495787, -0.00222647 ) ); + // itree = 242 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492127, 0.00256052 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466943, -0.00280664 ), 0, 9.43266, 1, 0, 0.486911, 0.0120515 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498602, -0.0015173 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518134, 0.00129585 ), 2, 2, 1, 0, 0.507393, -0.00053359 ), + 4, -0.702353, 1, 0, 0.501798, 0.00188385 ) ); + // itree = 243 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487976, -0.00147445 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538304, 0.00367167 ), 2, 3, 1, 0, 0.494266, -0.00033757 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498248, 0.000329018 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534667, 0.00296116 ), 1, 5, 1, 0, 0.500753, 9.15812e-05 ), + 1, 2, 1, 0, 0.498859, 0.000538588 ) ); + // itree = 244 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513025, 0.0022732 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489411, 9.72559e-05 ), 0, 8.89914, 1, 0, 0.498344, 0.00772798 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424594, -0.00212072 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.605621, 0.000578564 ), 3, -0.801014, 1, 0, 0.518289, -0.00460029 ), + 4, 0.0475076, 1, 0, 0.503936, 0.0042717 ) ); + // itree = 245 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443396, -0.00381569 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513299, 0.000110661 ), 4, -0.695169, 1, 0, 0.494772, -0.00865877 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525077, 0.00543472 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499814, 0.000374465 ), 5, -0.783966, 1, 0, 0.501359, 0.00348698 ), + 0, 8.77604, 1, 0, 0.499499, 5.65954e-05 ) ); + // itree = 246 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50849, 0.00314899 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518509, 0.000414864 ), 4, -0.684975, 1, 0, 0.515799, 0.01086 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496911, -0.000641178 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498664, 0.00204669 ), 0, 9.4104, 1, 0, 0.497412, -0.000508192 ), + 0, 8.61819, 1, 0, 0.501097, 0.00177045 ) ); + // itree = 247 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440047, -0.00404257 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478548, 0.00106623 ), 4, -0.848842, 1, 0, 0.458126, -0.00924249 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528813, 0.00177674 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505999, 0.000169792 ), 0, 8.43922, 1, 0, 0.508919, 0.00307367 ), + 4, -0.795259, 1, 0, 0.500909, 0.00113144 ) ); + // itree = 248 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480457, 0.000682777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501626, -0.000942878 ), 4, -0.702722, 1, 0, 0.495958, -0.0032594 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548391, 0.00493397 ), 1, 5, 1, 0, 0.498477, -0.000694454 ) ); + // itree = 249 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483615, 0.002766 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506535, -9.92971e-05 ), 4, -0.796167, 1, 0, 0.503089, 0.00202941 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407153, 0.00154543 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.664444, 0.0123861 ), 3, 0.800594, 1, 0, 0.510418, 0.019349 ), + 0, 9.62217, 1, 0, 0.503921, 0.00399414 ) ); + // itree = 250 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492958, -0.000845928 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510082, 0.00107388 ), 0, 8.31624, 1, 0, 0.508002, 0.00532387 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433511, -0.00333 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.687191, 0.00334612 ), 3, 0.89698, 1, 0, 0.487384, -0.00837474 ), + 0, 9.32976, 1, 0, 0.502193, 0.0014647 ) ); + // itree = 251 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462681, -0.00134767 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508236, 0.000580033 ), 4, -0.796227, 1, 0, 0.500898, 0.00186432 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488663, -0.00370063 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49953, -0.000443396 ), 0, 9.29086, 1, 0, 0.491839, -0.0170156 ), + 2, 3, 1, 0, 0.499911, 0.000396141 ) ); + // itree = 252 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519471, 0.00244987 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499001, -0.00129121 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501761, 0.00052649 ), 0, 8.62692, 1, 0, 0.501326, 0.00054184 ), + 0, 8.17687, 1, 0, 0.502286, 0.00185779 ) ); + // itree = 253 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453582, -0.00340515 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494685, 0.00215856 ), 5, 0.0463565, 1, 0, 0.463516, -0.0129472 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533154, 0.00191972 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507348, -0.000215181 ), 0, 8.67946, 1, 0, 0.513486, 0.00333249 ), + 4, -0.704907, 1, 0, 0.4998, -0.00112635 ) ); + // itree = 254 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519606, 0.00254518 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494348, -0.000766433 ), 0, 8.13708, 1, 0, 0.495517, -0.00338874 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573986, 0.00636223 ), 4, 0.892328, 1, 0, 0.498519, -0.00201147 ) ); + // itree = 255 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457919, -0.00119991 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433739, 0.000335958 ), 0, 8.82797, 1, 0, 0.441569, -0.00231286 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544935, -0.000220053 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.625356, 0.00242576 ), 3, 0.856138, 1, 0, 0.601834, 0.00941456 ), + 3, 0.802208, 1, 0, 0.501167, 0.00204825 ) ); + // itree = 256 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448262, -0.00706767 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499706, -0.00118934 ), 1, 4, 1, 0, 0.47409, -0.0137384 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515266, 0.00135501 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498511, -0.000178087 ), 0, 9.0014, 1, 0, 0.506098, 0.00453616 ), + 5, -0.783074, 1, 0, 0.504196, 0.00280408 ) ); + // itree = 257 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478499, 0.00205045 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484732, -0.00156671 ), 4, -0.845805, 1, 0, 0.483973, -0.00739989 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527671, 0.0016671 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523444, -0.0028194 ), 4, 0.872166, 1, 0, 0.526799, 0.00505369 ), + 4, 0.046733, 1, 0, 0.49598, -0.00390831 ) ); + // itree = 258 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521346, 0.00456517 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509331, 0.00217829 ), 5, -0.828158, 1, 0, 0.515299, 0.0200531 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50001, 3.26367e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528453, 0.00308691 ), 5, 0.810775, 1, 0, 0.501226, 0.000979457 ), + 5, -0.783966, 1, 0, 0.502019, 0.00205396 ) ); + // itree = 259 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411138, 0.0022105 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465503, -0.000944446 ), 3, -0.836011, 1, 0, 0.432143, 0.00549532 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537134, -0.00310598 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.620259, 9.65744e-05 ), 4, 0.0452317, 1, 0, 0.557914, -0.0146663 ), + 3, -0.707496, 1, 0, 0.495668, -0.00468791 ) ); + // itree = 260 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496656, -0.000602249 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520323, 0.00181808 ), 1, 4, 1, 0, 0.500065, 2.39543e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.416873, 0.00346556 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.589699, 4.47096e-05 ), 3, -0.707726, 1, 0, 0.504843, 0.00746085 ), + 0, 9.17431, 1, 0, 0.502004, 0.0019271 ) ); + // itree = 261 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.262839, -0.00819156 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448618, 2.51307e-05 ), 3, -0.938916, 1, 0, 0.42142, -0.00572707 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47104, -0.00517248 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582173, 0.00110169 ), 3, 0.745857, 1, 0, 0.574081, 0.00337718 ), + 3, -0.70737, 1, 0, 0.498954, -0.00110317 ) ); + // itree = 262 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501923, -0.000185995 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473217, -0.0034752 ), 1, 3, 1, 0, 0.492127, -0.000813326 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511167, 0.0025703 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494856, -0.000674741 ), 5, -0.690645, 1, 0, 0.496952, -0.00141717 ), + 0, 8.72796, 1, 0, 0.495745, -0.00409207 ) ); + // itree = 263 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495669, 0.000407249 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473615, -0.00296394 ), 0, 9.51183, 1, 0, 0.491939, 0.000498492 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536764, 0.00328937 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525408, -0.00265688 ), 4, 0.859488, 1, 0, 0.533914, 0.011822 ), + 4, 0.046733, 1, 0, 0.503854, 0.00371289 ) ); + // itree = 264 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489243, -0.00151539 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527782, 0.00211999 ), 2, 3, 1, 0, 0.493416, -0.000703105 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502558, 0.000811239 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484293, -0.00489822 ), 2, 3, 1, 0, 0.50061, 0.00114494 ), + 0, 8.95951, 1, 0, 0.497621, -0.00321214 ) ); + // itree = 265 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500817, 0.00341322 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557263, 0.00114625 ), 3, -0.698881, 1, 0, 0.528792, 0.0234931 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482069, -0.00215566 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501404, 0.000511213 ), 0, 8.88766, 1, 0, 0.496289, -0.00265411 ), + 0, 8.47044, 1, 0, 0.50075, 0.000934459 ) ); + // itree = 266 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495618, 0.00108311 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519237, -0.000730766 ), 4, 0.0484228, 1, 0, 0.502934, 0.00353295 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484787, -0.00203288 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499153, -0.000316276 ), 0, 8.945, 1, 0, 0.493129, -0.00769567 ), + 2, 2, 1, 0, 0.498799, -0.000551483 ) ); + // itree = 267 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.268033, -0.000322391 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.387704, 0.00333083 ), 3, -0.962927, 1, 0, 0.370194, 0.0161135 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529566, 0.000521941 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527572, -0.00183348 ), 1, 3, 1, 0, 0.528904, -0.000245181 ), + 3, -0.895537, 1, 0, 0.501735, 0.00135948 ) ); + // itree = 268 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473025, -0.00198442 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518723, 0.000919695 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495545, -0.000612844 ), 0, 8.66029, 1, 0, + 0.49955, -0.00124814 ), + 0, 8.20497, 1, 0, 0.498061, -0.00231351 ) ); + // itree = 269 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457593, -0.00356615 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506124, 0.00123445 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493358, -0.0013513 ), 1, 3, 1, 0, 0.501618, 0.00165702 ), + 0, 8.12827, 1, 0, 0.499629, 0.000250835 ) ); + // itree = 270 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.218889, -0.0113566 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41516, -0.000602524 ), 3, -0.962922, 1, 0, 0.401919, -0.006941 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550626, 0.00198127 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.603641, -0.000472906 ), 4, 0.0438924, 1, 0, 0.562952, 0.00916789 ), + 3, -0.801163, 1, 0, 0.503126, 0.00318322 ) ); + // itree = 271 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508893, 0.00355541 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514344, -3.85185e-05 ), 4, -0.689976, 1, 0, 0.512891, 0.00865728 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494926, -0.000820597 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507364, 0.00911849 ), 0, 9.97751, 1, 0, 0.495352, -0.00342371 ), + 0, 8.69274, 1, 0, 0.499485, -0.00057732 ) ); + // itree = 272 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.331258, -0.0026467 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527951, 1.78274e-05 ), 3, -0.896055, 1, 0, 0.496153, -0.00225886 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544732, 0.00391375 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512846, 0.00106992 ), 0, 8.91211, 1, 0, 0.524752, 0.0161935 ), + 1, 4, 1, 0, 0.500219, 0.00108303 ) ); + // itree = 273 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493549, 0.0025248 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462845, -0.00403368 ), 0, 9.53235, 1, 0, 0.488945, 0.0121792 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507141, -0.000627975 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508826, 0.00169562 ), 0, 9.4152, 1, 0, 0.507514, -0.00200472 ), + 4, -0.705253, 1, 0, 0.502455, 0.00185955 ) ); + // itree = 274 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411865, -0.00199133 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444753, 0.0011282 ), 4, 0.796318, 1, 0, 0.417577, -0.00911107 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525821, 0.00227212 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593422, 0.000261084 ), 3, 0.79763, 1, 0, 0.577142, 0.00509162 ), + 3, -0.707682, 1, 0, 0.499041, -0.00186002 ) ); + // itree = 275 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429232, -0.000381415 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.434452, 0.00162009 ), 1, 2, 1, 0, 0.432939, 0.00175192 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516525, -0.00190438 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.63061, 0.00105802 ), 3, 0.874841, 1, 0, 0.567237, -0.00456257 ), + 3, -0.707596, 1, 0, 0.500666, 0.000880682 ) ); + // itree = 276 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508483, 0.00109195 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511891, -0.00199378 ), 1, 5, 1, 0, 0.508644, -0.000227584 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496998, -0.000544412 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461646, -0.00910886 ), 0, 9.8574, 1, 0, 0.492248, -0.00567419 ), + 0, 9.27029, 1, 0, 0.503354, 0.00293884 ) ); + // itree = 277 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471, -0.000677347 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47397, 0.0013569 ), 1, 2, 1, 0, 0.473035, 0.000162012 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582482, -0.00483559 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.696634, 0.00156472 ), 3, 0.933222, 1, 0, 0.638697, -0.0104103 ), + 3, 0.89726, 1, 0, 0.501187, 0.00193613 ) ); + // itree = 278 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495, 0.00103515 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460115, -0.000159804 ), 0, 8.84019, 1, 0, 0.472013, 0.002582 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551911, -0.00686101 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.657516, -0.00112332 ), 3, 0.913762, 1, 0, 0.631689, -0.0145892 ), + 3, 0.89579, 1, 0, 0.500472, -0.000478476 ) ); + // itree = 279 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499743, -0.000360899 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494713, -0.00253732 ), 0, 8.34564, 1, 0, 0.497565, -0.0121776 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492845, 0.00563102 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500717, -2.86929e-05 ), 4, -0.892817, 1, 0, 0.500412, 0.000868323 ), + 0, 8.5443, 1, 0, 0.499935, -0.00131778 ) ); + // itree = 280 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467461, -0.000376364 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.637212, -0.00248221 ), 3, 0.896957, 1, 0, 0.494927, -0.00419877 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535703, 0.00327081 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499554, -0.00108737 ), 0, 8.95822, 1, 0, 0.514257, 0.007974 ), + 1, 4, 1, 0, 0.497585, -0.000967691 ) ); + // itree = 281 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484634, -0.00154912 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499536, 8.71537e-05 ), 5, -0.690034, 1, 0, 0.497609, -0.000700734 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546885, 0.00492219 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50513, 0.00193722 ), 0, 8.90281, 1, 0, 0.521223, 0.0191561 ), + 2, 3, 1, 0, 0.500147, -4.86781e-05 ) ); + // itree = 282 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419823, -0.00543148 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506639, -0.000548813 ), 4, -0.779019, 1, 0, 0.492435, -0.0125927 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464564, 0.000354125 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.642629, -0.00252015 ), 3, 0.897308, 1, 0, 0.498324, -0.000644715 ), + 0, 8.72195, 1, 0, 0.496819, -0.0036994 ) ); + // itree = 283 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419987, 0.000201269 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420856, -0.0025949 ), 2, 2, 1, 0, 0.420355, -0.000953231 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543465, 0.00142318 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.64344, -0.00115706 ), 3, 0.901111, 1, 0, 0.575619, 0.00445699 ), + 3, -0.70727, 1, 0, 0.498703, -0.000643654 ) ); + // itree = 284 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490706, 0.00267237 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467175, -0.00178743 ), 1, 4, 1, 0, 0.486376, 0.00407528 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502726, -0.000408357 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553477, 0.00263841 ), 5, 0.0492334, 1, 0, 0.506984, -0.000982491 ), + 4, -0.70241, 1, 0, 0.501422, 0.00235122 ) ); + // itree = 285 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485388, -0.00170879 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524904, 0.00151727 ), 5, 0.0456227, 1, 0, 0.490097, -0.0113348 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43361, -0.00666146 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506876, 0.00137375 ), 4, -0.891268, 1, 0, 0.503548, 0.0051325 ), + 0, 8.91595, 1, 0, 0.498359, -0.00122066 ) ); + // itree = 286 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460178, -0.00344052 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472424, -0.000919632 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519599, 0.0016218 ), 4, -0.705343, 1, 0, 0.506555, 0.00568776 ), + 0, 8.17687, 1, 0, 0.504092, 0.00352463 ) ); + // itree = 287 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435658, -7.30457e-06 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440542, -0.00243694 ), 2, 2, 1, 0, 0.437823, -0.000328294 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58985, -0.00120485 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.603202, 0.00291192 ), 2, 2, 1, 0, 0.595116, -0.00117291 ), + 3, 0.802058, 1, 0, 0.497151, -0.00334663 ) ); + // itree = 288 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.316598, -0.00586863 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413796, -0.00107352 ), 4, -0.796227, 1, 0, 0.396656, -0.0113231 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552468, 0.00155012 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562565, -0.00113584 ), 0, 9.03062, 1, 0, 0.55763, 0.00343741 ), + 3, -0.80209, 1, 0, 0.498741, -0.00196244 ) ); + // itree = 289 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509748, 0.000259744 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488687, -0.00181207 ), 0, 8.52794, 1, 0, 0.494262, -0.00852687 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.416459, -0.00107323 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.622893, 0.0023569 ), 3, 0.802208, 1, 0, 0.498631, 0.00104521 ), + 0, 9.1746, 1, 0, 0.496014, -0.00468913 ) ); + // itree = 290 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466718, -0.00143242 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511073, 0.00170813 ), 4, -0.701993, 1, 0, 0.494181, 0.00345528 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514559, -0.000687588 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508999, -0.00568953 ), 4, 0.870532, 1, 0, 0.513431, -0.00986324 ), + 4, 0.047128, 1, 0, 0.499586, -0.000283707 ) ); + // itree = 291 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446789, 0.00229311 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562696, -0.000950817 ), 3, -0.706946, 1, 0, 0.505841, 0.0041629 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509356, 0.000389939 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490554, -0.00127243 ), 0, 8.65759, 1, 0, 0.4946, -0.00457734 ), + 1, 2, 1, 0, 0.497926, 0.000101697 ) ); + // itree = 292 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43896, -0.00462918 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48144, 0.00179755 ), 4, -0.834657, 1, 0, 0.453251, -0.0132651 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496111, -0.00423045 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508472, 0.000673863 ), 5, -0.78285, 1, 0, 0.507982, 0.00320996 ), + 4, -0.798862, 1, 0, 0.49983, 0.000756241 ) ); + // itree = 293 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490486, -0.00124191 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537357, 0.00309644 ), 5, 0.792653, 1, 0, 0.492898, -0.0075223 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497686, 0.000931044 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535258, 0.00765665 ), 5, 0.0435014, 1, 0, 0.5024, 0.00698867 ), + 0, 9.27698, 1, 0, 0.495942, -0.00287367 ) ); + // itree = 294 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475872, -0.00164028 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505488, 0.00109798 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499038, -9.70711e-05 ), 2, 2, 1, 0, 0.502767, 0.00283769 ), + 0, 8.20497, 1, 0, 0.50116, 0.00249222 ) ); + // itree = 295 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509927, 0.00182457 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.330432, -0.00363756 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530968, -4.87901e-05 ), 3, -0.89604, 1, 0, + 0.496251, -0.00350684 ), + 0, 8.24309, 1, 0, 0.49714, -0.00207021 ) ); + // itree = 296 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.349349, 0.00795752 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511673, -0.000590432 ), 3, -0.895259, 1, 0, 0.479162, 0.0054867 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500926, -0.000878693 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496865, -0.00425576 ), 1, 4, 1, 0, 0.500421, -0.00378764 ), + 4, -0.703513, 1, 0, 0.494619, -0.00439221 ) ); + // itree = 297 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475619, -0.0018633 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476016, 0.00441983 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502458, 0.000136867 ), 4, -0.89294, 1, 0, + 0.501479, 0.00165513 ), + 0, 8.20497, 1, 0, 0.499947, 0.000430482 ) ); + // itree = 298 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.381183, -0.00417355 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411386, 0.00088538 ), 1, 2, 1, 0, 0.403656, -0.0040769 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500451, 0.00230685 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577596, 0.000502628 ), 3, 0.734544, 1, 0, 0.559851, 0.0061793 ), + 3, -0.802184, 1, 0, 0.5025, 0.0029241 ) ); + // itree = 299 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.311828, -0.00388334 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.378236, 0.00470492 ), 1, 2, 1, 0, 0.363233, 0.0115142 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52749, -0.000104512 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528388, -0.00575762 ), 1, 5, 1, 0, 0.527531, 0.000350875 ), + 3, -0.896324, 1, 0, 0.499473, 0.00052647 ) ); + // itree = 300 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493626, -0.000762133 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499262, 0.000820945 ), 0, 9.21199, 1, 0, 0.495707, -0.0023457 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509529, 0.00177434 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505375, -0.00275531 ), 5, 0.793101, 1, 0, 0.509008, 0.00791774 ), + 1, 3, 1, 0, 0.50036, 0.00110187 ) ); + // itree = 301 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.374886, -0.00284277 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467985, 0.00190854 ), 3, -0.847046, 1, 0, 0.397462, -0.00945699 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560217, 0.00131027 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.628411, 0.00682834 ), 1, 5, 1, 0, 0.563214, 0.00445287 ), + 3, -0.80209, 1, 0, 0.502102, 0.00277065 ) ); + // itree = 302 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549676, 0.00381665 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497333, -0.000504446 ), 2, 2, 1, 0, 0.526408, -0.000280557 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482607, -0.00288563 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500846, 0.000630318 ), 0, 8.57675, 1, 0, 0.499762, 0.00182304 ), + 0, 8.43922, 1, 0, 0.503093, 0.00403103 ) ); + // itree = 303 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443667, 0.000159679 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583444, -0.00515424 ), 3, 0.894363, 1, 0, 0.486031, -0.00791004 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498493, 0.000234365 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551863, 0.00270577 ), 4, 0.796064, 1, 0, 0.504872, 0.00326035 ), + 5, -0.691533, 1, 0, 0.502561, 0.00189023 ) ); + // itree = 304 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503477, 0.000611688 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551881, 0.00267914 ), 4, 0.0522709, 1, 0, 0.517155, 0.0107548 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47521, -0.00306477 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501351, 0.000248637 ), 5, -0.690645, 1, 0, 0.498079, -0.000801685 ), + 0, 8.70158, 1, 0, 0.502626, 0.00195279 ) ); + // itree = 305 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505512, 0.000600908 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496762, -0.000612835 ), 1, 2, 1, 0, 0.499281, 0.00017459 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469406, -0.000663242 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522978, 0.00556662 ), 4, -0.702234, 1, 0, 0.508622, 0.0143376 ), + 0, 9.49949, 1, 0, 0.500899, 0.0010393 ) ); + // itree = 306 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444758, -0.00396707 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495267, 2.8324e-05 ), 4, -0.843308, 1, 0, 0.489248, -0.00244933 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534176, 0.00228795 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518298, -0.00503852 ), 5, 0.773086, 1, 0, 0.532367, 0.00916296 ), + 4, 0.0466187, 1, 0, 0.501455, 0.000838129 ) ); + // itree = 307 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498355, 0.00600152 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531849, 0.00247753 ), 4, 0.795441, 1, 0, 0.516341, 0.0243331 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.397003, -0.0019884 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555094, 0.00013838 ), 3, -0.801685, 1, 0, 0.497969, -0.00390052 ), + 5, -0.783074, 1, 0, 0.499039, -0.00225718 ) ); + // itree = 308 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497447, 0.00620001 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522094, 0.000455606 ), 4, 0.796334, 1, 0, 0.510684, 0.0178129 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480166, 0.0038763 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496473, -0.000855547 ), 4, -0.889235, 1, 0, 0.495987, -0.00472197 ), + 5, -0.783942, 1, 0, 0.49682, -0.00344438 ) ); + // itree = 309 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448142, -0.000562599 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52082, -0.00192592 ), 3, -0.788125, 1, 0, 0.493194, -0.0134592 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475047, -0.00242706 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502912, 0.000636325 ), 0, 8.76449, 1, 0, 0.500594, 0.00151006 ), + 0, 8.64207, 1, 0, 0.499028, -0.0016577 ) ); + // itree = 310 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488451, -0.0016349 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50022, 0.000410624 ), 0, 9.15609, 1, 0, 0.493505, -0.00669217 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515858, 0.00200262 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501048, -6.37926e-05 ), 0, 8.95489, 1, 0, 0.507189, 0.00641855 ), + 2, 2, 1, 0, 0.499271, -8.54813e-05 ) ); + // itree = 311 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481663, -0.00140093 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504245, 0.000833065 ), 0, 8.14088, 1, 0, 0.503142, 0.00414865 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509663, -0.00508107 ), 4, 0.888148, 1, 0, 0.503404, 0.0028388 ) ); + // itree = 312 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519964, 0.00295569 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494449, -0.00115559 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50239, 0.000504356 ), 0, 8.73159, 1, 0, 0.5006, -0.000281825 ), + 0, 8.14088, 1, 0, 0.501556, 0.00129086 ) ); + // itree = 313 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497078, -0.000318633 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493597, -0.00378776 ), 1, 5, 1, 0, 0.496944, -0.000863945 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566532, 0.00901718 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510051, -0.00112541 ), 1, 4, 1, 0, 0.537426, 0.00465209 ), + 5, 0.793351, 1, 0, 0.499075, -0.0014991 ) ); + // itree = 314 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479648, 0.000148825 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.680614, 0.00430234 ), 3, 0.896351, 1, 0, 0.505276, 0.00379924 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520265, 0.0015107 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488077, -0.00189666 ), 0, 8.39924, 1, 0, 0.491594, -0.00828538 ), + 1, 2, 1, 0, 0.495582, 0.000435034 ) ); + // itree = 315 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42435, -0.000971551 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436154, 0.00217873 ), 1, 2, 1, 0, 0.432721, 0.00212954 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544727, -0.0011337 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.718571, 0.00385933 ), 3, 0.93935, 1, 0, 0.568365, -0.00391042 ), + 3, -0.706735, 1, 0, 0.501599, 0.00184387 ) ); + // itree = 316 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491513, -0.00088485 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504836, 0.00079827 ), 2, 2, 1, 0, 0.497301, -0.000925497 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.569661, 0.00525842 ), 4, 0.890019, 1, 0, 0.500182, -7.7101e-05 ) ); + // itree = 317 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516533, 0.00157307 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502732, 0.000350976 ), 2, 2, 1, 0, 0.510495, -4.21136e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.417201, -0.00991781 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500137, -0.000392818 ), 4, -0.891391, 1, 0, 0.49648, -0.00374327 ), + 0, 8.96393, 1, 0, 0.502372, 0.00151632 ) ); + // itree = 318 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511826, 0.00261868 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460266, -0.00974919 ), 0, 9.42611, 1, 0, 0.50138, 0.00721276 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496579, -0.000503428 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49575, -0.00532038 ), 1, 5, 1, 0, 0.496549, -0.00189499 ), + 5, -0.691826, 1, 0, 0.497153, -0.00278056 ) ); + // itree = 319 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508467, -6.50653e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454083, -0.00484243 ), 2, 2, 1, 0, 0.486002, -0.000164314 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511599, 0.00135751 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49796, -7.81324e-05 ), 0, 8.79599, 1, 0, 0.500821, 0.00206903 ), + 0, 8.39114, 1, 0, 0.499233, -0.000192001 ) ); + // itree = 320 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483507, -0.00162915 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507631, 0.000951197 ), 0, 8.32212, 1, 0, 0.503816, 0.00332151 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480678, -0.00209138 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528301, 0.00115552 ), 4, 0.0468818, 1, 0, 0.494172, -0.00529925 ), + 0, 9.11147, 1, 0, 0.499435, -0.000594748 ) ); + // itree = 321 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466626, -0.000319722 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.638707, 0.00197623 ), 3, 0.89725, 1, 0, 0.493261, -8.88112e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493544, 0.00383908 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.678235, -0.0026132 ), 3, 0.894919, 1, 0, 0.544827, 0.0137735 ), + 4, 0.796457, 1, 0, 0.501297, 0.00207167 ) ); + // itree = 322 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500165, 0.000259251 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49384, -0.00221569 ), 2, 3, 1, 0, 0.499462, 0.000410269 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486092, -0.00436782 ), 1, 5, 1, 0, 0.498824, -0.00108153 ) ); + // itree = 323 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504588, 0.00129278 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503583, 0.000497309 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492398, -0.00123842 ), 1, 2, 1, 0, 0.49569, -0.00380391 ), + 0, 8.19324, 1, 0, 0.496199, -0.00336412 ) ); + // itree = 324 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.427444, 0.000806262 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523146, 0.00590831 ), 3, -0.745782, 1, 0, 0.434283, 0.00782995 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514069, -0.00208048 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.619746, 0.000977961 ), 3, 0.862311, 1, 0, 0.56705, -0.00428863 ), + 3, -0.707496, 1, 0, 0.500858, 0.0017532 ) ); + // itree = 325 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51085, 0.00443581 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499185, 8.60917e-05 ), 5, -0.77209, 1, 0, 0.499878, 0.00210203 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515933, -0.00497726 ), 4, 0.892405, 1, 0, 0.500456, 0.00107827 ) ); + // itree = 326 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.398761, 0.00153125 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510037, -0.00135321 ), 3, -0.889965, 1, 0, 0.49369, -0.00794192 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40468, -0.000976589 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59335, 0.0016063 ), 3, -0.707987, 1, 0, 0.50078, 0.00161118 ), + 0, 8.96393, 1, 0, 0.497796, -0.00240974 ) ); + // itree = 327 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478194, 0.00153773 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504745, -0.000196697 ), 4, -0.796517, 1, 0, 0.500673, 0.000361855 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467668, -0.00731737 ), 0, 9.81689, 1, 0, 0.498995, -0.000798238 ) ); + // itree = 328 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419112, 0.001303 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.330325, -0.00800029 ), 0, 9.70487, 1, 0, 0.411488, 0.00549239 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550015, 5.95423e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543109, -0.00343799 ), 1, 3, 1, 0, 0.547759, -0.0040639 ), + 3, -0.80209, 1, 0, 0.497631, -0.00231 ) ); + // itree = 329 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497886, -0.000577956 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51767, 0.00338052 ), 0, 8.83428, 1, 0, 0.511278, 0.0103545 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410518, 0.000483156 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548412, -0.00119539 ), 3, -0.800985, 1, 0, 0.495377, -0.00360756 ), + 1, 2, 1, 0, 0.499968, -0.000609696 ) ); + // itree = 330 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463318, -0.00138056 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514334, 0.00349354 ), 5, 0.791857, 1, 0, 0.468768, -0.00544946 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437523, 0.00212072 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559362, 0.000214712 ), 3, -0.801258, 1, 0, 0.514374, 0.00579998 ), + 4, -0.703881, 1, 0, 0.50207, 0.00276502 ) ); + // itree = 331 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509471, 0.000993472 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495569, -0.000709821 ), 0, 8.86635, 1, 0, 0.500372, 0.000655742 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505827, 0.000764099 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525708, 0.011125 ), 0, 9.63567, 1, 0, 0.507829, 0.00786382 ), + 2, 2, 1, 0, 0.503541, 3.30105e-05 ) ); + // itree = 332 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421252, -0.00201104 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576252, 0.0011803 ), 3, -0.705727, 1, 0, 0.500574, -0.00268813 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474652, 0.00151254 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.636685, -0.000625242 ), 3, 0.897322, 1, 0, 0.505396, 0.00722822 ), + 1, 2, 1, 0, 0.503985, 0.000990188 ) ); + // itree = 333 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524393, 0.00301933 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470904, 0.00034645 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.633223, -0.00216482 ), 3, 0.895215, 1, 0, + 0.50015, -0.000249537 ), + 0, 8.17687, 1, 0, 0.501462, 0.00149698 ) ); + // itree = 334 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452311, 0.000748846 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.585363, -0.000787265 ), 3, 0.80294, 1, 0, 0.500856, 0.00137796 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487556, -0.00279834 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5125, 0.000565587 ), 0, 9.26905, 1, 0, 0.495594, -0.0132928 ), + 5, 0.0491036, 1, 0, 0.50018, -0.000506328 ) ); + // itree = 335 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484917, 0.002194 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469692, -0.00273733 ), 5, 0.791569, 1, 0, 0.48324, 0.010379 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508595, -1.61046e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499038, -0.00310209 ), 2, 3, 1, 0, 0.50743, -0.00135362 ), + 4, -0.705316, 1, 0, 0.500877, 0.00125837 ) ); + // itree = 336 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500091, 0.00538516 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470934, 0.00104956 ), 1, 3, 1, 0, 0.483995, 0.00680449 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45026, -0.000840015 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.610911, 0.00106327 ), 3, 0.802667, 1, 0, 0.503953, -0.00153471 ), + 4, -0.79305, 1, 0, 0.500761, 0.00162568 ) ); + // itree = 337 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488787, -0.00119973 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557668, 0.00978886 ), 5, -0.818377, 1, 0, 0.518143, 0.0214468 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488369, -0.00149564 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501128, 0.000111754 ), 0, 8.33755, 1, 0, 0.499955, -0.000754224 ), + 5, -0.783074, 1, 0, 0.50107, 0.000606909 ) ); + // itree = 338 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481428, 0.000436082 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498435, -0.00186054 ), 4, -0.699438, 1, 0, 0.49334, -0.00771009 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517803, 0.00230419 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493081, -0.000710569 ), 1, 2, 1, 0, 0.500908, 0.000403668 ), + 2, 2, 1, 0, 0.496552, 0.000115568 ) ); + // itree = 339 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45349, 0.00191288 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449076, -0.000331465 ), 4, 0.0458208, 1, 0, 0.452289, 0.00844054 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524238, -0.00354876 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.613302, 0.000537735 ), 3, 0.855319, 1, 0, 0.587777, -0.00446002 ), + 3, 0.80142, 1, 0, 0.502907, 0.00362088 ) ); + // itree = 340 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491274, -0.00111907 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492329, 0.000691826 ), 1, 2, 1, 0, 0.491971, 0.00141955 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514847, -0.00095568 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512505, -0.00449253 ), 5, 0.046157, 1, 0, 0.514345, -0.0106641 ), + 4, 0.0451339, 1, 0, 0.498333, -0.00273303 ) ); + // itree = 341 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494884, -0.000736967 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53373, 0.00381231 ), 5, 0.793219, 1, 0, 0.496579, -0.00351473 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536595, 0.00346996 ), 1, 5, 1, 0, 0.498438, -0.00134839 ) ); + // itree = 342 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47084, -0.00252281 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461784, -0.000236509 ), 0, 8.56122, 1, 0, 0.463457, -0.00560038 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584092, -0.00227901 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.702687, 0.00592914 ), 3, 0.92424, 1, 0, 0.65878, 0.0138574 ), + 3, 0.89725, 1, 0, 0.497434, -0.0022156 ) ); + // itree = 343 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506378, 0.00142175 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542909, 0.00327684 ), 0, 8.14041, 1, 0, 0.527061, 0.0246485 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435272, -0.00608318 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503329, 0.000470569 ), 4, -0.892962, 1, 0, 0.500729, 0.00151888 ), + 0, 8.38523, 1, 0, 0.50354, 0.00398826 ) ); + // itree = 344 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508018, -1.15439e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548673, 0.00473462 ), 0, 8.45808, 1, 0, 0.521585, 0.0140072 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497846, -6.10178e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486812, -0.00338726 ), 2, 3, 1, 0, 0.496657, -0.00199815 ), + 0, 8.61057, 1, 0, 0.501454, 0.00108949 ) ); + // itree = 345 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468298, -0.001068 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516208, 0.00120488 ), 4, -0.703513, 1, 0, 0.504976, 0.00439612 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514441, 0.00235645 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482581, -0.00405051 ), 5, 0.744412, 1, 0, 0.489711, -0.0155156 ), + 5, 0.0497204, 1, 0, 0.50306, 0.00189704 ) ); + // itree = 346 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508672, 0.00277236 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542498, 0.00600669 ), 5, -0.826912, 1, 0, 0.525661, 0.0260038 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51949, 0.00137709 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501406, 0.000244444 ), 0, 8.38216, 1, 0, 0.503265, 0.00271363 ), + 5, -0.782738, 1, 0, 0.504599, 0.00410132 ) ); + // itree = 347 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.288097, -0.000929258 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.405119, 0.00303623 ), 3, -0.941464, 1, 0, 0.359982, 0.00883634 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527468, -0.000218522 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523437, -0.00337999 ), 1, 4, 1, 0, 0.526948, -0.00396971 ), + 3, -0.896497, 1, 0, 0.498846, -0.00184315 ) ); + // itree = 348 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502754, 0.000335419 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495404, -0.00342193 ), 5, 0.793696, 1, 0, 0.502385, 0.0010868 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486692, -0.00118598 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516694, 0.00567235 ), 1, 2, 1, 0, 0.507763, 0.0126777 ), + 0, 9.57363, 1, 0, 0.503103, 0.00260014 ) ); + // itree = 349 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.329896, -0.00343457 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528727, -0.000108448 ), 3, -0.896147, 1, 0, 0.4976, -0.00345799 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451001, 0.00394672 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582345, 0.000232824 ), 3, -0.706774, 1, 0, 0.516517, 0.0132605 ), + 1, 4, 1, 0, 0.500313, 0.00172406 ) ); + // itree = 350 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481691, 0.000517849 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441131, -0.00135188 ), 0, 9.31866, 1, 0, 0.470521, 0.00124299 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595273, -0.00279747 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.672861, 0.00376351 ), 5, -0.693262, 1, 0, 0.656521, 0.0132254 ), + 3, 0.896302, 1, 0, 0.503424, 0.00336264 ) ); + // itree = 351 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466588, 0.000232756 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515445, -0.0034101 ), 3, -0.701493, 1, 0, 0.491269, -0.0156416 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495073, -0.000548057 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539091, 0.00496765 ), 5, 0.793231, 1, 0, 0.497489, -0.00139038 ), + 0, 8.65759, 1, 0, 0.496141, -0.004479 ) ); + // itree = 352 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.423905, 0.000600585 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41803, -0.00297645 ), 2, 2, 1, 0, 0.421417, 0.00103563 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567165, 0.0027047 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583493, 0.000333396 ), 4, -0.703685, 1, 0, 0.578615, 0.00655722 ), + 3, -0.707539, 1, 0, 0.500842, 0.0006473 ) ); + // itree = 353 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453345, -0.00160589 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508495, -0.0028895 ), 3, -0.694788, 1, 0, 0.48156, -0.0220165 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496704, -0.000844627 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502075, 0.00162213 ), 0, 9.3553, 1, 0, 0.498255, -0.00220596 ), + 0, 8.33755, 1, 0, 0.49673, -0.00401578 ) ); + // itree = 354 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481052, 0.00561813 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59677, -0.00239249 ), 3, 0.895406, 1, 0, 0.516887, 0.0206754 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498589, -0.000342218 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526644, 0.00381971 ), 2, 3, 1, 0, 0.501872, -0.000122893 ), + 5, -0.69014, 1, 0, 0.503736, 0.0029987 ) ); + // itree = 355 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484466, -0.00201826 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502511, 0.0001866 ), 2, 2, 1, 0, 0.492273, -0.000138062 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517398, 0.00255877 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488283, -0.00208847 ), 0, 9.28917, 1, 0, 0.501745, 0.00202834 ), + 0, 8.96379, 1, 0, 0.497738, -0.00282417 ) ); + // itree = 356 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.401923, -0.000405679 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538478, 0.00226026 ), 3, -0.884889, 1, 0, 0.51768, 0.0163475 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494138, -0.000800403 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565776, 0.00413372 ), 4, 0.892328, 1, 0, 0.497287, -0.00314422 ), + 0, 8.80726, 1, 0, 0.503437, 0.00273425 ) ); + // itree = 357 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443421, -0.00249986 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419037, -0.000298758 ), 0, 8.45403, 1, 0, 0.422377, -0.00509456 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578828, 0.00365248 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576089, -0.000205159 ), 0, 8.48789, 1, 0, 0.57649, 0.00429711 ), + 3, -0.707682, 1, 0, 0.500078, -0.000359437 ) ); + // itree = 358 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494822, 0.002517 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515951, 0.000593976 ), 4, -0.698999, 1, 0, 0.510076, 0.0081216 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481506, -0.00280277 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504267, 0.0012639 ), 1, 3, 1, 0, 0.489474, -0.00604758 ), + 0, 9.30464, 1, 0, 0.503873, 0.00394203 ) ); + // itree = 359 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468147, -0.00280793 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498034, -0.000524123 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521463, 0.0020471 ), 5, 0.050952, 1, 0, 0.500987, -0.00122092 ), + 0, 8.22123, 1, 0, 0.499046, -0.00275865 ) ); + // itree = 360 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399229, 0.00129011 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537297, -0.000305973 ), 3, -0.800782, 1, 0, 0.492151, 0.00121178 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50202, -0.00286727 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523094, -0.000132897 ), 0, 8.72818, 1, 0, 0.517886, -0.00701785 ), + 4, 0.0459085, 1, 0, 0.499339, -0.00108671 ) ); + // itree = 361 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494533, -0.000170849 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51066, 0.00307856 ), 1, 4, 1, 0, 0.496433, 0.00244864 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505691, -0.00468753 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533947, -0.000333107 ), 1, 3, 1, 0, 0.521427, -0.00602103 ), + 4, 0.798373, 1, 0, 0.500241, -0.000934586 ) ); + // itree = 362 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504187, -0.000124478 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476958, -0.0042333 ), 0, 9.42023, 1, 0, 0.498097, -0.00454813 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448823, 0.00134158 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.587782, -0.000531318 ), 3, 0.801035, 1, 0, 0.503922, 0.00393601 ), + 1, 2, 1, 0, 0.502226, -0.000574326 ) ); + // itree = 363 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426393, -0.000564541 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582567, 0.00218281 ), 3, -0.706838, 1, 0, 0.505434, 0.0051986 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513461, 0.00125912 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491674, -0.00133983 ), 0, 8.33755, 1, 0, 0.493662, -0.00606877 ), + 1, 2, 1, 0, 0.49707, 2.93803e-05 ) ); + // itree = 364 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54166, 0.00286347 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504553, 0.000443233 ), 2, 2, 1, 0, 0.525585, 0.000585579 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498933, 0.000279362 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533327, 0.00320438 ), 1, 5, 1, 0, 0.500634, 0.00303507 ), + 0, 8.47021, 1, 0, 0.504005, 0.00456897 ) ); + // itree = 365 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521196, 0.00213899 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484741, -0.00158458 ), 0, 9.30096, 1, 0, 0.510231, 0.00900349 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477494, -0.0017908 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526177, 0.000629802 ), 4, 0.0462377, 1, 0, 0.493676, -0.00623917 ), + 1, 2, 1, 0, 0.498504, 3.69617e-05 ) ); + // itree = 366 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479839, -0.00188509 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456502, -0.00186306 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511921, 0.00110114 ), 4, -0.799135, 1, 0, + 0.503482, 0.00403596 ), + 0, 8.31257, 1, 0, 0.501512, 0.00207805 ) ); + // itree = 367 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467421, 0.00151652 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45552, -0.00298243 ), 5, -0.686345, 1, 0, 0.458811, -0.0103913 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429847, 0.00141558 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552609, -0.000315647 ), 3, -0.802184, 1, 0, 0.508371, 0.00187795 ), + 4, -0.79779, 1, 0, 0.500894, 2.68625e-05 ) ); + // itree = 368 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503688, 0.00106421 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51528, -0.000965479 ), 4, 0.0407224, 1, 0, 0.506956, 0.00399797 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489648, -0.00178071 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505389, 0.00114524 ), 1, 3, 1, 0, 0.495204, -0.00345026 ), + 0, 9.0014, 1, 0, 0.500475, -0.000210949 ) ); + // itree = 369 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443021, -0.00357038 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46909, -5.66397e-05 ), 0, 9.10172, 1, 0, 0.456133, -0.0134878 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458094, 0.000310668 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.619289, 0.00269551 ), 3, 0.802564, 1, 0, 0.512551, 0.00678574 ), + 4, -0.796397, 1, 0, 0.503942, 0.00369219 ) ); + // itree = 370 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497828, -0.000174371 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517249, 0.00262181 ), 1, 4, 1, 0, 0.499756, -5.26441e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504014, -0.0031278 ), 1, 5, 1, 0, 0.499964, -0.00111861 ) ); + // itree = 371 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421021, -0.0084232 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535712, 0.000644525 ), 4, -0.795659, 1, 0, 0.48376, -0.0192117 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505605, 0.000890609 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49895, -0.0012534 ), 5, 0.0553869, 1, 0, 0.504696, 0.0038075 ), + 5, -0.783966, 1, 0, 0.503486, 0.00247705 ) ); + // itree = 372 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484002, -0.0019019 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506572, 0.000489238 ), 2, 2, 1, 0, 0.494131, -0.000323861 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504301, 0.000210005 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518062, 0.00382043 ), 0, 9.16169, 1, 0, 0.510023, 0.00772726 ), + 1, 3, 1, 0, 0.49965, -0.000727399 ) ); + // itree = 373 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495494, 8.09159e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543318, 0.00245364 ), 4, 0.802793, 1, 0, 0.500902, 0.00213335 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519101, -0.00408894 ), 4, 0.892328, 1, 0, 0.501573, 0.00123842 ) ); + // itree = 374 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471245, -8.3779e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437569, -0.00312056 ), 5, 0.053617, 1, 0, 0.467481, -0.00270057 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612131, -0.000337006 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.768212, 0.00841677 ), 3, 0.950511, 1, 0, 0.65759, 0.00974416 ), + 3, 0.896583, 1, 0, 0.500243, -0.000555943 ) ); + // itree = 375 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493778, -0.00144063 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520884, 0.00378226 ), 5, -0.826966, 1, 0, 0.514001, 0.0156278 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449763, 0.000396855 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.588786, -0.00113041 ), 3, 0.800487, 1, 0, 0.499406, -0.00075106 ), + 5, -0.693377, 1, 0, 0.501209, 0.00127266 ) ); + // itree = 376 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480972, 0.000901497 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503397, -0.000891422 ), 4, -0.70241, 1, 0, 0.497192, -0.00260761 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499871, -0.00172469 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457578, -0.0078487 ), 1, 3, 1, 0, 0.487384, -0.00709102 ), + 2, 3, 1, 0, 0.496115, -0.000476517 ) ); + // itree = 377 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490081, -0.00138991 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498225, -8.63049e-05 ), 0, 8.81073, 1, 0, 0.495741, -0.00413919 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547551, 0.00484434 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505493, 0.000579261 ), 0, 8.8114, 1, 0, 0.518691, 0.0136954 ), + 2, 3, 1, 0, 0.498221, -0.000585395 ) ); + // itree = 378 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.361403, 0.0052346 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525077, -0.000269648 ), 3, -0.894276, 1, 0, 0.502204, 0.00250423 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413245, -0.00206624 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571491, -0.000414734 ), 3, -0.706679, 1, 0, 0.49257, -0.00772794 ), + 1, 2, 1, 0, 0.495344, -0.00156882 ) ); + // itree = 379 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516347, 0.00243209 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496621, -0.000454638 ), 0, 8.19165, 1, 0, 0.497701, -0.00122061 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56615, 0.00977415 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515946, 0.000724267 ), 5, 0.744637, 1, 0, 0.527166, 0.0173532 ), + 5, 0.0537906, 1, 0, 0.501353, 0.00108149 ) ); + // itree = 380 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450207, -0.00265297 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479925, 0.00279528 ), 0, 9.29246, 1, 0, 0.460018, -0.00910451 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50082, 0.00197628 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511035, 0.000142474 ), 4, -0.710669, 1, 0, 0.509625, 0.0025163 ), + 4, -0.795375, 1, 0, 0.501859, 0.000697102 ) ); + // itree = 381 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475713, -0.00275437 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49853, -0.000954803 ), 0, 8.83367, 1, 0, 0.491181, -0.0114033 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500894, 0.000513917 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51584, -0.00413974 ), 4, 0.890188, 1, 0, 0.501624, 0.00200989 ), + 1, 2, 1, 0, 0.498541, -0.00122787 ) ); + // itree = 382 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508133, 0.00165837 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500659, 0.00012324 ), 5, -0.687873, 1, 0, 0.501505, 0.00181383 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507946, -0.00188159 ), 1, 5, 1, 0, 0.501803, -0.00078224 ) ); + // itree = 383 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51321, 0.00444281 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529426, -0.00107983 ), 3, -0.701156, 1, 0, 0.521293, 0.0168432 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516411, 0.000998029 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495426, -0.000725376 ), 0, 8.66116, 1, 0, 0.498039, -0.00231884 ), + 0, 8.39114, 1, 0, 0.500532, -0.000264402 ) ); + // itree = 384 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504523, -0.000741893 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467595, -0.00323891 ), 2, 2, 1, 0, 0.488719, 0.000197726 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492306, 0.00414262 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505898, 0.000150965 ), 4, -0.799135, 1, 0, 0.503848, 0.00405989 ), + 0, 8.43922, 1, 0, 0.501942, 0.00123025 ) ); + // itree = 385 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476099, -0.00300677 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501599, 0.000414795 ), 5, -0.775917, 1, 0, 0.500207, 0.00154121 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573363, 0.00590428 ), 4, 0.889598, 1, 0, 0.503124, 0.00276425 ) ); + // itree = 386 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422, 0.000285395 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42208, -0.00221997 ), + 2, 2, 1, 0, 0.422034, -0.00255612 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532998, 0.00323672 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584141, -7.00275e-05 ), 3, 0.77176, 1, 0, 0.576368, 0.00309949 ), + 3, -0.707682, 1, 0, 0.499617, -0.00078172 ) ); + // itree = 387 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476977, -0.00181427 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514846, 0.00151278 ), 0, 8.25181, 1, 0, 0.510787, 0.00762442 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500884, 0.0010938 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48452, -0.00380124 ), 2, 2, 1, 0, 0.494105, -0.00237078 ), + 0, 9.22629, 1, 0, 0.504745, 0.00363501 ) ); + // itree = 388 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498056, -0.000149822 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498781, -0.00829246 ), 4, 0.88959, 1, 0, 0.498077, -0.00217242 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530594, 0.00365216 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520742, 0.00138664 ), 0, 9.38288, 1, 0, 0.528269, 0.0201212 ), + 5, 0.0515391, 1, 0, 0.501927, 0.000670545 ) ); + // itree = 389 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512064, 0.000569828 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492558, -0.00144281 ), 1, 2, 1, 0, 0.49823, -0.000108672 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491749, -0.000412745 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547324, 0.00321491 ), 4, 0.798657, 1, 0, 0.500587, 0.000683366 ), + 0, 8.64218, 1, 0, 0.500099, -0.00112368 ) ); + // itree = 390 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476956, -0.00142422 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499168, 0.000507335 ), 0, 8.20497, 1, 0, 0.497825, 0.00200967 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510542, -0.00331765 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554013, 0.00247833 ), 4, 0.884969, 1, 0, 0.522955, -0.0106469 ), + 4, 0.795611, 1, 0, 0.501774, 2.10463e-05 ) ); + // itree = 391 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415487, -0.0013611 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564549, 0.000604311 ), 3, -0.70727, 1, 0, 0.49293, -0.00228074 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529196, -0.000286705 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.586621, 0.00658661 ), 1, 4, 1, 0, 0.544143, 0.00819561 ), + 4, 0.798373, 1, 0, 0.500639, -0.000614878 ) ); + // itree = 392 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.353499, 0.00140024 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467009, -0.00139928 ), 3, -0.905282, 1, 0, 0.44023, -0.00555689 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.585728, 0.00214963 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60321, -0.000392907 ), 0, 8.8215, 1, 0, 0.598133, 0.00403526 ), + 3, 0.802863, 1, 0, 0.498987, -0.00198756 ) ); + // itree = 393 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46738, 0.000119155 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441213, -0.00509581 ), 1, 3, 1, 0, 0.453032, -0.00915942 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533112, 0.00229182 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506026, 5.42069e-05 ), 0, 8.39114, 1, 0, 0.508949, 0.00273911 ), + 4, -0.799093, 1, 0, 0.500694, -3.90863e-05 ) ); + // itree = 394 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46403, -0.00524582 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502954, 0.000498733 ), 5, -0.829839, 1, 0, 0.501699, 0.00208401 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524454, 0.00326027 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487858, -0.0039902 ), 5, 0.744431, 1, 0, 0.495816, -0.014424 ), + 5, 0.0503667, 1, 0, 0.500972, 4.40654e-05 ) ); + // itree = 395 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475703, -0.00217762 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529852, 0.000238422 ), 4, 0.0522709, 1, 0, 0.489975, -0.0145512 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494349, 0.000981494 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513658, -0.00164675 ), 4, 0.0462377, 1, 0, 0.499861, 0.00129636 ), + 0, 8.70158, 1, 0, 0.497484, -0.00251271 ) ); + // itree = 396 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400647, -0.000599903 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502374, 0.00147451 ), 3, -0.819164, 1, 0, 0.448087, 0.00300098 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593924, -0.000290177 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570767, -0.00347499 ), 1, 3, 1, 0, 0.585089, -0.00395612 ), + 3, 0.802661, 1, 0, 0.499607, -0.0015315 ) ); + // itree = 397 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493321, -0.00126648 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522129, 0.00240809 ), 1, 2, 1, 0, 0.513613, -3.01918e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43356, 0.000667898 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59912, -0.00170556 ), 3, 0.802661, 1, 0, 0.498985, -0.00116378 ), + 0, 8.91595, 1, 0, 0.504685, 0.00358498 ) ); + // itree = 398 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494326, -0.00108225 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519156, 0.00157061 ), 1, 4, 1, 0, 0.497921, 0.000221579 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413738, 0.00406095 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594229, 0.000409603 ), 3, -0.707824, 1, 0, 0.506017, 0.00907677 ), + 0, 9.26688, 1, 0, 0.500567, -0.000478664 ) ); + // itree = 399 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496447, -0.000691451 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470189, -0.00626471 ), 0, 9.53097, 1, 0, 0.492265, -0.00775925 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496022, 0.000581533 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550358, 0.00388158 ), 4, 0.048679, 1, 0, 0.509317, 0.00800259 ), + 2, 2, 1, 0, 0.499508, -0.00144467 ) ); + // itree = 400 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422153, 0.000143293 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45154, -0.0039192 ), 3, -0.75873, 1, 0, 0.425417, -0.00239734 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574442, 0.00243959 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.589688, 0.0010559 ), 0, 8.97784, 1, 0, 0.583091, 0.0116678 ), + 3, -0.707682, 1, 0, 0.504996, 0.00470139 ) ); + // itree = 401 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471655, -0.000771136 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449088, -0.00603887 ), 4, -0.745112, 1, 0, 0.468345, -0.00964284 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520481, 0.00116631 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505619, -0.00011841 ), 0, 9.16044, 1, 0, 0.514353, 0.00490939 ), + 4, -0.702301, 1, 0, 0.50177, 0.000929549 ) ); + // itree = 402 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538315, 0.00304525 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504143, 0.000729435 ), 0, 8.38523, 1, 0, 0.507691, 0.00720766 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467979, -0.00184296 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.646433, 0.0020752 ), 3, 0.890524, 1, 0, 0.494161, -0.00787402 ), + 2, 2, 1, 0, 0.501901, 0.0001562 ) ); + // itree = 403 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510963, 0.00045055 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53469, 0.00258891 ), 1, 3, 1, 0, 0.519095, -0.000128312 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489753, -0.00194071 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501101, 0.000438609 ), 0, 8.60959, 1, 0, 0.50031, 0.00103478 ), + 0, 8.47044, 1, 0, 0.502904, 0.00249983 ) ); + // itree = 404 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534664, 0.00284962 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499939, 0.000383055 ), 0, 8.62698, 1, 0, 0.507104, 0.00740299 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46985, 0.0034409 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494956, -0.00119939 ), 4, -0.890243, 1, 0, 0.493745, -0.00626186 ), + 1, 2, 1, 0, 0.497625, -0.00166737 ) ); + // itree = 405 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481708, 0.000490024 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494254, 0.00378561 ), 0, 8.80334, 1, 0, 0.490413, 0.0143012 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506222, -6.07075e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497405, -0.0030631 ), 1, 3, 1, 0, 0.503414, -0.00496088 ), + 4, -0.703949, 1, 0, 0.499837, -0.000871515 ) ); + // itree = 406 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493045, 0.00295409 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418601, 0.00021938 ), 0, 8.62889, 1, 0, 0.433754, 0.00681307 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524295, -0.00271095 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577021, -0.000365916 ), 0, 8.65277, 1, 0, 0.565753, -0.00715572 ), + 3, -0.707314, 1, 0, 0.500287, -0.000227739 ) ); + // itree = 407 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418821, -0.000471381 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561653, -0.00224184 ), 3, -0.707782, 1, 0, 0.490938, -0.00900507 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465855, -0.000859167 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523639, 0.00215483 ), 4, -0.691675, 1, 0, 0.509954, 0.00889632 ), + 2, 2, 1, 0, 0.498977, -3.38199e-06 ) ); + // itree = 408 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500973, -0.000165007 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480408, -0.00268674 ), 2, 2, 1, 0, 0.491966, -0.000149652 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522245, 0.00347746 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49906, 0.000429499 ), 0, 9.07638, 1, 0, 0.502672, 0.00492443 ), + 0, 8.96393, 1, 0, 0.49814, -0.00158411 ) ); + // itree = 409 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478611, -0.00088069 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461048, -0.00683689 ), 5, -0.828326, 1, 0, 0.469651, -0.0234041 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500712, 0.000156703 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56983, 0.0052831 ), 4, 0.889927, 1, 0, 0.502674, 0.00172457 ), + 5, -0.78419, 1, 0, 0.500783, 0.000285402 ) ); + // itree = 410 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479063, -0.000182774 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514385, -0.00422927 ), 3, 0.787203, 1, 0, 0.492488, -0.0163699 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499888, -0.000268835 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505341, 0.00387306 ), 0, 9.58286, 1, 0, 0.500705, 0.000634798 ), + 0, 8.47021, 1, 0, 0.499596, -0.00166115 ) ); + // itree = 411 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.423853, 0.000458256 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566027, -0.00159022 ), 3, -0.707824, 1, 0, 0.495242, -0.00364155 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483407, 0.00396496 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51032, 0.000520719 ), 4, -0.787615, 1, 0, 0.506691, 0.00574667 ), + 2, 2, 1, 0, 0.500107, -0.000120624 ) ); + // itree = 412 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503463, 0.0008186 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491237, -0.00177062 ), 5, 0.0455969, 1, 0, 0.502033, 0.00323813 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519645, -0.00452012 ), 4, 0.892405, 1, 0, 0.502654, 0.00223524 ) ); + // itree = 413 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424931, -0.00341424 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525823, -0.000901197 ), 3, -0.795189, 1, 0, 0.488256, -0.017821 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491156, -0.00125658 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505615, 0.000418812 ), 2, 2, 1, 0, 0.497292, -0.00268468 ), + 0, 8.61213, 1, 0, 0.495505, -0.00607485 ) ); + // itree = 414 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488607, 0.00442839 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534568, 0.00177442 ), 4, -0.703859, 1, 0, 0.513319, 0.017451 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490165, -0.00144943 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499358, -0.000169354 ), 0, 8.37437, 1, 0, 0.498384, -0.00240127 ), + 5, -0.783966, 1, 0, 0.499242, -0.00126048 ) ); + // itree = 415 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503423, 0.00452844 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462892, -0.000646464 ), 0, 8.91757, 1, 0, 0.476739, 0.0113632 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.354215, -0.00250409 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534251, 0.00028381 ), 3, -0.896545, 1, 0, 0.506567, -0.00066552 ), + 4, -0.798862, 1, 0, 0.502166, 0.00110892 ) ); + // itree = 416 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471745, -0.00204802 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5097, 0.00158029 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500943, -0.00042376 ), 2, 2, 1, 0, 0.505934, 0.00365921 ), + 0, 8.24309, 1, 0, 0.503681, 0.00282694 ) ); + // itree = 417 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472376, -0.00431778 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493016, -0.00103603 ), 5, -0.73773, 1, 0, 0.490561, -0.00886487 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518153, 0.00162266 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551562, 0.00618425 ), 5, 0.83699, 1, 0, 0.52481, 0.0154209 ), + 5, 0.0447488, 1, 0, 0.494942, -0.00575808 ) ); + // itree = 418 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450645, -0.00150691 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578255, 0.000874997 ), 3, 0.7989, 1, 0, 0.497563, -0.00540339 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515938, 0.0025757 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49786, 0.000132994 ), 0, 9.22906, 1, 0, 0.504095, 0.00532742 ), + 0, 9.0014, 1, 0, 0.501126, 0.000451097 ) ); + // itree = 419 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439592, -0.000859387 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60012, 0.00104869 ), 3, 0.802958, 1, 0, 0.498401, -0.00124789 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50556, 0.000305213 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486233, -0.00377209 ), 5, -0.691126, 1, 0, 0.49216, -0.0160939 ), + 1, 4, 1, 0, 0.497525, 0.000460907 ) ); + // itree = 420 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484241, -0.00244699 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531947, 0.00177965 ), 4, 0.0506416, 1, 0, 0.491901, -0.0117356 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515855, 0.00178765 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500823, 0.000333244 ), 0, 8.91757, 1, 0, 0.506559, 0.00687153 ), + 1, 2, 1, 0, 0.502322, 0.00245167 ) ); + // itree = 421 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490079, -0.00126118 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495742, -7.9617e-05 ), 0, 9.17431, 1, 0, 0.492357, -0.00583667 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511959, 0.00314973 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538084, -0.000744172 ), 4, 0.794728, 1, 0, 0.519301, 0.0131625 ), + 1, 4, 1, 0, 0.496079, 0.000277683 ) ); + // itree = 422 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443354, -0.0024378 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519136, 0.00122553 ), 4, -0.779618, 1, 0, 0.506912, 0.00556593 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480508, -0.00269607 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498235, -0.000195546 ), 0, 8.98877, 1, 0, 0.49381, -0.00543008 ), + 0, 8.73592, 1, 0, 0.497256, -0.00253818 ) ); + // itree = 423 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.398542, 0.00129069 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531468, -0.00111722 ), 3, -0.801845, 1, 0, 0.48803, -0.00230628 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491961, 0.00184219 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.684753, -0.00072634 ), 3, 0.897015, 1, 0, 0.529317, 0.0088154 ), + 4, 0.0475076, 1, 0, 0.499732, 0.000845899 ) ); + // itree = 424 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505231, 0.00114393 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535419, 0.00601475 ), 5, -0.743797, 1, 0, 0.511736, 0.013427 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504508, 0.000538497 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493682, -0.00118805 ), 0, 8.95489, 1, 0, 0.498217, -0.0014085 ), + 5, -0.691197, 1, 0, 0.499875, 0.000411027 ) ); + // itree = 425 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475001, -0.00196613 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5021, 0.000332418 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52994, 0.00432168 ), 2, 3, 1, 0, 0.505159, 0.00205487 ), + 0, 8.24309, 1, 0, 0.50318, 0.00271127 ) ); + // itree = 426 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.455726, 0.000160708 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570481, 0.00225215 ), 3, -0.700736, 1, 0, 0.514219, 0.0107645 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.331377, -0.00275713 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534553, -0.000216503 ), 3, -0.896397, 1, 0, 0.495512, -0.00339224 ), + 0, 8.80726, 1, 0, 0.501208, 0.000918717 ) ); + // itree = 427 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.219711, -0.011287 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.376758, -0.000391195 ), 3, -0.953749, 1, 0, 0.339085, -0.0136158 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530448, 0.000408147 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563031, -0.00423008 ), 5, 0.780592, 1, 0, 0.531972, 0.00128986 ), + 3, -0.895349, 1, 0, 0.498458, -0.0013 ) ); + // itree = 428 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497675, -0.000333788 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500198, -0.00291519 ), 5, 0.790974, 1, 0, 0.497815, -0.00301673 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498398, 0.00753496 ), 0, 9.98155, 1, 0, 0.49783, -0.00238222 ) ); + // itree = 429 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513639, 0.00468562 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428183, 0.00112546 ), 0, 8.34527, 1, 0, 0.436323, 0.0104529 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562363, -0.00107175 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594283, 0.00256059 ), 1, 3, 1, 0, 0.573378, -0.00114257 ), + 3, -0.707314, 1, 0, 0.505837, 0.00563585 ) ); + // itree = 430 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480413, -0.00181504 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50561, 0.000883768 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495003, -0.00057971 ), 1, 2, 1, 0, 0.498095, -0.00108672 ), + 0, 8.31257, 1, 0, 0.496578, -0.00231654 ) ); + // itree = 431 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527605, 0.00503146 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491564, -0.000876612 ), 5, -0.780175, 1, 0, 0.494229, -0.00312294 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511705, 0.00182523 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504967, -0.000460492 ), 2, 3, 1, 0, 0.510018, 8.21827e-05 ), + 2, 2, 1, 0, 0.500993, -0.000902251 ) ); + // itree = 432 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479543, -0.00244659 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498804, -0.000133499 ), 5, -0.690034, 1, 0, + 0.496586, -0.00250031 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54268, 0.00362828 ), 1, 5, 1, 0, 0.498732, 0.00041469 ) ); + // itree = 433 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491916, 0.000416938 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517288, 0.00317397 ), 2, 3, 1, 0, 0.494957, 0.000362365 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447112, 0.00149145 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.587998, -0.00292081 ), 3, -0.799648, 1, 0, 0.518894, -0.00419376 ), + 4, 0.0454631, 1, 0, 0.501708, 0.00200733 ) ); + // itree = 434 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532499, 0.00216435 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501306, 0.000857885 ), 0, 8.57744, 1, 0, 0.50693, 0.00789801 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509656, 0.000835683 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49384, -0.0016709 ), 0, 8.49562, 1, 0, 0.496231, -0.00639182 ), + 2, 2, 1, 0, 0.502364, -0.000519277 ) ); + // itree = 435 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504715, -0.000242077 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526837, 0.0032709 ), 0, 8.4576, 1, 0, 0.515759, 0.0123259 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499853, 9.31643e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491153, -0.00209914 ), 1, 3, 1, 0, 0.496804, -0.00334181 ), + 0, 8.73592, 1, 0, 0.501678, 0.000558722 ) ); + // itree = 436 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503203, 0.000650682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483292, -0.00170886 ), 1, 2, 1, 0, 0.489648, -0.00113516 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506637, -0.00235342 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558738, 0.00365915 ), 4, 0.82111, 1, 0, 0.545294, 0.0120377 ), + 4, 0.794344, 1, 0, 0.498509, -0.00312841 ) ); + // itree = 437 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42967, -0.00175404 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407878, 0.000920231 ), 0, 9.17472, 1, 0, 0.420926, -0.00654329 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573221, 7.06408e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550656, -0.00283362 ), 2, 3, 1, 0, 0.570706, 0.000967925 ), + 3, -0.707726, 1, 0, 0.497117, -0.00388638 ) ); + // itree = 438 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503681, 0.000583332 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494154, -0.00202805 ), 2, 3, 1, 0, 0.502622, 7.73634e-06 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.349759, -0.00784658 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584611, -0.00492627 ), 3, -0.707638, 1, 0, 0.469006, -0.0188473 ), + 0, 9.81274, 1, 0, 0.50086, 0.00100509 ) ); + // itree = 439 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52881, 0.00363605 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400313, -0.000943959 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558155, 0.00038357 ), 3, -0.80175, 1, 0, + 0.500158, -0.000512537 ), + 0, 8.13359, 1, 0, 0.501449, 0.00119246 ) ); + // itree = 440 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511232, 0.001767 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515042, -0.0013249 ), + 4, 0.0473082, 1, 0, 0.512263, 0.00826397 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491082, -0.00142471 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499495, 0.000117357 ), 0, 9.16362, 1, 0, 0.49605, -0.00339405 ), + 0, 8.80336, 1, 0, 0.500948, 0.000127823 ) ); + // itree = 441 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490456, -0.000889565 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505782, 0.000589815 ), 2, 2, 1, 0, 0.497331, -0.000480328 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515987, 0.00211494 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486208, -0.003574 ), 0, 9.51324, 1, 0, 0.511336, 0.00993383 ), + 1, 3, 1, 0, 0.50216, 0.00166034 ) ); + // itree = 442 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.384174, 0.00325963 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517435, -0.00419272 ), 3, -0.895333, 1, 0, 0.483475, -0.0147517 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511086, 0.00205074 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501324, 0.000105024 ), 0, 8.21048, 1, 0, 0.501901, 0.00182244 ), + 5, -0.690584, 1, 0, 0.499656, -0.000197235 ) ); + // itree = 443 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413081, 0.00107555 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461802, 0.00703599 ), 5, 0.793881, 1, 0, 0.416706, 0.00913304 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488849, -0.00189873 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597768, -7.18094e-05 ), 3, 0.820867, 1, 0, 0.547714, -0.00632452 ), + 3, -0.801655, 1, 0, 0.499191, -0.000599262 ) ); + // itree = 444 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463573, -0.00333459 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483215, -0.00279431 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501687, 0.000115277 ), 5, -0.689576, 1, 0, + 0.4994, -0.00137841 ), + 0, 8.27411, 1, 0, 0.496708, -0.00371369 ) ); + // itree = 445 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495577, -0.000210118 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511011, 0.00175099 ), 2, 2, 1, 0, 0.502411, 0.000256825 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489139, 0.00148973 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5027, -0.00424211 ), 4, -0.796607, 1, 0, 0.49726, -0.0119198 ), + 5, 0.0498965, 1, 0, 0.501757, 0.00187536 ) ); + // itree = 446 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511006, 0.00140384 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554757, 0.00284058 ), 4, 0.0446523, 1, 0, 0.522756, 0.0176462 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528861, 0.00515094 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497523, -0.00024193 ), 5, -0.78419, 1, 0, 0.499385, 0.00032729 ), + 0, 8.5443, 1, 0, 0.503252, 0.00319347 ) ); + // itree = 447 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506117, -5.75934e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483331, -0.00216197 ), 0, 8.68548, 1, 0, 0.492436, -0.00880686 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463147, -0.00827876 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501886, 0.00142645 ), 5, -0.782825, 1, 0, 0.499349, 0.00352904 ), + 0, 9.16378, 1, 0, 0.495275, -0.00374121 ) ); + // itree = 448 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.339263, -0.000909879 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538865, 0.00166412 ), 3, -0.89629, 1, 0, 0.506512, 0.00823874 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.398566, 0.00258414 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529608, -0.00253003 ), 3, -0.895225, 1, 0, 0.498608, -0.00854436 ), + 1, 4, 1, 0, 0.505377, 0.0012543 ) ); + // itree = 449 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40791, -0.00318188 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4777, 0.000961297 ), 5, -0.777653, 1, 0, 0.474245, 0.00498897 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.606337, 0.00158973 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.661297, -0.00358182 ), 4, -0.706239, 1, 0, 0.638671, -0.00665913 ), + 3, 0.896325, 1, 0, 0.503201, 0.00293771 ) ); + // itree = 450 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489961, -0.00147877 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533336, 0.00148064 ), 2, 3, 1, 0, 0.495473, 0.000962513 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490793, -0.00160874 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507227, 0.00140604 ), 0, 8.43922, 1, 0, 0.505203, 0.00516486 ), + 1, 2, 1, 0, 0.502345, -0.00139394 ) ); + // itree = 451 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441439, 0.00115779 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562961, -0.000805654 ), 3, -0.706679, 1, 0, 0.503212, 0.00111134 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.384795, -0.00539331 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.631725, 0.00100211 ), 3, 0.802863, 1, 0, 0.483458, -0.0106975 ), + 0, 9.56053, 1, 0, 0.500387, -0.000577618 ) ); + // itree = 452 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453673, -0.00379892 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513956, 0.0031701 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497337, -0.000576705 ), 5, -0.783074, 1, 0, + 0.498334, -0.00220972 ), + 0, 8.22936, 1, 0, 0.495485, -0.00449577 ) ); + // itree = 453 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46189, -0.000469051 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.587879, 0.00229849 ), 3, 0.799386, 1, 0, 0.507379, 0.00433535 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493338, -0.000965354 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47695, -0.00576228 ), 1, 4, 1, 0, 0.491075, -0.00869627 ), + 0, 8.91313, 1, 0, 0.49724, -0.00331151 ) ); + // itree = 454 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494545, -0.000815137 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50054, 0.000941453 ), 0, 8.99893, 1, 0, 0.497814, -0.000619447 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558642, 0.00542578 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508979, 0.000188995 ), 0, 8.87193, 1, 0, 0.525163, 0.0159074 ), + 5, 0.0529474, 1, 0, 0.501268, 0.00146767 ) ); + // itree = 455 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492707, -0.00139103 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483069, -0.00236059 ), 1, 3, 1, 0, 0.489438, -0.000258666 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50588, 0.000897164 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489613, -0.000955483 ), 0, 9.44389, 1, 0, 0.501999, 0.00347544 ), + 0, 8.47044, 1, 0, 0.500345, 0.000775822 ) ); + // itree = 456 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43046, -0.0042198 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502729, 0.000410664 ), 4, -0.892932, 1, 0, 0.500795, 0.00195116 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482247, -0.0066006 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499693, -0.00195719 ), 5, 0.835204, 1, 0, 0.490718, -0.0272833 ), + 5, 0.791103, 1, 0, 0.500249, 0.000366158 ) ); + // itree = 457 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46828, 0.00290997 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.348831, -0.00184453 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529891, 0.000100441 ), 3, -0.896055, 1, 0, + 0.500271, -0.00112328 ), + 4, -0.889068, 1, 0, 0.499042, -0.000474932 ) ); + // itree = 458 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514616, 0.00207436 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499802, 3.92646e-05 ), 0, 8.28316, 1, 0, 0.500976, 0.00192305 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58207, 0.00606714 ), 4, 0.890097, 1, 0, 0.504, 0.0031519 ) ); + // itree = 459 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523444, 0.00329932 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502724, 0.000618328 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505107, -0.00242975 ), 1, 5, 1, 0, 0.502837, 0.00257456 ), + 0, 8.17292, 1, 0, 0.503858, 0.0043233 ) ); + // itree = 460 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.403385, -0.000469878 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391204, -0.00464193 ), 5, 0.0517158, 1, 0, 0.401323, -0.00711837 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554337, 0.00144093 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564602, -0.000122295 ), 0, 9.09603, 1, 0, 0.559109, 0.00589745 ), + 3, -0.801893, 1, 0, 0.500916, 0.00109705 ) ); + // itree = 461 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489509, -0.000548218 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528549, 0.00107562 ), 4, 0.046733, 1, 0, 0.500564, -0.000620242 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.380565, 0.00483899 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.621929, 0.0090763 ), 3, -0.706789, 1, 0, 0.503053, 0.0211186 ), + 0, 9.79783, 1, 0, 0.500703, 0.000599537 ) ); + // itree = 462 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503685, -0.000500004 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53362, 0.0033948 ), 2, 2, 1, 0, 0.516803, -0.000242111 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491799, -0.001631 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501248, 0.00217288 ), 0, 9.47867, 1, 0, 0.493734, -0.00668151 ), + 0, 8.40447, 1, 0, 0.496307, -0.0046459 ) ); + // itree = 463 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.324937, -0.000503432 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435559, 0.0058765 ), 3, -0.922328, 1, 0, 0.366032, 0.0118698 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53037, -0.00234619 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528906, -0.000139228 ), 5, -0.691012, 1, 0, 0.529068, -0.00237767 ), + 3, -0.895382, 1, 0, 0.500191, 0.000145843 ) ); + // itree = 464 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46118, -0.00137353 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504152, 0.00114351 ), 4, -0.796457, 1, 0, 0.495063, 0.00415356 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419787, -0.00287115 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.607549, 0.000829833 ), 3, -0.801214, 1, 0, 0.516291, -0.00626836 ), + 4, 0.04812, 1, 0, 0.501046, 0.00121593 ) ); + // itree = 465 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.241896, -0.00480383 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.387782, 0.00297097 ), 3, -0.959467, 1, 0, 0.362557, 0.0102694 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461001, -0.00413004 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53101, -0.000398216 ), 0, 8.22123, 1, 0, 0.526199, -0.0051778 ), + 3, -0.896573, 1, 0, 0.498047, -0.00252039 ) ); + // itree = 466 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421231, 0.00404838 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.347234, 0.000915241 ), 0, 8.83437, 1, 0, 0.364624, 0.0107936 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511004, -0.00114833 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540276, 0.00051636 ), 0, 8.91595, 1, 0, 0.528416, -0.00242951 ), + 3, -0.895461, 1, 0, 0.500231, -0.000154064 ) ); + // itree = 467 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498453, -0.000317285 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495135, -0.00256441 ), 2, 3, 1, 0, 0.498087, -0.00023315 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525915, 0.00715361 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501199, 0.00287871 ), 0, 9.60131, 1, 0, 0.507832, 0.0151039 ), + 0, 9.51183, 1, 0, 0.49969, -0.000566737 ) ); + // itree = 468 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487586, -0.00149606 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553145, 0.00447846 ), 4, 0.788943, 1, 0, 0.493413, -0.00654083 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499766, 0.00104942 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528576, -0.00085746 ), 4, 0.796118, 1, 0, 0.505268, 0.00444133 ), + 1, 2, 1, 0, 0.501814, -0.000454103 ) ); + // itree = 469 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410984, 0.000649087 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545823, -0.00107131 ), 3, -0.802045, 1, 0, 0.49654, -0.00297076 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539475, 0.00390052 ), 1, 5, 1, 0, 0.49862, -0.00150618 ) ); + // itree = 470 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.350365, -0.00368758 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.330935, -0.000575691 ), 0, 9.19535, 1, 0, 0.341352, -0.0153521 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5283, -0.000497301 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530547, 0.00177645 ), 2, 3, 1, 0, 0.528568, -0.000542465 ), + 3, -0.895382, 1, 0, 0.496377, -0.00408326 ) ); + // itree = 471 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544221, 0.00333518 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499115, -3.63662e-05 ), 2, 2, 1, 0, 0.525443, 0.000494042 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487682, -0.00288682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500688, 0.000292918 ), 0, 8.54711, 1, 0, 0.499918, 1.2921e-05 ), + 0, 8.40492, 1, 0, 0.502848, 0.00240564 ) ); + // itree = 472 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494949, 0.000137501 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539754, 0.00228453 ), 4, 0.0463833, 1, 0, 0.507734, 0.00571018 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49864, 0.000715678 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490577, -0.00273537 ), 2, 2, 1, 0, 0.495346, -0.00301156 ), + 0, 9.16378, 1, 0, 0.502627, 0.00229049 ) ); + // itree = 473 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476036, 0.0012032 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553134, 0.0019889 ), + 3, -0.701527, 1, 0, 0.514152, 0.0160435 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464138, -0.00197365 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510256, 0.000154335 ), 4, -0.705253, 1, 0, 0.497698, -0.00243715 ), + 0, 8.31257, 1, 0, 0.499175, -0.000778724 ) ); + // itree = 474 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470244, -0.00224259 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469947, -0.000925818 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512238, 0.000425748 ), 4, -0.704907, 1, 0, + 0.500711, 0.000387345 ), + 0, 8.20497, 1, 0, 0.498909, -0.000987938 ) ); + // itree = 475 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490685, -0.000753925 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51408, 0.00168142 ), 2, 2, 1, 0, 0.501227, 0.000545267 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48814, -0.00209501 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509828, 0.00245488 ), 0, 9.40588, 1, 0, 0.492931, -0.00943693 ), + 1, 3, 1, 0, 0.498321, -0.000886518 ) ); + // itree = 476 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470621, -0.000182622 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578291, 0.00332103 ), 3, -0.69599, 1, 0, 0.524707, 0.0163185 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496128, -9.79193e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556912, 0.00405132 ), 4, 0.890158, 1, 0, 0.498727, 0.000358266 ), + 0, 8.43922, 1, 0, 0.501985, 0.00235973 ) ); + // itree = 477 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38975, 0.00418971 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508852, -0.00524867 ), 3, -0.894964, 1, 0, 0.477004, -0.0170855 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444349, -0.000482742 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.609061, 0.00204125 ), 3, 0.801942, 1, 0, 0.50315, 0.00239741 ), + 5, -0.689451, 1, 0, 0.499946, 9.88517e-06 ) ); + // itree = 478 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493972, -0.000112843 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496977, -0.00262055 ), 0, 8.153, 1, 0, 0.49568, -0.0155616 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48312, 0.0028715 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507238, 0.000212441 ), 4, -0.799483, 1, 0, 0.503594, 0.0034406 ), + 0, 8.39924, 1, 0, 0.502702, 0.00129888 ) ); + // itree = 479 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490715, -0.000739509 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540702, 0.00201693 ), 4, 0.801014, 1, 0, 0.496351, -0.00279827 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517546, -0.00520225 ), 4, 0.890214, 1, 0, 0.497198, -0.00383616 ) ); + // itree = 480 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489978, -0.00110801 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461543, -0.00569411 ), 5, -0.83715, 1, 0, 0.473792, -0.0220708 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470693, -0.000149436 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.66684, 0.00268472 ), 3, 0.89698, 1, 0, 0.502289, 0.00149957 ), + 5, -0.78419, 1, 0, 0.500626, 0.000124059 ) ); + // itree = 481 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495523, -0.00119182 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498794, -8.27728e-05 ), 0, 8.46547, 1, 0, 0.498325, -0.00208899 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.459993, -0.00935816 ), 0, 9.87055, 1, 0, 0.496751, -0.00310639 ) ); + // itree = 482 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480001, 0.00229868 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500556, -0.000396174 ), 4, -0.808044, 1, 0, 0.497628, -0.000269079 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570846, 0.00471628 ), 4, 0.889873, 1, 0, 0.500637, 0.000766217 ) ); + // itree = 483 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538239, 0.00264094 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530236, 0.00338078 ), 2, 2, 1, 0, 0.534988, 3.86888e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.32999, -0.00351499 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537094, 0.00078554 ), 3, -0.896366, 1, 0, 0.499661, 0.00057954 ), + 0, 8.39114, 1, 0, 0.503453, 0.0037079 ) ); + // itree = 484 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465958, 0.000429853 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510185, -0.00222348 ), 3, -0.794434, 1, 0, 0.494337, -0.012946 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501204, 0.00068335 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548354, 0.00595794 ), 1, 5, 1, 0, 0.503495, 0.004808 ), + 0, 8.47044, 1, 0, 0.502241, 0.00280849 ) ); + // itree = 485 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51401, 0.00193272 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500872, 0.00037814 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496829, -0.00104828 ), 2, 2, 1, 0, 0.49915, 0.000687295 ), + 0, 8.14468, 1, 0, 0.49982, -0.000358853 ) ); + // itree = 486 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490792, -0.00113631 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546085, 0.00327573 ), 1, 5, 1, 0, 0.493823, -0.00175868 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51277, 0.00147098 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487966, -0.00126557 ), 1, 3, 1, 0, 0.504874, 0.00199199 ), + 2, 2, 1, 0, 0.498499, -0.000174894 ) ); + // itree = 487 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478406, 0.000689366 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514398, -0.00305237 ), 3, -0.693818, 1, 0, 0.496264, -0.0112559 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508423, 0.00135317 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495432, -0.000743504 ), 0, 9.16578, 1, 0, 0.50221, 0.0033099 ), + 0, 8.47044, 1, 0, 0.501394, 0.00131083 ) ); + // itree = 488 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464067, 0.00130745 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51629, -0.00230007 ), 3, -0.788415, 1, 0, 0.49685, -0.00882082 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469879, 0.00156779 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.643924, -0.00234021 ), 3, 0.895731, 1, 0, 0.504136, 0.00475704 ), + 0, 8.73606, 1, 0, 0.502248, 0.00123887 ) ); + // itree = 489 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515341, 0.00283376 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468583, -9.4693e-05 ), 0, 8.2693, 1, 0, 0.472334, 0.00175914 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.61113, -0.00393782 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.69711, 0.00266071 ), 0, 9.50041, 1, 0, 0.629864, -0.0167379 ), + 3, 0.897302, 1, 0, 0.49926, -0.00140242 ) ); + // itree = 490 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486603, 0.00584109 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504254, 0.000169193 ), 4, -0.891404, 1, 0, 0.503655, 0.00230066 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44266, -0.00751915 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500299, -0.00104797 ), 4, -0.701713, 1, 0, 0.4845, -0.010026 ), + 0, 9.48864, 1, 0, 0.500325, 0.000157797 ) ); + // itree = 491 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517236, 0.00131104 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499984, 0.000423116 ), 0, 8.71898, 1, 0, 0.504375, 0.00474189 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.434179, -0.00304215 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.665982, 0.00377035 ), 3, 0.8926, 1, 0, 0.498948, -0.00853756 ), + 5, 0.0497204, 1, 0, 0.503683, 0.00304882 ) ); + // itree = 492 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494091, -0.000631087 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500222, -0.0071804 ), 4, 0.890158, 1, 0, 0.494287, -0.0051648 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530922, 0.00329467 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506002, -0.000682726 ), 0, 9.26905, 1, 0, 0.522782, 0.0153863 ), + 5, 0.0515391, 1, 0, 0.497892, -0.00256434 ) ); + // itree = 493 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496954, -0.000280646 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491797, -0.00303468 ), 2, 3, 1, 0, 0.496372, -0.000489507 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484787, -0.00177441 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530245, 0.00344022 ), 5, -0.693049, 1, 0, 0.516447, 0.0116023 ), + 1, 4, 1, 0, 0.499143, -0.000493553 ) ); + // itree = 494 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453864, 0.000672108 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.380307, -0.00543795 ), 0, 9.62104, 1, 0, 0.445829, 0.00201845 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521801, -0.00380039 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.621822, -0.000387686 ), 3, 0.874786, 1, 0, 0.582073, -0.0115568 ), + 3, 0.802863, 1, 0, 0.496594, -0.00303979 ) ); + // itree = 495 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515231, 0.00209964 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49923, -0.00060025 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502701, 0.00090671 ), 0, 9.07703, 1, 0, 0.501022, + -9.68234e-05 ), + 0, 8.17687, 1, 0, 0.501793, 0.00108223 ) ); + // itree = 496 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46782, -0.00280307 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498733, -0.00117635 ), 0, 8.15185, 1, 0, 0.492657, -0.0143378 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496057, -0.000251939 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490866, -0.00312113 ), 5, 0.0449506, 1, 0, 0.495381, -0.00329222 ), + 0, 8.70158, 1, 0, 0.494724, -0.00595653 ) ); + // itree = 497 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419943, -0.00124371 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437956, 0.00233495 ), 5, 0.0506417, 1, 0, 0.42237, -0.00479113 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5635, 0.00164069 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578726, -0.000497894 ), 0, 8.83849, 1, 0, 0.573784, 0.00299031 ), + 3, -0.707496, 1, 0, 0.499021, -0.00085191 ) ); + // itree = 498 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451995, 0.0023507 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538752, -0.000157808 ), 3, -0.799629, 1, 0, 0.507463, 0.00619231 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493122, -0.00150588 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500055, 0.00158621 ), 0, 9.37763, 1, 0, 0.496465, -0.00122561 ), + 0, 9.04212, 1, 0, 0.501807, 0.00237796 ) ); + // itree = 499 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494752, -0.00107221 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505366, 0.000363593 ), 1, 3, 1, 0, 0.498461, -0.000174482 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491935, -9.88142e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5198, 0.006228 ), 2, 2, 1, 0, 0.50339, 0.00872237 ), + 0, 9.48864, 1, 0, 0.499328, -0.00171925 ) ); + // itree = 500 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468968, -0.00232694 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527516, 0.00123134 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493643, -0.000847877 ), 0, 8.51711, 1, 0, + 0.496978, -0.00312024 ), + 0, 8.22123, 1, 0, 0.495256, -0.00436981 ) ); + // itree = 501 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.236429, -0.00549471 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391755, 0.00345705 ), 3, -0.959441, 1, 0, 0.363506, 0.0117423 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447428, -0.00137205 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55182, 6.53943e-05 ), 3, -0.806585, 1, 0, 0.527727, -0.00177661 ), + 3, -0.896497, 1, 0, 0.499979, 0.000507635 ) ); + // itree = 502 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503119, 0.0041275 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473134, 0.000128761 ), 2, 2, 1, 0, 0.491939, -0.000849825 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49825, -0.000390956 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535348, 0.0016218 ), 4, 0.749607, 1, 0, 0.509856, 0.00130941 ), + 4, -0.703859, 1, 0, 0.504995, 0.00546094 ) ); + // itree = 503 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518533, 0.00260173 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494061, -0.000664071 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565149, 0.00436394 ), 4, 0.889598, 1, 0, + 0.496924, -0.00298614 ), + 0, 8.13359, 1, 0, 0.497909, -0.00156128 ) ); + // itree = 504 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494121, 0.000291477 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513479, 0.00465342 ), 0, 8.95611, 1, 0, 0.505746, 0.0140826 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492085, -0.00113381 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517349, 0.00168461 ), 2, 3, 1, 0, 0.494918, -3.29698e-05 ), + 5, -0.692834, 1, 0, 0.496266, -0.00303686 ) ); + // itree = 505 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49177, -0.00146669 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500756, 0.000370975 ), 0, 8.77052, 1, 0, 0.496962, -0.00432739 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510066, 0.00322083 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490763, -0.000297029 ), 0, 9.54309, 1, 0, 0.501476, 0.00764815 ), + 0, 9.26497, 1, 0, 0.498481, -0.000299043 ) ); + // itree = 506 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521011, 0.00238937 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444245, -0.00340864 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505656, 0.000773202 ), 4, -0.891268, 1, 0, + 0.50325, 0.00373199 ), + 0, 8.31257, 1, 0, 0.504764, 0.00547136 ) ); + // itree = 507 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480458, 0.00103761 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518269, -0.00280592 ), 3, -0.694406, 1, 0, 0.498718, -0.00795268 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463835, -2.80651e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.664588, 0.0028593 ), 3, 0.896583, 1, 0, 0.502272, 0.00253611 ), + 0, 8.5443, 1, 0, 0.501692, 0.000823444 ) ); + // itree = 508 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472761, 0.000301844 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.631598, -0.00200805 ), 3, 0.895226, 1, 0, 0.499097, -0.000153984 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514152, 0.00128546 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558531, 0.0064921 ), 5, 0.828961, 1, 0, 0.52455, 0.0147765 ), + 5, 0.0486463, 1, 0, 0.502291, 0.00171946 ) ); + // itree = 509 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511791, 0.00122238 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48004, -0.00374663 ), 5, 0.0456227, 1, 0, 0.507848, 0.0052091 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431597, 9.93937e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.591011, -0.00286664 ), 3, 0.802058, 1, 0, 0.494086, -0.00504565 ), + 0, 8.89902, 1, 0, 0.499165, -0.00126133 ) ); + // itree = 510 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425268, -0.00521328 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50223, 0.000209653 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525258, 0.0029831 ), 2, 3, 1, 0, 0.504742, -0.000149146 ), + 4, -0.890158, 1, 0, 0.501664, 0.00179233 ) ); + // itree = 511 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493917, 0.000739796 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490046, -0.000671623 ), 2, 2, 1, 0, 0.492187, 0.000169513 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503719, -0.00318299 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527772, -0.000123473 ), 2, 2, 1, 0, 0.512799, -0.0021628 ), + 4, 0.0468013, 1, 0, 0.497918, -0.00290261 ) ); + // itree = 512 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400723, 0.00345311 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.332931, -0.000196219 ), 0, 9.11615, 1, 0, 0.363209, 0.0107988 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527677, -0.000941706 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530039, 0.000852933 ), 2, 2, 1, 0, 0.528718, -8.43874e-05 ), + 3, -0.896497, 1, 0, 0.50074, 0.000732229 ) ); + // itree = 513 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498813, 0.000163129 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545912, 0.00415116 ), 1, 5, 1, 0, 0.500816, 0.00141706 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523605, -0.0040686 ), 4, 0.892405, 1, 0, 0.501677, 0.00127921 ) ); + // itree = 514 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475882, -0.00184781 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425494, -0.000137336 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584135, 0.00169025 ), 3, -0.707682, 1, 0, + 0.505753, 0.00473184 ), + 0, 8.20497, 1, 0, 0.503994, 0.00333567 ) ); + // itree = 515 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478286, -0.00031021 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523507, -0.00275068 ), 3, 0.790316, 1, 0, 0.494626, -0.0120141 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501338, 0.000697497 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512492, -0.00411821 ), 4, 0.888286, 1, 0, 0.501816, 0.00294676 ), + 0, 8.47021, 1, 0, 0.500818, 0.000870423 ) ); + // itree = 516 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496403, -0.000209903 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485991, -0.00528892 ), 1, 5, 1, 0, 0.495932, -0.000278591 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563523, 0.00485644 ), 4, 0.890015, 1, 0, 0.498558, -0.00175234 ) ); + // itree = 517 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501364, 0.000543272 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554774, 0.00452008 ), 1, 5, 1, 0, 0.504032, 0.00331473 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487814, -0.00373893 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50848, 0.000960598 ), 0, 9.30225, 1, 0, 0.493769, -0.0152144 ), + 2, 3, 1, 0, 0.502933, 8.59644e-05 ) ); + // itree = 518 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489885, 0.00338449 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503731, -8.12668e-05 ), 4, -0.795924, 1, 0, 0.501853, 0.00224496 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399951, 0.00133683 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526739, -0.00330419 ), 3, -0.893773, 1, 0, 0.495254, -0.0143117 ), + 1, 4, 1, 0, 0.500922, 0.000625521 ) ); + // itree = 519 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466967, 0.000843225 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475979, -0.000820128 ), 2, 2, 1, 0, 0.471011, 8.15838e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.655822, 0.00458229 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.690303, -0.000633607 ), 4, 0.78994, 1, 0, 0.664897, 0.0178212 ), + 3, 0.897273, 1, 0, 0.504362, 0.00383379 ) ); + // itree = 520 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498065, 0.00014953 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560195, 0.00349421 ), 4, 0.795541, 1, 0, 0.506887, 0.00479801 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445078, -0.00217349 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.673268, 0.00154562 ), 3, 0.896325, 1, 0, 0.49235, -0.00670521 ), + 0, 9.11147, 1, 0, 0.500279, -0.000431088 ) ); + // itree = 521 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50316, 0.000819783 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553334, 0.00531662 ), 1, 5, 1, 0, 0.505061, 0.00316947 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488238, -0.00297102 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538806, 0.0026099 ), 5, 0.828961, 1, 0, 0.500303, -0.0106663 ), + 5, 0.0492334, 1, 0, 0.504468, 0.0040867 ) ); + // itree = 522 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.290368, -0.00310869 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439376, 0.000176031 ), 3, -0.936788, 1, 0, 0.407525, -0.00263525 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60232, 0.00421386 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556235, 0.000694104 ), 5, -0.776957, 1, 0, 0.558816, 0.00564973 ), + 3, -0.801988, 1, 0, 0.502498, 0.00256563 ) ); + // itree = 523 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462859, 0.000118843 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448088, -0.00448278 ), 4, -0.85784, 1, 0, 0.45504, -0.0144454 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464032, 0.00101379 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.602603, -0.000468776 ), 3, 0.802354, 1, 0, 0.510802, 0.00356606 ), + 4, -0.79541, 1, 0, 0.50226, 0.000807086 ) ); + // itree = 524 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499595, -0.000271182 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504713, 0.00116926 ), 0, 9.0014, 1, 0, 0.502391, 0.00200231 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490764, -0.00537591 ), 1, 5, 1, 0, 0.501825, -0.000118116 ) ); + // itree = 525 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435472, -0.000241414 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.614663, 0.00327465 ), 3, 0.802584, 1, 0, 0.5059, 0.00711606 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514581, 0.00103199 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495312, -0.0016341 ), 0, 8.62698, 1, 0, 0.499335, -0.00455308 ), + 2, 2, 1, 0, 0.503141, -0.000357142 ) ); + // itree = 526 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430513, -0.00214693 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555369, -0.000191787 ), 3, -0.703131, 1, 0, 0.494481, -0.0091397 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515196, 0.00209035 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492898, -0.00133115 ), 0, 9.26177, 1, 0, 0.500564, 0.000388068 ), + 0, 9.05517, 1, 0, 0.497565, -0.0043083 ) ); + // itree = 527 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505055, 0.000239296 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487217, -0.00197228 ), 1, 2, 1, 0, 0.492412, -0.000414236 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506503, 0.00095792 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490704, -0.00139976 ), 0, 9.45123, 1, 0, 0.502354, 0.00284343 ), + 0, 8.70158, 1, 0, 0.499932, -0.000863302 ) ); + // itree = 528 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418373, -0.000448455 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454016, -0.00349132 ), 3, -0.758558, 1, 0, 0.422218, -0.00514562 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.589226, 0.00186645 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563415, -0.000627134 ), 2, 2, 1, 0, 0.57835, 0.000778951 ), + 3, -0.706848, 1, 0, 0.501158, 0.000274805 ) ); + // itree = 529 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494952, -0.00113075 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511892, 0.00132505 ), 0, 8.39441, 1, 0, 0.507765, 0.00496048 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48969, -0.00240315 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493588, 0.000433133 ), 0, 9.68408, 1, 0, 0.490338, -0.00970217 ), + 0, 9.0014, 1, 0, 0.498232, -0.00306097 ) ); + // itree = 530 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.397148, -0.0016803 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5556, 3.37655e-05 ), 3, -0.801655, 1, 0, 0.4962, -0.00372679 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4661, 0.00676054 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542885, -0.000415999 ), 3, -0.788396, 1, 0, 0.517178, 0.0107452 ), + 2, 3, 1, 0, 0.498511, -0.000343187 ) ); + // itree = 531 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477703, 0.0010533 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550769, 0.00176729 ), 3, -0.694228, 1, 0, 0.51383, 0.014312 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495191, -0.000675977 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490388, -0.00341687 ), 5, 0.0497499, 1, 0, 0.494593, -0.00594541 ), + 0, 8.33755, 1, 0, 0.496349, -0.00409629 ) ); + // itree = 532 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474732, 0.00406522 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60917, 0.000935146 ), 3, 0.894048, 1, 0, 0.516495, 0.0194087 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45273, 0.000889371 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594666, -0.000626678 ), 3, 0.802564, 1, 0, 0.503297, 0.00244321 ), + 5, -0.690034, 1, 0, 0.504923, 0.00453368 ) ); + // itree = 533 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411983, 0.000901151 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544344, -0.000744448 ), 3, -0.80209, 1, 0, 0.498106, -0.00124799 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469395, -0.00403472 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507892, 0.000826335 ), 0, 9.08772, 1, 0, 0.487857, -0.015384 ), + 5, 0.052559, 1, 0, 0.496812, -0.00303363 ) ); + // itree = 534 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431932, -0.000477761 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.613057, 0.00260109 ), 3, 0.802584, 1, 0, 0.503453, 0.00440844 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483486, -0.00192334 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500239, -0.000445917 ), 0, 8.67888, 1, 0, 0.496205, -0.00596848 ), + 2, 2, 1, 0, 0.500366, -3.4957e-05 ) ); + // itree = 535 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52045, 0.00397068 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540129, 0.00552749 ), 5, -0.828426, 1, 0, 0.530198, 0.0276566 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514873, 0.000896079 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495048, -0.00062108 ), 0, 8.65759, 1, 0, 0.499408, -0.000802072 ), + 5, -0.784302, 1, 0, 0.501192, 0.000847196 ) ); + // itree = 536 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502114, 0.00074453 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525777, 0.00332937 ), 2, 3, 1, 0, 0.504727, 0.000904277 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499817, -0.00302473 ), 1, 5, 1, 0, 0.504492, 0.00221772 ) ); + // itree = 537 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428785, -0.00302874 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.392102, -0.0011208 ), 0, 8.61663, 1, 0, 0.39884, -0.0102425 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554347, 0.00199621 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557285, -0.000452846 ), 0, 8.62866, 1, 0, 0.556655, 0.00218099 ), + 3, -0.801722, 1, 0, 0.498573, -0.00239134 ) ); + // itree = 538 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451165, -0.00289126 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430773, -0.00110447 ), 0, 8.45598, 1, 0, 0.433619, -0.00962644 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581985, 0.00195698 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595231, -0.0010751 ), 0, 8.66464, 1, 0, 0.59243, -0.000404316 ), + 3, 0.801081, 1, 0, 0.494158, -0.00611092 ) ); + // itree = 539 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450468, -0.00471489 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470831, -0.000777106 ), 1, 2, 1, 0, 0.467495, 0.000807592 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487444, 0.00102938 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.665556, -0.00247602 ), 3, 0.895055, 1, 0, 0.51283, 0.00398497 ), + 4, -0.704907, 1, 0, 0.500549, 0.000528893 ) ); + // itree = 540 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453327, -0.0025398 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504992, 0.000257587 ), 4, -0.795897, 1, 0, 0.498206, -0.000521506 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465555, -0.00100828 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549118, 0.00452956 ), 4, -0.796645, 1, 0, 0.526302, 0.0189463 ), + 1, 4, 1, 0, 0.502117, 0.00122249 ) ); + // itree = 541 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533299, 0.00397917 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494843, 0.00056106 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51902, -0.000927283 ), 4, 0.046733, 1, 0, + 0.501692, 0.000904332 ), + 0, 8.14052, 1, 0, 0.503243, 0.00287713 ) ); + // itree = 542 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.307563, -0.00397065 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.412465, 0.00157311 ), 3, -0.922105, 1, 0, 0.346025, -0.00942651 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52904, 0.000913777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535138, -0.000301827 ), 0, 8.88742, 1, 0, 0.532794, 0.00210469 ), + 3, -0.895145, 1, 0, 0.500925, 0.000137134 ) ); + // itree = 543 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424751, 2.59245e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584716, 0.00202752 ), 3, -0.707726, 1, 0, 0.50503, 0.00648499 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498047, -0.0037063 ), 1, 5, 1, 0, 0.504688, 0.000741233 ) ); + // itree = 544 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515683, 0.00236768 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492637, -0.00132945 ), 5, -0.785057, 1, 0, 0.493934, -0.00778372 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490258, -0.000162186 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515924, 0.00529871 ), 2, 2, 1, 0, 0.500925, 0.00736181 ), + 0, 9.48864, 1, 0, 0.49518, -0.00510295 ) ); + // itree = 545 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442511, 0.00190738 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.378666, -0.000455014 ), 0, 9.13886, 1, 0, 0.413775, 0.00699169 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546252, -0.000996125 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593322, 0.00486525 ), 0, 9.79783, 1, 0, 0.548643, -0.00543834 ), + 3, -0.800707, 1, 0, 0.498671, -0.000832712 ) ); + // itree = 546 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.359051, -0.000825541 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559165, 0.00264024 ), 3, -0.800823, 1, 0, 0.480214, 0.00841678 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48832, -0.0020248 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530493, 0.000673296 ), 4, 0.749489, 1, 0, 0.501821, -0.00748763 ), + 4, -0.705275, 1, 0, 0.495932, -0.00315265 ) ); + // itree = 547 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413835, 0.00137698 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456523, 0.00696761 ), 5, 0.791373, 1, 0, 0.417192, 0.0110561 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549191, -0.0016705 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553385, 0.00115444 ), 2, 2, 1, 0, 0.551033, -0.000358766 ), + 3, -0.801655, 1, 0, 0.501336, 0.00211026 ) ); + // itree = 548 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479197, 0.000454162 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.687232, 0.00400702 ), 3, 0.896375, 1, 0, 0.505363, 0.00523202 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502854, -9.99922e-06 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489517, -0.00188638 ), 0, 8.92775, 1, 0, 0.494762, -0.0056144 ), + 1, 2, 1, 0, 0.497811, -0.00025675 ) ); + // itree = 549 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46508, 0.000198998 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493258, 0.00188861 ), 4, 0.0487118, 1, 0, 0.472761, 0.00421468 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.629477, 0.000664284 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.659065, -0.0055018 ), 4, 0.0452317, 1, 0, 0.63906, -0.00693945 ), + 3, 0.89512, 1, 0, 0.502409, 0.00222608 ) ); + // itree = 550 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467958, -0.00230053 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49717, 0.000458651 ), 0, 8.18757, 1, 0, 0.495515, 0.00131847 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.392068, -0.00406756 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.596708, -0.000617091 ), 3, -0.895453, 1, 0, 0.523214, -0.0109353 ), + 4, 0.79618, 1, 0, 0.499737, -0.000549084 ) ); + // itree = 551 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473717, -0.00161958 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499093, -5.04946e-05 ), 0, 8.22123, 1, 0, 0.497486, -0.00135162 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497401, -0.00370121 ), 1, 5, 1, 0, 0.497482, -0.00149984 ) ); + // itree = 552 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500786, -3.06732e-06 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476139, -0.00428446 ), 0, 9.5321, 1, 0, 0.496978, -0.00239986 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508719, 0.000271795 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549003, 0.00696529 ), 5, 0.0429606, 1, 0, 0.520755, 0.0138358 ), + 1, 4, 1, 0, 0.500317, -0.000415854 ) ); + // itree = 553 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445888, -0.00362713 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510646, -0.000842581 ), 4, -0.679488, 1, 0, 0.492831, -0.0153261 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498395, -8.27726e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50835, 0.00289614 ), 0, 9.25403, 1, 0, 0.502688, 0.00484069 ), + 0, 8.64218, 1, 0, 0.500585, 0.00053919 ) ); + // itree = 554 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469518, -0.000549187 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448142, 0.00385298 ), 0, 9.61106, 1, 0, 0.467166, -0.00181353 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.599115, -0.00508089 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.759908, 0.00186059 ), 3, 0.95989, 1, 0, 0.626952, -0.0223839 ), + 3, 0.896967, 1, 0, 0.494784, -0.00536902 ) ); + // itree = 555 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510481, 0.0016756 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479066, 0.00157696 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504023, -0.000386987 ), 4, -0.799093, 1, 0, + 0.500234, -0.00066854 ), + 0, 8.26393, 1, 0, 0.500976, 0.000620528 ) ); + // itree = 556 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529666, 0.00214508 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509379, 0.000974686 ), 2, 2, 1, 0, 0.520959, -0.000163751 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.438371, -2.15039e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.587897, -0.00172113 ), 3, 0.802697, 1, 0, 0.49499, -0.00373149 ), + 0, 8.38523, 1, 0, 0.497773, -0.00158499 ) ); + // itree = 557 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487433, 0.00222597 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55175, 0.000199681 ), 3, -0.702206, 1, 0, 0.519232, 0.0118343 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.406947, -0.00163032 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583225, 0.00105809 ), 3, -0.707682, 1, 0, 0.496239, -0.00150274 ), + 0, 8.64869, 1, 0, 0.50113, 0.00133417 ) ); + // itree = 558 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526144, 0.00307459 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49798, -0.00113935 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501913, 0.00090662 ), 0, 8.73145, 1, 0, 0.501032, 0.00139351 ), + 0, 8.14088, 1, 0, 0.502261, 0.00283981 ) ); + // itree = 559 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.320234, -0.00199806 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457496, 0.00206424 ), 3, -0.919006, 1, 0, 0.413413, 0.00563624 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539644, 0.000298745 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557153, -0.000956228 ), 0, 8.80726, 1, 0, 0.551672, -0.00257193 ), + 3, -0.802156, 1, 0, 0.501025, 0.000434922 ) ); + // itree = 560 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430461, 0.000855604 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56946, -0.000378178 ), 3, -0.707496, 1, 0, 0.500964, 0.0014694 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486725, -0.00381588 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501526, -0.000161367 ), 2, 2, 1, 0, 0.491965, -0.000117629 ), + 1, 4, 1, 0, 0.499701, -8.58576e-05 ) ); + // itree = 561 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.343882, 0.00706848 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.369689, -0.00025217 ), 4, -0.70241, 1, 0, 0.36166, 0.0102477 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497274, -0.00208103 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531744, -0.000233432 ), 0, 8.47044, 1, 0, 0.526615, -0.00423856 ), + 3, -0.895368, 1, 0, 0.498261, -0.00174856 ) ); + // itree = 562 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524047, 0.00166886 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494332, -0.000840708 ), 2, 2, 1, 0, 0.511049, -6.79543e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486146, -0.00182985 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498288, 0.000280851 ), 0, 9.2416, 1, 0, 0.491872, -0.00551987 ), + 0, 8.73592, 1, 0, 0.496867, -0.00256105 ) ); + // itree = 563 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460563, -0.00243787 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488205, 0.000873617 ), 5, 0.0441477, 1, 0, 0.467538, -0.00994816 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500769, -0.00067773 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518557, 0.0012382 ), 1, 2, 1, 0, 0.512481, 0.00154682 ), + 4, -0.70241, 1, 0, 0.500443, -3.60239e-05 ) ); + // itree = 564 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475028, -0.00230722 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512865, 0.00256221 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501159, 4.69916e-05 ), 5, -0.690799, 1, 0, + 0.502625, 0.00215526 ), + 0, 8.28058, 1, 0, 0.500514, 0.000228244 ) ); + // itree = 565 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40851, 0.00401971 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.34145, 0.00200665 ), 0, 9.1203, 1, 0, 0.372163, 0.0175972 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493563, -0.00174028 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537362, 0.000934342 ), 0, 8.33755, 1, 0, 0.53304, 0.00344142 ), + 3, -0.895509, 1, 0, 0.505254, 0.00588636 ) ); + // itree = 566 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485071, -0.00258656 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506281, 0.00122333 ), 5, -0.69014, 1, 0, 0.503117, 0.0043606 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484155, -0.00236818 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500012, 0.000178808 ), 0, 9.1746, 1, 0, 0.490347, -0.0102074 ), + 2, 2, 1, 0, 0.497688, -6.54173e-05 ) ); + // itree = 567 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519892, 0.00155319 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499061, 0.000196342 ), 0, 8.39114, 1, 0, 0.501284, 0.0026632 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500699, -0.00314682 ), 1, 5, 1, 0, 0.501256, 0.00147941 ) ); + // itree = 568 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478058, 0.000737107 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566884, 0.00261762 ), 3, -0.695852, 1, 0, 0.52284, 0.0163421 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503195, 0.000386264 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489482, -0.00156619 ), 1, 2, 1, 0, 0.493447, -0.00547649 ), + 0, 8.47021, 1, 0, 0.497462, -0.00265739 ) ); + // itree = 569 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506733, 0.00130709 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496213, -0.000829102 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503068, 0.00316967 ), 0, 9.74208, 1, 0, 0.496722, -0.0040855 ), + 0, 8.24309, 1, 0, 0.497401, -0.00291058 ) ); + // itree = 570 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44177, -0.00342261 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487946, 0.00170843 ), 4, -0.897849, 1, 0, 0.482622, 0.00751542 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479875, -0.000208587 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.660477, -0.00261554 ), 3, 0.895291, 1, 0, 0.505823, -0.00311428 ), + 4, -0.705275, 1, 0, 0.499503, -0.00021863 ) ); + // itree = 571 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473242, 0.00103575 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447252, -0.0040348 ), 4, -0.906354, 1, 0, 0.451806, -0.0191428 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502489, -0.000513034 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510037, 0.00172836 ), 0, 9.19153, 1, 0, 0.505366, 0.000461251 ), + 4, -0.799107, 1, 0, 0.497454, -0.00243462 ) ); + // itree = 572 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476329, -0.00329671 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49422, -0.000923862 ), 1, 2, 1, 0, 0.489053, -8.09451e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501114, 0.000903268 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486902, -0.00392583 ), 2, 3, 1, 0, 0.499644, 0.00267669 ), + 0, 8.91595, 1, 0, 0.495544, -0.00384813 ) ); + // itree = 573 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457305, -0.00156068 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511342, 0.0011098 ), 4, -0.798862, 1, 0, 0.503799, 0.00473665 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494973, -0.00351988 ), 1, 5, 1, 0, 0.503393, 0.00277219 ) ); + // itree = 574 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419649, -0.00103122 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57218, 0.000881608 ), 3, -0.707723, 1, 0, 0.497322, -0.000317119 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566781, 0.00479401 ), 4, 0.890097, 1, 0, 0.500107, 0.000733649 ) ); + // itree = 575 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483299, 0.00119591 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508026, -8.61881e-05 ), 4, -0.702757, 1, 0, 0.501194, 0.00173479 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468236, -0.00883494 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485189, -0.00193146 ), 0, 9.90099, 1, 0, 0.477381, -0.0174351 ), + 0, 9.751, 1, 0, 0.49957, 0.000427562 ) ); + // itree = 576 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.39549, -0.00180847 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443517, 0.00361292 ), 2, 3, 1, 0, 0.399913, -0.00115101 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537202, -0.000114914 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.622635, 0.00346007 ), 4, 0.0460063, 1, 0, 0.556921, 0.00413082 ), + 3, -0.80209, 1, 0, 0.49903, -0.000496133 ) ); + // itree = 577 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500439, 0.00236048 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493915, -0.00154152 ), 4, -0.697302, 1, 0, 0.494957, -0.00567802 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505146, 0.000956709 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492204, -0.0013253 ), 2, 3, 1, 0, 0.503885, 0.000121093 ), + 1, 2, 1, 0, 0.501277, 0.000604294 ) ); + // itree = 578 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.335981, 0.000173419 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450292, 0.00722207 ), 3, -0.913513, 1, 0, 0.364282, 0.0113386 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529624, -0.0010336 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524341, 0.000323697 ), 2, 2, 1, 0, 0.527288, -0.000577679 ), + 3, -0.895537, 1, 0, 0.498874, -0.000574172 ) ); + // itree = 579 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4334, -0.00472777 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492316, 0.00214688 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506962, -0.000341138 ), 4, -0.712807, 1, 0, + 0.503387, 0.00165419 ), + 4, -0.891404, 1, 0, 0.500781, 0.000722316 ) ); + // itree = 580 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478546, 0.00470066 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502435, 0.00028865 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499884, -0.00429084 ), 1, 5, 1, 0, 0.502325, 8.89332e-05 ), + 4, -0.889553, 1, 0, 0.501376, 0.00150581 ) ); + // itree = 581 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508177, 6.52598e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477959, -0.00293763 ), 0, 8.4746, 1, 0, 0.497038, -0.00903217 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512741, 0.00232987 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497544, -0.000310651 ), 0, 9.0448, 1, 0, 0.502688, 0.00444428 ), + 0, 8.66464, 1, 0, 0.501418, 0.00141583 ) ); + // itree = 582 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481951, -0.00158134 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50723, 0.000753403 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489642, -0.00160051 ), 0, 9.12671, 1, 0, + 0.498742, -0.000518339 ), + 0, 8.28058, 1, 0, 0.497422, -0.00175956 ) ); + // itree = 583 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504915, -0.000135711 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47774, -0.00266001 ), 2, 2, 1, 0, 0.493391, -0.000777942 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503866, 0.000852961 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482523, -0.00270648 ), 0, 9.52089, 1, 0, 0.499104, 0.00162668 ), + 0, 8.77296, 1, 0, 0.4975, -0.00179573 ) ); + // itree = 584 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458419, -0.00127006 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538501, -0.000154903 ), 3, -0.694461, 1, 0, 0.497623, -0.00726257 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491859, 0.000319587 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534182, 0.00211445 ), 4, 0.0475076, 1, 0, 0.503829, 0.00470902 ), + 0, 8.39924, 1, 0, 0.503145, 0.00338958 ) ); + // itree = 585 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.331905, -0.00335988 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52949, 6.59086e-05 ), 3, -0.896305, 1, 0, 0.496273, -0.0027418 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547495, 0.00463939 ), 1, 5, 1, 0, 0.498721, -0.00155174 ) ); + // itree = 586 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50894, 0.00117776 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490332, -0.000268535 ), 0, 8.83146, 1, 0, 0.496464, 0.00247386 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506874, -0.00364202 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549428, 0.00199149 ), 2, 2, 1, 0, 0.521011, -0.00141994 ), + 4, 0.79865, 1, 0, 0.500167, 0.000358009 ) ); + // itree = 587 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494917, 0.00352277 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497405, 0.000529188 ), 5, -0.678029, 1, 0, 0.497194, 0.00488428 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535395, 0.000201061 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484007, -0.0124732 ), 0, 9.3651, 1, 0, 0.520903, -0.0120971 ), + 4, 0.796457, 1, 0, 0.5009, 0.00222985 ) ); + // itree = 588 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496151, -0.000725814 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500319, 0.00231756 ), 0, 9.38582, 1, 0, 0.497155, -0.00180986 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460106, -0.00190034 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552219, 0.00466018 ), 4, -0.699456, 1, 0, 0.521462, 0.0159094 ), + 1, 4, 1, 0, 0.500552, -0.000887312 ) ); + // itree = 589 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.378758, 0.00148482 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522427, -0.00317342 ), 3, -0.895333, 1, 0, 0.482523, -0.0118928 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513436, 0.00153037 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494646, -0.000743203 ), 0, 9.27029, 1, 0, 0.507315, 0.00660974 ), + 5, -0.690645, 1, 0, 0.50425, 0.00432273 ) ); + // itree = 590 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.307839, -0.00177358 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461919, 0.00123902 ), 3, -0.926405, 1, 0, 0.43132, 0.00481979 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565417, -0.000464148 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580567, -0.0058392 ), 0, 9.53235, 1, 0, 0.56781, -0.0058476 ), + 3, -0.707726, 1, 0, 0.500279, -0.000569694 ) ); + // itree = 591 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474183, -0.0036045 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507724, 0.00186715 ), 5, -0.743924, 1, 0, 0.48121, -0.0154427 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495688, -0.000603085 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511291, 0.00133806 ), 1, 3, 1, 0, 0.500102, -0.00110538 ), + 5, -0.691701, 1, 0, 0.497795, -0.00215799 ) ); + // itree = 592 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493577, -0.000945754 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502213, 0.00050526 ), 0, 8.41095, 1, 0, 0.501232, 0.00152833 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419946, -0.00532988 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557721, -0.00128394 ), 3, -0.702591, 1, 0, 0.489202, -0.0174651 ), + 2, 3, 1, 0, 0.499943, -0.000297133 ) ); + // itree = 593 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458212, 0.000341695 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56814, -0.00163624 ), 3, 0.799219, 1, 0, 0.498834, -0.00267158 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488337, 0.00618367 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506818, 0.00148939 ), 4, -0.795897, 1, 0, 0.503782, 0.00911561 ), + 0, 9.26688, 1, 0, 0.500455, 0.00118983 ) ); + // itree = 594 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50988, -0.000162692 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475677, -0.00239867 ), 2, 2, 1, 0, 0.494536, -0.000897365 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504912, 0.00085464 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482243, -0.00201471 ), 0, 9.5553, 1, 0, 0.501194, 0.00324818 ), + 0, 8.46603, 1, 0, 0.500297, 0.00124944 ) ); + // itree = 595 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488473, -0.000782688 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477842, -0.00403299 ), 1, 4, 1, 0, 0.483168, -0.0142322 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484659, 0.00272721 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506073, 0.000196451 ), 4, -0.799107, 1, 0, 0.503321, 0.00310395 ), + 5, -0.7852, 1, 0, 0.502135, 0.00211611 ) ); + // itree = 596 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.349882, 0.00114113 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469422, -0.000956974 ), 3, -0.905324, 1, 0, 0.440463, -0.00345723 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512, -0.00479396 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.613632, 0.00204636 ), + 3, 0.828934, 1, 0, 0.599499, 0.00588404 ), + 3, 0.801963, 1, 0, 0.500561, 7.27393e-05 ) ); + // itree = 597 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475382, -0.00288408 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497018, -0.000516313 ), 5, -0.69037, 1, 0, 0.494559, -0.00495777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538034, 0.00279697 ), 1, 5, 1, 0, 0.496658, -0.00315461 ) ); + // itree = 598 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.363097, -0.0026003 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46126, 0.000548835 ), 3, -0.874039, 1, 0, 0.402348, -0.00752961 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528988, 0.0011358 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.647728, -0.00158713 ), 3, 0.905949, 1, 0, 0.557811, 0.00383396 ), + 3, -0.802119, 1, 0, 0.500046, -0.000388339 ) ); + // itree = 599 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464165, -0.00159948 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435372, -0.000374446 ), 0, 8.51469, 1, 0, 0.440164, -0.00446839 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58264, 0.0020839 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.604404, 0.000555367 ), 0, 8.74798, 1, 0, 0.598945, 0.00685719 ), + 3, 0.801942, 1, 0, 0.500381, -0.00017326 ) ); + // itree = 600 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451966, -0.000911514 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425626, 0.00219378 ), 0, 8.72204, 1, 0, 0.432647, 0.00624792 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554445, -0.000939714 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.660896, 0.00207724 ), 4, 0.795935, 1, 0, 0.569267, -0.00351489 ), + 3, -0.707314, 1, 0, 0.50109, 0.00135701 ) ); + // itree = 601 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.404398, -0.000303187 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524312, 0.00112111 ), 3, -0.811226, 1, 0, 0.473288, 0.00359637 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.631651, -0.00327583 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.64442, 0.00399818 ), 1, 4, 1, 0, 0.63425, -0.00282879 ), + 3, 0.895731, 1, 0, 0.50202, 0.00125544 ) ); + // itree = 602 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499785, 0.00451915 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468613, -1.56738e-05 ), 1, 3, 1, 0, 0.482812, 0.00576489 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493127, -0.00181323 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501408, -0.000446171 ), 0, 8.44469, 1, 0, 0.500349, -0.00451133 ), + 4, -0.799135, 1, 0, 0.497783, -0.00204714 ) ); + // itree = 603 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473502, -0.00038601 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45811, -0.0040901 ), 4, -0.758113, 1, 0, 0.47018, -0.00750842 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531046, 0.00206327 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508518, 8.81007e-05 ), 0, 8.75467, 1, 0, 0.514651, 0.00539449 ), + 4, -0.705568, 1, 0, 0.502628, 0.00190623 ) ); + // itree = 604 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420625, -0.00618778 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497633, -0.000265296 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525727, 0.00216791 ), 1, 4, 1, 0, 0.501222, -0.00172404 ), + 4, -0.890102, 1, 0, 0.49806, -0.0010069 ) ); + // itree = 605 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486344, 0.00383862 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445302, -0.00407645 ), 5, -0.779667, 1, 0, 0.452735, -0.0159169 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504994, 5.25048e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506618, -0.00462172 ), 1, 5, 1, 0, 0.50506, 0.000577539 ), + 4, -0.798862, 1, 0, 0.497185, -0.00315336 ) ); + // itree = 606 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514867, 0.00017222 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516609, 0.00199186 ), 2, 2, 1, 0, 0.515645, 0.000737724 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489368, -0.00138013 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497281, 3.30363e-05 ), 0, 9.04086, 1, 0, 0.494161, -0.00386243 ), + 0, 8.48789, 1, 0, 0.497227, -0.00201746 ) ); + // itree = 607 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494039, -0.000371069 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504283, 0.00089364 ), 2, 2, 1, 0, 0.498456, 0.000820581 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562549, 0.00476239 ), 4, 0.889218, 1, 0, 0.500965, 0.00186318 ) ); + // itree = 608 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490573, 0.000133939 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514707, -0.00135079 ), 4, 0.0462377, 1, 0, 0.497583, -0.00181959 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540453, 0.00378958 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507308, 0.00133549 ), 0, 8.91718, 1, 0, 0.520712, 0.0151645 ), + 2, 3, 1, 0, 0.500125, -0.000362928 ) ); + // itree = 609 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420747, -7.01296e-06 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520741, 0.00633279 ), 3, -0.745787, 1, 0, 0.428096, 0.0031671 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553327, -0.00110796 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.622272, -0.00422323 ), 4, 0.79578, 1, 0, 0.562818, -0.00925952 ), + 3, -0.707801, 1, 0, 0.496876, -0.00317711 ) ); + // itree = 610 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492459, -0.00119385 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500931, 0.00064265 ), 0, 8.6975, 1, 0, 0.498884, -0.000109884 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506529, -0.000883413 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46309, -0.00648388 ), 1, 3, 1, 0, 0.494242, 0.00143539 ), + 2, 3, 1, 0, 0.498379, -0.000975533 ) ); + // itree = 611 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502668, 7.61567e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486067, -0.00248956 ), 1, 3, 1, 0, 0.496919, -8.0866e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.408876, 0.00247227 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562999, 0.000434056 ), 3, -0.801007, 1, 0, 0.505112, 0.00624215 ), + 0, 8.73592, 1, 0, 0.503005, 0.00272153 ) ); + // itree = 612 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483807, -0.00247338 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500679, -6.17117e-05 ), 1, 2, 1, 0, 0.495726, 0.000437116 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517972, 0.00360819 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501308, 0.000844775 ), 0, 9.18721, 1, 0, 0.50444, 0.0067732 ), + 0, 9.08025, 1, 0, 0.499946, 9.50671e-05 ) ); + // itree = 613 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.366279, -0.00224162 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.34126, 0.0012969 ), 0, 9.03249, 1, 0, 0.351023, -0.00341015 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52346, 0.000881507 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563998, -0.000452051 ), 4, 0.0452317, 1, 0, 0.533605, 0.00352043 ), + 3, -0.895461, 1, 0, 0.501912, 0.0023174 ) ); + // itree = 614 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532266, 0.00382256 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50494, 0.000778752 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50049, -0.000639606 ), 1, 3, 1, 0, 0.503376, 0.00166864 ), + 0, 8.13401, 1, 0, 0.504764, 0.00351887 ) ); + // itree = 615 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463932, -0.000509029 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502322, 0.00175311 ), 2, 3, 1, 0, 0.468471, -0.000112067 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.642963, 0.00285025 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.66814, -0.00366109 ), 4, 0.794911, 1, 0, 0.649001, 0.00758185 ), + 3, 0.896605, 1, 0, 0.499485, -0.000223622 ) ); + // itree = 616 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51963, 0.00229569 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52919, 0.00143584 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497366, -0.000511706 ), 0, 8.49637, 1, 0, + 0.500446, -0.00130614 ), + 0, 8.19165, 1, 0, 0.5015, 2.62133e-05 ) ); + // itree = 617 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478572, -0.00195032 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526161, 0.00159556 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499569, 8.08863e-05 ), 0, 8.59949, 1, 0, 0.502711, 0.00217714 ), + 0, 8.31257, 1, 0, 0.500691, 0.000337028 ) ); + // itree = 618 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467279, 0.00365309 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501155, -0.000399908 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504486, 0.00250436 ), 0, 9.47729, 1, 0, 0.501763, + -0.000578692 ), + 4, -0.891391, 1, 0, 0.500518, 0.000138871 ) ); + // itree = 619 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493627, -0.000820518 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501663, 0.000801827 ), 0, 9.0384, 1, 0, 0.497774, -0.00128105 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507472, 0.00477544 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524833, 0.000354434 ), 4, -0.795543, 1, 0, 0.517814, 0.0132917 ), + 5, 0.0515983, 1, 0, 0.500292, 0.000549878 ) ); + // itree = 620 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471846, 0.000430965 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470493, -0.00235275 ), 4, -0.808928, 1, 0, 0.471162, -0.00633505 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442992, 0.000108517 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594028, 0.00223778 ), 3, -0.707032, 1, 0, 0.516034, 0.00719624 ), + 4, -0.705275, 1, 0, 0.504007, 0.00356943 ) ); + // itree = 621 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528642, 0.00324105 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506519, 0.000703879 ), 1, 2, 1, 0, 0.512994, -0.000220283 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446163, -0.00168927 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.677125, 0.00127125 ), 3, 0.897006, 1, 0, 0.494204, -0.00496683 ), + 0, 9.18181, 1, 0, 0.505511, 0.00465073 ) ); + // itree = 622 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.343818, -0.0090372 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40214, -0.00136682 ), 5, -0.780594, 1, 0, 0.397862, -0.0113616 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53885, -0.000147125 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.616562, 0.00216111 ), 4, 0.0445331, 1, 0, 0.556578, 0.00221781 ), + 3, -0.801893, 1, 0, 0.49837, -0.00276232 ) ); + // itree = 623 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529048, 0.00637471 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512485, 0.00214701 ), 5, -0.828155, 1, 0, 0.520778, 0.0238057 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50303, 0.000315941 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491963, -0.00404997 ), 1, 5, 1, 0, 0.502627, 0.000277134 ), + 5, -0.783966, 1, 0, 0.503676, 0.00230943 ) ); + // itree = 624 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516506, 0.00101712 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492833, -0.0011077 ), 0, 8.47044, 1, 0, 0.496173, -0.00403081 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47618, -0.00749391 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507884, -0.00273422 ), 5, 0.835098, 1, 0, 0.491166, -0.030425 ), + 5, 0.790974, 1, 0, 0.495905, -0.00544253 ) ); + // itree = 625 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46704, -0.000502363 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489318, 0.00257682 ), 1, 5, 1, 0, 0.467998, -0.000941532 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.62283, -0.00236837 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.701777, 0.0044862 ), 0, 9.57362, 1, 0, 0.636317, -0.00936345 ), + 3, 0.896302, 1, 0, 0.497754, -0.00362478 ) ); + // itree = 626 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420596, -0.00647247 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.36894, 0.0015502 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523287, -0.000962908 ), 3, -0.896545, 1, 0, + 0.498493, -0.00388392 ), + 4, -0.891383, 1, 0, 0.495683, -0.00493294 ) ); + // itree = 627 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498551, 0.00647321 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462945, -0.00225618 ), 5, -0.784269, 1, 0, 0.466592, -0.00867517 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50798, 0.00127591 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515529, -0.00130352 ), 4, 0.0469659, 1, 0, 0.510944, 0.00187344 ), + 4, -0.703513, 1, 0, 0.498689, -0.00104139 ) ); + // itree = 628 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41356, 0.00127681 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549203, -0.00040824 ), 3, -0.802314, 1, 0, 0.499228, 0.00126732 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547465, 0.00423314 ), 1, 5, 1, 0, 0.501595, 3.86353e-05 ) ); + // itree = 629 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485912, 0.0056177 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.353103, -0.0014205 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533394, 0.000482805 ), 3, -0.896055, 1, 0, + 0.50386, 0.00133546 ), + 4, -0.892817, 1, 0, 0.503175, 0.00240581 ) ); + // itree = 630 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467441, -0.00114012 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513853, 0.00101608 ), 4, -0.702353, 1, 0, 0.501899, 0.00296202 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.405091, -0.00392392 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.579379, -0.000217841 ), 3, -0.706972, 1, 0, 0.494809, -0.013248 ), + 1, 4, 1, 0, 0.50088, 0.00166399 ) ); + // itree = 631 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487585, -0.00028257 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529064, 0.00156434 ), 4, 0.0454631, 1, 0, 0.500456, 0.00179065 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487812, -0.00188031 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511059, 0.000542098 ), 2, 3, 1, 0, 0.49374, 0.000743971 ), + 2, 2, 1, 0, 0.497605, 4.76427e-05 ) ); + // itree = 632 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508324, 0.00144411 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466035, -0.000458408 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.654692, 0.00138351 ), 3, 0.897299, 1, 0, + 0.499417, -0.00110209 ), + 0, 8.20497, 1, 0, 0.499943, -0.000152834 ) ); + // itree = 633 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453933, 0.00126778 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429505, -0.00148528 ), 1, 3, 1, 0, 0.446044, 0.000272739 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563183, 0.000932741 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593034, -0.0033159 ), 4, -0.702352, 1, 0, 0.582144, -0.0102354 ), + 3, 0.801503, 1, 0, 0.497225, -0.00227208 ) ); + // itree = 634 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437375, 0.000345452 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.611641, 0.00234556 ), 3, 0.802842, 1, 0, 0.505497, 0.007187 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.344251, -0.00297206 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524919, 0.000191787 ), 3, -0.892105, 1, 0, 0.499722, -0.00132894 ), + 2, 2, 1, 0, 0.503056, -0.000459483 ) ); + // itree = 635 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52666, 0.0015774 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495489, -0.000649507 ), 2, 2, 1, 0, 0.513243, 0.000735962 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493147, -0.000957454 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491998, -0.00423934 ), 1, 5, 1, 0, 0.493093, -0.00644761 ), + 0, 8.5443, 1, 0, 0.496368, -0.00414894 ) ); + // itree = 636 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480907, -0.00149712 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520406, 0.000114405 ), 0, 8.29907, 1, 0, 0.498436, -0.00795849 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504511, 0.00235606 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500874, 0.000219149 ), 5, -0.687941, 1, 0, 0.501329, 0.00274017 ), + 0, 8.49295, 1, 0, 0.500909, 0.0011856 ) ); + // itree = 637 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509641, 0.000370993 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530338, 0.00409754 ), 0, 8.59658, 1, 0, 0.515162, 0.0113645 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506973, 0.0018344 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494682, -0.000932201 ), 5, -0.691671, 1, 0, 0.496216, -0.00311245 ), + 0, 8.73592, 1, 0, 0.501167, 0.000670386 ) ); + // itree = 638 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529875, 0.00722587 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486795, -0.00127118 ), 1, 4, 1, 0, 0.508363, 0.0169113 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45541, -0.00248136 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504621, -7.16963e-05 ), 4, -0.795651, 1, 0, 0.497856, -0.00246437 ), + 5, -0.783966, 1, 0, 0.49847, -0.00137137 ) ); + // itree = 639 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480964, -0.00226469 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510297, 0.00105872 ), 5, -0.670459, 1, 0, 0.506896, 0.00560757 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479031, -0.00184189 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527067, 0.00152757 ), 4, 0.046733, 1, 0, 0.492879, -0.00411619 ), + 0, 9.04212, 1, 0, 0.49971, 0.000623036 ) ); + // itree = 640 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50075, 0.000589708 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514113, -0.00404826 ), 4, 0.892467, 1, 0, 0.501185, 0.0028412 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552946, 0.00627386 ), 1, 5, 1, 0, 0.503725, 0.0016798 ) ); + // itree = 641 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481616, 0.00527624 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496217, -1.98819e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549263, 0.00288362 ), 4, 0.805266, 1, 0, 0.504026, 0.00230053 ), + 4, -0.891383, 1, 0, 0.503183, 0.00328017 ) ); + // itree = 642 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433427, -0.00436758 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502287, 0.000193232 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509617, -0.0030125 ), 1, 5, 1, 0, 0.502602, 0.00110397 ), + 4, -0.892932, 1, 0, 0.500171, -0.000475941 ) ); + // itree = 643 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400308, -0.000404287 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422282, -0.00546467 ), 3, -0.820124, 1, 0, 0.402293, -0.00572116 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557629, 0.000982479 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.661701, 0.0069098 ), 5, 0.780141, 1, 0, 0.562776, 0.00798074 ), + 3, -0.802119, 1, 0, 0.50352, 0.0029215 ) ); + // itree = 644 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444085, 0.000469193 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488459, 0.00353086 ), 2, 3, 1, 0, 0.449239, 0.000888196 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559058, -0.00453316 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.588128, -0.000857283 ), 5, -0.784191, 1, 0, 0.585764, -0.00700035 ), + 3, 0.801151, 1, 0, 0.500713, 0.000493599 ) ); + // itree = 645 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488435, -0.000364459 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546401, 0.00275667 ), 0, 8.21752, 1, 0, 0.52007, 0.0129045 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488921, -0.000900299 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535582, 0.00110868 ), 4, 0.796334, 1, 0, 0.496381, -0.00336022 ), + 0, 8.47044, 1, 0, 0.499681, -0.0010947 ) ); + // itree = 646 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391349, -0.00186353 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415655, 8.06038e-05 ), 2, 2, 1, 0, 0.401019, 0.000566719 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562634, 0.000268461 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560015, 0.0022218 ), 2, 2, 1, 0, 0.561462, 0.000456489 ), + 3, -0.802184, 1, 0, 0.501428, 0.00180977 ) ); + // itree = 647 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437521, 0.00149712 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480171, -0.000520065 ), 4, -0.698128, 1, 0, 0.470185, -0.000441525 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56774, -0.00453614 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.669008, -0.000989115 ), 3, 0.923964, 1, 0, 0.629672, -0.0141193 ), + 3, 0.897009, 1, 0, 0.497554, -0.00278869 ) ); + // itree = 648 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499419, 0.000250483 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57089, 0.00521073 ), 4, 0.892328, 1, 0, 0.502338, 0.00260738 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436896, -0.0057101 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.590441, 0.0011747 ), 3, 0.794151, 1, 0, 0.492455, -0.0183819 ), + 2, 3, 1, 0, 0.501285, 0.000240035 ) ); + // itree = 649 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510207, 0.00148278 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495322, -0.000521569 ), 1, 2, 1, 0, 0.499776, 3.53866e-06 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577422, 0.00647194 ), 4, 0.890019, 1, 0, 0.502899, 0.00190924 ) ); + // itree = 650 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.37094, -0.000710304 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481281, 0.00198941 ), 3, -0.874219, 1, 0, 0.432042, 0.00562826 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529758, -0.00226679 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580789, 0.000347844 ), 0, 8.62185, 1, 0, 0.57067, -0.00278102 ), + 3, -0.707109, 1, 0, 0.502376, 0.00136174 ) ); + // itree = 651 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511199, 0.00133524 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484376, -0.00102557 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53017, 0.000773673 ), 4, 0.04812, 1, 0, 0.497095, -0.00322907 ), + 0, 8.28055, 1, 0, 0.498207, -0.00187652 ) ); + // itree = 652 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.432191, -0.000598994 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.606321, 0.00138036 ), 3, 0.802564, 1, 0, 0.500297, 0.000863289 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461647, -0.00100056 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524742, 0.00200378 ), 4, -0.696781, 1, 0, 0.510282, 0.00818517 ), + 2, 2, 1, 0, 0.504526, 0.000695323 ) ); + // itree = 653 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431713, 0.00240161 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559291, 0.000321675 ), 3, -0.707496, 1, 0, 0.499392, 0.0082131 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441213, 0.000412042 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.591597, -0.00261581 ), 3, -0.800812, 1, 0, 0.518843, -0.0068921 ), + 4, 0.0454631, 1, 0, 0.504832, 0.00398838 ) ); + // itree = 654 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481059, -0.0018599 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489394, 6.88727e-05 ), 0, 8.69274, 1, 0, 0.487358, -0.00391897 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498581, -0.00216866 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545639, 0.00278633 ), 4, 0.758049, 1, 0, 0.534869, 0.00949349 ), + 4, 0.0486652, 1, 0, 0.500759, -0.000135701 ) ); + // itree = 655 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488421, 0.00657051 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5047, 0.000406075 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498984, -0.00206497 ), 2, 3, 1, 0, 0.504078, -0.000517579 ), + 4, -0.892817, 1, 0, 0.503502, 0.00234619 ) ); + // itree = 656 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5086, 0.00330176 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502916, 0.000293743 ), 5, -0.678919, 1, 0, 0.503547, 0.00393378 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528472, -0.00315725 ), 4, 0.890158, 1, 0, 0.50453, 0.00306048 ) ); + // itree = 657 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492139, -0.000356916 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492023, -0.00274276 ), 0, 8.19164, 1, 0, 0.492081, -0.014836 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528349, 0.00182681 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497361, -0.000581771 ), 0, 8.54725, 1, 0, 0.499274, -0.0020079 ), + 0, 8.40492, 1, 0, 0.498433, -0.00350809 ) ); + // itree = 658 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517544, 3.61237e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535364, 0.00369595 ), 2, 2, 1, 0, 0.525056, 0.000762604 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486167, -0.000862417 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53391, 0.00139537 ), 4, 0.0481516, 1, 0, 0.499521, -0.00145207 ), + 0, 8.48987, 1, 0, 0.503195, 0.000870273 ) ); + // itree = 659 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472002, -0.00057987 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515222, 0.00080499 ), 4, -0.703513, 1, 0, 0.503076, 0.00263637 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445548, -0.00435044 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595928, 0.00218568 ), 3, 0.793425, 1, 0, 0.49753, -0.0116556 ), + 2, 3, 1, 0, 0.502471, 0.000525614 ) ); + // itree = 660 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50075, -0.00026993 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517436, 0.00329187 ), 0, 9.17064, 1, 0, 0.505611, 0.00306457 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462971, -0.00811695 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487149, -0.00172149 ), 0, 9.61469, 1, 0, 0.480646, -0.0132759 ), + 0, 9.52588, 1, 0, 0.501692, 0.000499027 ) ); + // itree = 661 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456708, -0.00394477 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492348, 9.75757e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515159, -0.00204727 ), 4, 0.0451339, 1, 0, + 0.498669, -0.00289647 ), + 0, 8.14088, 1, 0, 0.496604, -0.00483631 ) ); + // itree = 662 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.35639, -0.00809442 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557446, -0.00160595 ), 3, -0.800698, 1, 0, 0.469546, -0.0277271 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502031, 0.000231967 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498276, -0.00434466 ), 1, 5, 1, 0, 0.501895, 0.000716748 ), + 5, -0.690476, 1, 0, 0.497925, -0.00307196 ) ); + // itree = 663 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46789, -0.00246908 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499335, -0.000238246 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540839, 0.00382596 ), 5, 0.793219, 1, 0, + 0.501543, -0.000223947 ), + 0, 8.22123, 1, 0, 0.49951, -0.00177801 ) ); + // itree = 664 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47538, 0.00381268 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502237, 0.000279392 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496861, -0.00204991 ), 5, 0.0529474, 1, 0, + 0.501616, 9.26565e-05 ), + 4, -0.891391, 1, 0, 0.50063, 0.000851283 ) ); + // itree = 665 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510863, 0.0015784 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494873, -0.00126859 ), 0, 8.18841, 1, 0, 0.495991, -0.00685751 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463264, -0.00242462 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511952, 0.00231834 ), 4, -0.705275, 1, 0, 0.498628, 0.00416624 ), + 0, 9.37479, 1, 0, 0.496648, -0.00410946 ) ); + // itree = 666 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484482, -0.00220497 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499494, 0.000195293 ), 1, 2, 1, 0, 0.495214, -0.00152581 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542051, 0.00398297 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514199, 0.00318026 ), 0, 8.95644, 1, 0, 0.526482, 0.0203568 ), + 2, 3, 1, 0, 0.498591, 0.000174098 ) ); + // itree = 667 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446171, 0.000795063 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570837, -0.000943287 ), 3, 0.802863, 1, 0, 0.49242, 0.00106497 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545945, 0.0036248 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519515, -0.00167907 ), 2, 2, 1, 0, 0.536243, 0.00257751 ), + 4, 0.0468818, 1, 0, 0.504614, 0.00383697 ) ); + // itree = 668 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504168, 0.000466682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484628, -0.00147488 ), 0, 8.67882, 1, 0, 0.489238, -0.00504277 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572797, 0.00383546 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542003, 0.00147697 ), 0, 8.82029, 1, 0, 0.550023, 0.0140708 ), + 4, 0.795935, 1, 0, 0.498671, -0.00207668 ) ); + // itree = 669 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494795, 0.000534622 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478994, -0.00215003 ), 1, 4, 1, 0, 0.492781, -0.00134187 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465994, -0.00279502 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.697077, 0.00206451 ), 3, 0.894198, 1, 0, 0.511959, -0.0121253 ), + 4, 0.0468013, 1, 0, 0.498225, -0.00253904 ) ); + // itree = 670 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.332791, -0.00321711 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527017, -0.000448124 ), 3, -0.895334, 1, 0, 0.494779, -0.00534705 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537623, 0.00325477 ), 1, 5, 1, 0, 0.496765, -0.00237997 ) ); + // itree = 671 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.405305, -5.66933e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437861, 0.00300841 ), 1, 4, 1, 0, 0.41055, -0.000710066 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487197, -0.0021601 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597741, -2.04859e-05 ), 3, 0.820825, 1, 0, 0.546542, -0.00707955 ), + 3, -0.80209, 1, 0, 0.496906, -0.00350522 ) ); + // itree = 672 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.220773, -0.0074934 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.384674, 0.0022831 ), 3, -0.959456, 1, 0, 0.355706, 0.00541195 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517188, -0.00150248 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537861, 2.68945e-05 ), 1, 3, 1, 0, 0.524008, -0.00302556 ), + 3, -0.896497, 1, 0, 0.495555, -0.00444082 ) ); + // itree = 673 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475061, -0.00190738 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502546, 0.000685565 ), 0, 8.22123, 1, 0, 0.500838, 0.00269537 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481404, 0.00108552 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502833, -0.00358776 ), 4, -0.70487, 1, 0, 0.495332, -0.0125642 ), + 1, 4, 1, 0, 0.500064, 0.000297363 ) ); + // itree = 674 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.367056, 0.0064124 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.361882, 0.000670352 ), 1, 2, 1, 0, 0.363044, 0.00206367 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538654, 0.00214109 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526963, -0.000570804 ), 4, -0.799135, 1, 0, 0.528503, -0.00153093 ), + 3, -0.896545, 1, 0, 0.500777, 0.000579275 ) ); + // itree = 675 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499686, -0.000282523 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483076, -0.00232354 ), 2, 2, 1, 0, 0.492405, 2.21279e-06 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435366, -0.00558562 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506761, 0.00137 ), 4, -0.890205, 1, 0, 0.503259, 0.00482114 ), + 0, 9.04212, 1, 0, 0.497971, -0.0019615 ) ); + // itree = 676 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50117, 0.00103856 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490317, -0.000337238 ), 0, 9.27207, 1, 0, 0.497681, 0.00477721 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515935, -0.00288283 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557851, 0.00246562 ), 1, 4, 1, 0, 0.526283, -0.00255307 ), + 4, 0.795286, 1, 0, 0.502118, 0.00257082 ) ); + // itree = 677 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512503, 0.0013115 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493238, -0.00085908 ), 0, 8.89902, 1, 0, 0.50062, 0.00164377 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484833, -0.00247684 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506438, 0.00221331 ), 0, 9.51183, 1, 0, 0.488281, -0.0127458 ), + 1, 3, 1, 0, 0.496282, 8.20363e-05 ) ); + // itree = 678 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481255, 0.00399391 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497596, -0.000385134 ), 4, -0.895741, 1, 0, 0.496993, -0.00160204 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510027, -0.00677754 ), 4, 0.892405, 1, 0, 0.497464, -0.0028413 ) ); + // itree = 679 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443587, 0.000469565 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565827, -0.00173798 ), 3, 0.802946, 1, 0, 0.488109, -0.0018744 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533514, 0.00212447 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527198, -0.000937432 ), 5, 0.0410242, 1, 0, 0.532227, 0.00943444 ), + 4, 0.0467696, 1, 0, 0.500519, 0.00130672 ) ); + // itree = 680 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.213634, -0.00791157 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.374734, -0.000543482 ), 3, -0.958969, 1, 0, 0.345076, -0.00899061 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529659, 0.000435795 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550881, 0.00194481 ), 1, 3, 1, 0, 0.53663, 0.00479024 ), + 3, -0.896055, 1, 0, 0.503698, 0.0034194 ) ); + // itree = 681 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47886, 0.000726548 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510681, 0.00488917 ), 4, -0.74541, 1, 0, 0.483393, 0.008283 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477192, -0.00237444 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507188, -0.000397422 ), 0, 8.24287, 1, 0, 0.505131, -0.00390402 ), + 4, -0.705275, 1, 0, 0.499244, -0.000603199 ) ); + // itree = 682 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497071, 0.000649832 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538203, 0.00199132 ), 4, 0.0488489, 1, 0, 0.508668, 0.00747963 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477675, -0.00255127 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542477, 0.00389822 ), 4, 0.796057, 1, 0, 0.488724, -0.00609904 ), + 0, 9.28433, 1, 0, 0.502401, 0.0032129 ) ); + // itree = 683 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443284, -0.00412782 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472748, 0.000443447 ), 4, -0.83467, 1, 0, 0.453063, -0.0145257 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503377, 3.33242e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542801, 0.00298625 ), 5, 0.0529474, 1, 0, 0.507065, 0.00199553 ), + 4, -0.798862, 1, 0, 0.499036, -0.000460885 ) ); + // itree = 684 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.423347, -0.00248284 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.39705, 0.000687968 ), 0, 8.76097, 1, 0, 0.403796, -0.00328002 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565608, 0.000861646 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562583, 0.00271428 ), 2, 2, 1, 0, 0.56429, -0.000261955 ), + 3, -0.80175, 1, 0, 0.505027, 0.00534316 ) ); + // itree = 685 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499834, 0.000312859 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490328, -0.00183229 ), 1, 4, 1, 0, 0.498587, -0.000204263 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572315, 0.00528259 ), 4, 0.889873, 1, 0, 0.501456, 0.00124184 ) ); + // itree = 686 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465352, -0.00102791 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533861, -0.00282324 ), 3, 0.787026, 1, 0, 0.491367, -0.0160254 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498677, -0.000142809 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503339, 0.00312566 ), 0, 9.60084, 1, 0, 0.499373, 0.000864519 ), + 0, 8.61329, 1, 0, 0.497806, -0.00244312 ) ); + // itree = 687 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.403694, -0.000456658 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490246, 0.00154735 ), 3, -0.810304, 1, 0, 0.428207, 0.00107523 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500472, -0.00301469 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.604108, -0.000115249 ), 3, 0.836304, 1, 0, 0.563708, -0.00866618 ), + 3, -0.707726, 1, 0, 0.496819, -0.00385742 ) ); + // itree = 688 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.362675, -0.0018986 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52576, 0.000161408 ), 3, -0.893762, 1, 0, 0.500207, -0.00107954 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48449, -0.00326946 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494173, 0.000530887 ), 0, 9.62614, 1, 0, 0.487486, -0.00975863 ), + 0, 9.22629, 1, 0, 0.495597, -0.00422496 ) ); + // itree = 689 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514116, 0.00202645 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49955, -0.000374322 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503591, 0.00113362 ), 0, 9.15213, 1, 0, 0.501325, 0.000543072 ), + 0, 8.12551, 1, 0, 0.501907, 0.00149763 ) ); + // itree = 690 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498878, 0.00309675 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42722, 0.000851615 ), 0, 8.3452, 1, 0, 0.433774, 0.00735641 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510184, -0.00194523 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.611182, 0.000184888 ), 3, 0.849224, 1, 0, 0.566367, -0.00539973 ), + 3, -0.707726, 1, 0, 0.500887, 0.000899766 ) ); + // itree = 691 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400016, -0.00106337 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559106, 0.00184032 ), 3, -0.800801, 1, 0, 0.507579, 0.00595913 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490974, -0.00107291 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513987, 0.0010849 ), 5, 0.046946, 1, 0, 0.494629, -0.00467861 ), + 1, 2, 1, 0, 0.498389, -0.000751965 ) ); + // itree = 692 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468139, -0.00233647 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502221, 0.000459373 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505442, -0.00286991 ), 5, 0.789236, 1, 0, + 0.502399, 0.00171986 ), + 0, 8.26161, 1, 0, 0.499927, -0.00018477 ) ); + // itree = 693 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494194, -0.000553947 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532452, 0.00371623 ), 1, 5, 1, 0, 0.495658, 0.00048726 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517612, 0.00277794 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523146, -0.00118922 ), 5, 0.830848, 1, 0, 0.518956, 0.0112683 ), + 5, 0.0515391, 1, 0, 0.498603, -0.00071369 ) ); + // itree = 694 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473638, -0.00355439 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512461, 0.00256824 ), 5, -0.75507, 1, 0, 0.485155, -0.0109095 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516757, 0.0020153 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505727, 0.000958326 ), 0, 8.31257, 1, 0, 0.506671, 0.00696218 ), + 5, -0.687941, 1, 0, 0.503951, 0.00470275 ) ); + // itree = 695 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504547, 0.00374521 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489986, -0.00269808 ), 4, -0.699375, 1, 0, 0.4922, -0.0108335 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.406047, -0.000402877 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565554, 0.00142606 ), 3, -0.800823, 1, 0, 0.50411, 0.00456578 ), + 1, 2, 1, 0, 0.50063, -0.00137243 ) ); + // itree = 696 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517018, 0.00151587 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496383, -0.000339744 ), 0, 8.43922, 1, 0, 0.498973, 0.000228288 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500658, -0.000681222 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517557, 0.00346132 ), 0, 8.73217, 1, 0, 0.51336, 0.0121398 ), + 1, 3, 1, 0, 0.504003, 0.000371886 ) ); + // itree = 697 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486651, 0.00129427 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462247, -0.000736438 ), 1, 2, 1, 0, 0.469846, 0.000715755 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.614491, -0.0103802 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.638834, -0.000527909 ), 1, 2, 1, 0, 0.633408, -0.00813 ), + 3, 0.897009, 1, 0, 0.498231, -0.00295008 ) ); + // itree = 698 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487453, -0.000873643 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492852, 0.000950778 ), 0, 8.65759, 1, 0, 0.491641, 0.00215474 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51496, -0.00164917 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488784, -0.00910778 ), 0, 9.52939, 1, 0, 0.510989, -0.0138825 ), + 4, 0.0461572, 1, 0, 0.497075, -0.00234948 ) ); + // itree = 699 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399463, -0.00127395 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565447, 0.00240356 ), 3, -0.80092, 1, 0, 0.510012, 0.00767552 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447003, -0.00298192 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503417, -0.000544508 ), 4, -0.7965, 1, 0, 0.493226, -0.00593565 ), + 1, 2, 1, 0, 0.498138, 0.000317751 ) ); + // itree = 700 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431519, -0.00493451 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501901, 0.000221892 ), 4, -0.895738, 1, 0, 0.499318, 0.000425075 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517677, -0.00502999 ), 4, 0.892405, 1, 0, 0.500012, -0.000605715 ) ); + // itree = 701 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468455, -0.00112518 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502504, -3.81939e-05 ), 4, -0.729158, 1, 0, 0.492238, -0.00225179 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534152, 0.000179855 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562137, 0.00657719 ), 4, 0.905875, 1, 0, 0.538787, 0.00674235 ), + 4, 0.798657, 1, 0, 0.49935, -0.000877662 ) ); + // itree = 702 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521562, 0.00368688 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504614, 0.000481482 ), 5, -0.782738, 1, 0, 0.505584, 0.0045433 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426801, -0.0032413 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.691108, 0.00304332 ), 3, 0.896302, 1, 0, 0.483969, -0.0078808 ), + 0, 9.42779, 1, 0, 0.501, 0.00190852 ) ); + // itree = 703 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478645, 0.00362986 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499826, -0.000493752 ), 4, -0.886886, 1, 0, 0.499015, -0.00234888 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468823, 0.000270523 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51533, 0.0040857 ), 4, -0.700255, 1, 0, 0.502791, 0.0103949 ), + 0, 9.63567, 1, 0, 0.499414, -0.00100459 ) ); + // itree = 704 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431126, 0.000768294 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546757, 0.00207694 ), 3, -0.720892, 1, 0, 0.477648, 0.00856962 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.622438, -0.00770843 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.643568, 0.000379899 ), 1, 2, 1, 0, 0.63885, -0.00919743 ), + 3, 0.896325, 1, 0, 0.505876, 0.00577588 ) ); + // itree = 705 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487617, 0.00654228 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471049, -0.000448414 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.663258, 0.00143346 ), 3, 0.896957, 1, 0, 0.50119, -0.00125148 ), + 4, -0.891268, 1, 0, 0.500699, -5.53463e-07 ) ); + // itree = 706 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458393, 0.00269964 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535357, -0.000438403 ), 3, -0.793504, 1, 0, 0.507151, 0.00569794 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492592, -0.0011192 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478608, -0.00558992 ), 5, 0.0522022, 1, 0, 0.490774, -0.00826534 ), + 0, 8.91107, 1, 0, 0.49698, -0.00297416 ) ); + // itree = 707 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488356, -0.00118452 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496194, 0.000497421 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529639, -0.00127047 ), 4, 0.798373, 1, 0, + 0.501428, 0.00140968 ), + 0, 8.31257, 1, 0, 0.500289, 0.000262041 ) ); + // itree = 708 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41203, 0.0012 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452187, 0.00569425 ), 5, + 0.0529474, 1, 0, 0.419022, 0.01218 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542237, -0.00782261 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546841, -0.00092356 ), 5, -0.784303, 1, 0, 0.546626, -0.00761746 ), + 3, -0.801893, 1, 0, 0.49922, -0.00026252 ) ); + // itree = 709 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477228, -0.00313622 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483322, -0.00122624 ), 2, 2, 1, 0, 0.479819, -0.000802745 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442177, 0.000569522 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.590985, -0.00119722 ), 3, 0.801399, 1, 0, 0.498907, -0.000428398 ), + 0, 8.43436, 1, 0, 0.496605, -0.00322696 ) ); + // itree = 710 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494942, -0.000305555 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522775, 0.00318563 ), 2, 3, 1, 0, 0.498054, -0.000180508 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55324, 0.00484469 ), 1, 5, 1, 0, 0.500633, -0.000593868 ) ); + // itree = 711 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496052, 0.00258017 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495366, -0.00126552 ), 4, -0.698128, 1, 0, 0.495476, -0.00399376 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508156, 0.00129175 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482121, -0.00423024 ), 0, 9.68126, 1, 0, 0.505804, 0.00638173 ), + 1, 2, 1, 0, 0.502834, 0.00146559 ) ); + // itree = 712 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436105, 0.000430542 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.586362, 0.00283533 ), 3, -0.705905, 1, 0, 0.511967, 0.0105038 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491208, -0.00100117 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518641, 0.00196473 ), 1, 4, 1, 0, 0.496601, 0.000233853 ), + 1, 2, 1, 0, 0.501055, 0.00210518 ) ); + // itree = 713 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.340345, -0.00162801 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533029, 0.000459314 ), 3, -0.895537, 1, 0, 0.5006, 0.000946682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491983, -0.00414486 ), 1, 5, 1, 0, 0.500191, -0.00113708 ) ); + // itree = 714 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486538, 0.00339563 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54642, 0.00125213 ), 3, -0.791567, 1, 0, 0.524636, 0.019422 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460868, -0.00213655 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510656, 0.000595578 ), 4, -0.702353, 1, 0, 0.496943, -0.000777446 ), + 0, 8.59321, 1, 0, 0.502081, 0.00297031 ) ); + // itree = 715 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466666, -0.00441247 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498754, -0.000160929 ), 0, 8.82312, 1, 0, 0.488336, -0.0135003 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535306, 0.00340924 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50119, 0.000335958 ), 0, 8.33755, 1, 0, 0.504307, 0.00491459 ), + 1, 2, 1, 0, 0.499685, -7.73701e-05 ) ); + // itree = 716 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430435, 0.000100442 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529285, -0.00170452 ), 3, -0.799581, 1, 0, 0.493171, -0.00823504 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492528, 0.00049895 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513676, -0.00440665 ), 4, 0.798711, 1, 0, 0.495978, -0.00101927 ), + 0, 9.1424, 1, 0, 0.494389, -0.00510476 ) ); + // itree = 717 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.371954, -0.000367157 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478321, 0.00293406 ), 3, -0.87402, 1, 0, 0.414316, 0.00655194 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527375, -0.0013764 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567809, 0.000678086 ), 0, 8.90624, 1, 0, 0.552204, -0.00250303 ), + 3, -0.80209, 1, 0, 0.501324, 0.000838243 ) ); + // itree = 718 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536293, 0.00243749 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496129, -0.000172919 ), 0, 8.47044, 1, 0, 0.501617, 0.00250968 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496318, -0.00121633 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468376, -0.00506191 ), 1, 4, 1, 0, 0.493095, -0.00218935 ), + 2, 2, 1, 0, 0.497988, -0.000255493 ) ); + // itree = 719 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516788, 0.00189057 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495766, -0.00061672 ), 0, 9.02616, 1, 0, 0.505787, 0.0057332 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492241, -0.00139943 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494444, -0.000556157 ), 0, 8.80726, 1, 0, 0.493775, -0.00578088 ), + 1, 2, 1, 0, 0.497259, -0.00158437 ) ); + // itree = 720 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.396949, -0.00135547 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436232, 0.00288403 ), 5, 0.0529474, 1, 0, 0.403708, -0.00359316 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555424, 0.00124129 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583801, -0.00215361 ), 5, 0.043968, 1, 0, 0.558263, 0.0059347 ), + 3, -0.80209, 1, 0, 0.501155, 0.00241414 ) ); + // itree = 721 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.363055, -0.00544856 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453878, 0.000933831 ), 5, -0.774279, 1, 0, 0.44938, 0.00428119 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503129, -0.00470356 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595354, -0.00025161 ), 3, 0.81913, 1, 0, 0.587241, -0.00421944 ), + 3, 0.801172, 1, 0, 0.5014, 0.00107355 ) ); + // itree = 722 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497273, -0.000249084 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484982, -0.00193234 ), 1, 3, 1, 0, 0.494306, -8.59491e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500011, -0.000416418 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55615, 0.0061886 ), 5, 0.773876, 1, 0, 0.512655, 0.00599948 ), + 1, 4, 1, 0, 0.496906, -0.00243641 ) ); + // itree = 723 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40537, 5.12679e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461047, 0.00568268 ), 2, 3, 1, 0, 0.410787, 0.00113723 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461348, -0.00320197 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570523, 0.000127785 ), 3, -0.71666, 1, 0, 0.549205, -0.00364072 ), + 3, -0.80209, 1, 0, 0.498059, -0.00101868 ) ); + // itree = 724 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49316, -0.000353316 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510883, -0.00292568 ), 4, 0.796, 1, 0, 0.495107, -0.00395487 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507999, 0.00134387 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502252, -0.00197136 ), 5, 0.789909, 1, 0, 0.507229, 0.00587615 ), + 1, 3, 1, 0, 0.49936, -0.00119867 ) ); + // itree = 725 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.434019, -0.00412231 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496153, -0.00139617 ), 4, -0.779618, 1, 0, 0.486051, -0.0160795 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520884, 0.00612578 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502796, 0.00115998 ), 5, -0.781814, 1, 0, 0.503953, 0.00726746 ), + 0, 8.84637, 1, 0, 0.498039, -0.000445189 ) ); + // itree = 726 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43888, -0.00311294 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517851, -0.00144401 ), 3, -0.701156, 1, 0, 0.478584, -0.0231383 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498206, 0.000135112 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49821, -0.00351309 ), 1, 5, 1, 0, 0.498206, 0.000153409 ), + 0, 8.39143, 1, 0, 0.496021, -0.00277942 ) ); + // itree = 727 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437302, -0.00340929 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483338, 0.00147514 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508137, -0.000255036 ), 4, -0.714198, 1, 0, + 0.502019, 0.00109933 ), + 4, -0.89294, 1, 0, 0.49969, 0.000425406 ) ); + // itree = 728 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501755, 0.00102507 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566212, 0.00429089 ), 4, 0.0451826, 1, 0, 0.519092, 0.0171953 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50322, 0.00094405 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488364, -0.0041921 ), 2, 3, 1, 0, 0.501626, 0.00237532 ), + 0, 8.73592, 1, 0, 0.506166, 0.00639143 ) ); + // itree = 729 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512241, 0.0022389 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497808, -0.000296601 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535739, 0.00318659 ), 5, 0.793351, 1, 0, 0.499815, -0.0007324 ), + 0, 8.21888, 1, 0, 0.500605, 0.000773451 ) ); + // itree = 730 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519158, 0.00213267 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490184, 0.000191161 ), 0, 8.50103, 1, 0, 0.494489, 0.00414971 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51658, -0.000728998 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5041, -0.00549832 ), 4, 0.870697, 1, 0, 0.513963, -0.0100022 ), + 4, 0.0453826, 1, 0, 0.49987, 0.000239154 ) ); + // itree = 731 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507982, 0.000866849 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483079, -0.00366718 ), 5, 0.76366, 1, 0, 0.506156, 0.00422342 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474826, 0.00155535 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494089, -0.00183336 ), 4, -0.799187, 1, 0, 0.490962, -0.00579273 ), + 0, 9.10806, 1, 0, 0.499142, -0.00040049 ) ); + // itree = 732 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475939, -0.00282643 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493967, -0.00101669 ), 1, 2, 1, 0, 0.489028, -0.00598054 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500141, -0.000228009 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516731, 0.00565971 ), 0, 9.43101, 1, 0, 0.503568, 0.00294588 ), + 2, 2, 1, 0, 0.495213, -0.00119028 ) ); + // itree = 733 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446104, -0.00227915 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497213, -0.00314608 ), 3, -0.701156, 1, 0, 0.471133, -0.0274385 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.541138, 0.00310141 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49275, -0.000715028 ), 0, 8.62838, 1, 0, 0.498651, 8.64878e-05 ), + 0, 8.33755, 1, 0, 0.49613, -0.00243599 ) ); + // itree = 734 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53942, 0.00292467 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491503, -0.000859898 ), 2, 2, 1, 0, 0.518797, -0.000133387 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484262, -0.00195458 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501995, 0.000958109 ), 0, 9.0268, 1, 0, 0.494978, -0.00304522 ), + 0, 8.47044, 1, 0, 0.498142, -0.000875513 ) ); + // itree = 735 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491027, 0.000426671 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490234, -0.00229309 ), 2, 3, 1, 0, 0.490935, -0.000455738 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5076, -0.00228152 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513326, -0.00150131 ), 0, 8.65384, 1, 0, 0.512086, -0.0110693 ), + 4, 0.0457206, 1, 0, 0.496889, -0.00238479 ) ); + // itree = 736 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502858, 0.000273129 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482924, -0.00316727 ), 0, 9.31372, 1, 0, 0.500079, -0.000293702 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509015, 0.00405943 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485713, -0.00141036 ), 0, 9.9259, 1, 0, 0.504892, 0.0122438 ), + 0, 9.48864, 1, 0, 0.500943, 0.00195699 ) ); + // itree = 737 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.332588, -0.00193909 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428952, 0.00120335 ), 4, -0.796227, 1, 0, 0.412675, 0.00450738 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570073, 0.00229354 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545791, -0.00118942 ), 4, -0.798461, 1, 0, 0.549206, -0.00466492 ), + 3, -0.802156, 1, 0, 0.499135, -0.0013011 ) ); + // itree = 738 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437726, -0.00109023 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.588761, 0.00054336 ), 3, 0.801133, 1, 0, 0.49424, -0.00319553 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564811, 0.00626183 ), 4, 0.892521, 1, 0, 0.496788, -0.0018995 ) ); + // itree = 739 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428189, -0.00198429 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410439, 0.00207498 ), 0, 9.17472, 1, 0, 0.421052, -0.00558306 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567536, 0.00178103 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584606, -0.000276003 ), 0, 9.05517, 1, 0, 0.576084, 0.00657674 ), + 3, -0.706635, 1, 0, 0.500119, 0.000618474 ) ); + // itree = 740 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498219, 0.0029129 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462899, -0.000407316 ), 2, 2, 1, 0, 0.485245, -0.00148426 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507412, 5.97004e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497129, -0.00790866 ), 5, 0.781372, 1, 0, 0.507004, -0.00152873 ), + 4, -0.705275, 1, 0, 0.500991, 0.00195823 ) ); + // itree = 741 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418848, 0.000150182 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565098, 0.00145421 ), 3, -0.707496, 1, 0, 0.496127, 0.00534096 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53554, 0.00140355 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50647, -0.00350938 ), 0, 8.97877, 1, 0, 0.518674, -0.00491003 ), + 4, 0.0453826, 1, 0, 0.502442, 0.00246994 ) ); + // itree = 742 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52213, 0.00425198 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476004, -0.00506973 ), 0, 9.42611, 1, 0, 0.512496, 0.0190091 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500549, 0.000234188 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491509, -0.00453327 ), 1, 5, 1, 0, 0.500199, 0.000392986 ), + 5, -0.687941, 1, 0, 0.501711, 0.00261572 ) ); + // itree = 743 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41438, 0.000703172 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498177, 0.00238878 ), 3, -0.797345, 1, 0, 0.43449, 0.00747958 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498477, -0.0020685 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597097, 0.000594253 ), 3, 0.810565, 1, 0, 0.568893, -0.00171879 ), + 3, -0.707496, 1, 0, 0.502151, 0.00284894 ) ); + // itree = 744 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47133, -0.00123622 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.455657, -0.000227735 ), 0, 9.04027, 1, 0, 0.463463, -0.00559782 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.627524, 0.000746977 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.783834, 0.0082219 ), 3, 0.960192, 1, 0, 0.653349, 0.00890284 ), + 3, 0.89726, 1, 0, 0.496234, -0.00309525 ) ); + // itree = 745 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428008, -0.000487263 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543847, -0.00381381 ), 3, -0.705561, 1, 0, 0.486486, -0.0140753 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493482, -0.00118848 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50225, 0.00090021 ), 0, 8.72796, 1, 0, 0.500036, 0.000696789 ), + 1, 2, 1, 0, 0.496039, -0.00364995 ) ); + // itree = 746 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428569, 0.00160686 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42944, -0.000958856 ), 2, 2, 1, 0, 0.428942, -0.000230364 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544635, -0.00150031 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.759373, 0.00332431 ), 3, 0.952588, 1, 0, 0.563792, -0.00760427 ), + 3, -0.707539, 1, 0, 0.497712, -0.00218825 ) ); + // itree = 747 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426829, 0.000144363 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490419, -0.00249094 ), 3, -0.649361, 1, 0, 0.440359, -0.00299601 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.579456, 0.00205026 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.600485, 0.000120795 ), 0, 8.69274, 1, 0, 0.595944, 0.00452502 ), + 3, 0.802208, 1, 0, 0.498903, -0.000165986 ) ); + // itree = 748 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467212, -0.00213308 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506561, 0.00115677 ), 0, 8.17687, 1, 0, 0.504424, 0.0054849 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465076, -0.00512568 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506423, -0.00125204 ), 5, 0.768826, 1, 0, 0.488784, -0.0182347 ), + 5, 0.0497204, 1, 0, 0.502424, 0.00245155 ) ); + // itree = 749 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50341, 0.00104433 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485322, -0.00103025 ), 1, 2, 1, 0, 0.491171, -0.000683223 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557078, 0.00619732 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540039, 0.00124703 ), 4, 0.816617, 1, 0, 0.542974, 0.0122642 ), + 4, 0.798752, 1, 0, 0.498871, -4.20479e-05 ) ); + // itree = 750 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.423671, -0.000252938 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557509, 0.00171092 ), 3, -0.801395, 1, 0, 0.508638, 0.00732304 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492539, -0.000409355 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485182, -0.00285766 ), 1, 2, 1, 0, 0.487324, -0.00824044 ), + 0, 9.27698, 1, 0, 0.501824, 0.00222632 ) ); + // itree = 751 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521884, 0.00208882 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493494, 0.00046315 ), 0, 8.5724, 1, 0, 0.498705, 0.00586546 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506092, -0.00366759 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535486, 0.00126146 ), 0, 9.02929, 1, 0, 0.522858, -0.0092394 ), + 4, 0.796517, 1, 0, 0.502468, 0.0035126 ) ); + // itree = 752 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467303, -0.00221704 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514883, 0.00130549 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496546, -0.000548398 ), 0, 8.92346, 1, 0, + 0.503074, 0.00208786 ), + 0, 8.17292, 1, 0, 0.501232, 0.000793882 ) ); + // itree = 753 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467632, -0.000335124 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487829, 0.0028981 ), 1, 5, 1, 0, 0.468482, -0.0006924 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.645125, 0.00284271 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.665221, -0.00250473 ), 0, 9.27207, 1, 0, 0.653267, 0.00736833 ), + 3, 0.89726, 1, 0, 0.499939, 0.000199303 ) ); + // itree = 754 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51579, 0.00238911 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484428, -0.00239909 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502596, 0.000312366 ), 5, -0.690645, 1, 0, + 0.500371, -8.99998e-05 ), + 0, 8.20497, 1, 0, 0.5013, 0.00143668 ) ); + // itree = 755 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419315, -0.000252002 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446362, -0.00492081 ), 3, -0.758634, 1, 0, 0.422225, -0.00519968 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572152, 0.00241717 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584844, 0.000724957 ), 0, 8.85932, 1, 0, 0.580544, 0.00953713 ), + 3, -0.707412, 1, 0, 0.501994, 0.00222548 ) ); + // itree = 756 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454502, -0.000670978 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435937, 0.00223874 ), 0, 9.07354, 1, 0, 0.445631, 0.00217204 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561876, -0.00199721 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.775703, 0.0069996 ), 3, 0.954131, 1, 0, 0.585148, -0.00788624 ), + 3, 0.801399, 1, 0, 0.49849, -0.00163878 ) ); + // itree = 757 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484765, 0.00115638 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56632, 0.00277482 ), 3, -0.701156, 1, 0, 0.525843, 0.0187874 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501039, 0.000681229 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500664, -0.00116457 ), 1, 4, 1, 0, 0.500986, 0.00222716 ), + 0, 8.44294, 1, 0, 0.504098, 0.00450347 ) ); + // itree = 758 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485792, -0.00254488 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498509, 0.000531583 ), 0, 8.73592, 1, 0, 0.495308, -0.00380195 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519668, 0.00236106 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499341, -0.000528215 ), 0, 8.96542, 1, 0, 0.508002, 0.00656427 ), + 2, 2, 1, 0, 0.500659, -0.000396826 ) ); + // itree = 759 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490681, -0.000332646 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532894, 0.00206848 ), 4, 0.050425, 1, 0, 0.50138, 0.00160757 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.387012, 0.000844751 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536032, -0.00334097 ), 3, -0.894804, 1, 0, 0.491499, -0.013836 ), + 5, 0.0582191, 1, 0, 0.500128, -0.000349308 ) ); + // itree = 760 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473936, -0.00152944 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572929, -0.00405081 ), 3, 0.890718, 1, 0, 0.487499, -0.0164796 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511415, 0.00204665 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496492, -0.000611093 ), 0, 8.95339, 1, 0, 0.498519, -0.000598968 ), + 0, 8.83146, 1, 0, 0.49497, -0.00571323 ) ); + // itree = 761 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.345516, 0.00100708 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415385, 0.00572682 ), 5, 0.053617, 1, 0, 0.361831, 0.0119202 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504191, -0.00358384 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526009, -0.000671054 ), 4, -0.799135, 1, 0, 0.523099, -0.00673673 ), + 3, -0.896324, 1, 0, 0.495437, -0.00353648 ) ); + // itree = 762 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421198, 0.00247135 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557816, 0.000666855 ), 3, -0.802119, 1, 0, 0.506598, 0.00842417 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.427496, -0.00374914 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567599, 0.00108187 ), 3, -0.702196, 1, 0, 0.4991, -0.0070256 ), + 2, 3, 1, 0, 0.505763, 0.000131628 ) ); + // itree = 763 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51026, 0.00178644 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46722, 8.74559e-05 ), 0, 8.38513, 1, 0, 0.472267, 0.00256069 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553771, -0.00643323 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.668215, -0.000578822 ), 4, -0.799262, 1, 0, 0.631769, -0.0135696 ), + 3, 0.89726, 1, 0, 0.499476, -0.000190912 ) ); + // itree = 764 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495956, -0.000310847 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500769, -0.00265976 ), 0, 8.34369, 1, 0, 0.497457, -0.0101193 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51774, 0.00172354 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495577, -0.000449833 ), 0, 8.60955, 1, 0, 0.497073, -0.00127466 ), + 0, 8.47044, 1, 0, 0.497125, -0.00248069 ) ); + // itree = 765 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492085, 0.00318381 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468326, -0.00117821 ), 1, 4, 1, 0, 0.487687, 0.00824596 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497225, -0.000864007 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531751, 0.000781135 ), 4, 0.749489, 1, 0, 0.508123, -0.00230394 ), + 4, -0.702234, 1, 0, 0.502669, 0.00208878 ) ); + // itree = 766 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477066, 0.00105832 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494716, -0.0012817 ), 4, -0.795939, 1, 0, 0.49285, -0.00663948 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473832, 0.00144631 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.63104, -0.000348729 ), 3, 0.897308, 1, 0, 0.507795, 0.00695098 ), + 1, 3, 1, 0, 0.498057, -0.00214307 ) ); + // itree = 767 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.334474, -0.0017349 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5292, 0.000372852 ), 3, -0.895569, 1, 0, 0.499745, 0.000643494 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508568, 0.00100852 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554667, 0.00615328 ), 1, 4, 1, 0, 0.524129, 0.0112275 ), + 5, 0.050952, 1, 0, 0.502862, 0.00275878 ) ); + // itree = 768 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54486, 0.00309803 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505633, 0.000881329 ), 2, 2, 1, 0, 0.529088, -0.000340906 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479848, -0.00388412 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500617, 0.000383479 ), 0, 8.51997, 1, 0, 0.499462, 2.55908e-05 ), + 0, 8.38513, 1, 0, 0.502567, 0.00243878 ) ); + // itree = 769 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512286, 0.00196797 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425283, -0.0056594 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500553, -0.000314529 ), 4, -0.892979, 1, 0, + 0.497695, -0.00298355 ), + 0, 8.20497, 1, 0, 0.498529, -0.00162136 ) ); + // itree = 770 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466102, -0.00250776 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499549, -0.000338582 ), 0, 8.20718, 1, 0, 0.496193, -0.00491726 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496007, 0.000217207 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51906, 0.00364589 ), 1, 3, 1, 0, 0.504051, 0.00597603 ), + 0, 9.16378, 1, 0, 0.499428, -0.0004118 ) ); + // itree = 771 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521907, 0.000801779 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462672, -0.00389327 ), 2, 2, 1, 0, 0.496736, -5.00376e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51895, 0.00143872 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49793, 2.81872e-05 ), 0, 8.68229, 1, 0, 0.500684, 0.00180976 ), + 0, 8.4147, 1, 0, 0.500217, 0.000325334 ) ); + // itree = 772 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421424, -0.00447158 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.621289, 0.00146084 ), 3, 0.897308, 1, 0, 0.482596, -0.0175869 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493986, 0.000200095 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53207, 0.00152406 ), 4, 0.0473615, 1, 0, 0.503148, 0.00324119 ), + 5, -0.690476, 1, 0, 0.500596, 0.000654645 ) ); + // itree = 773 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.438416, -0.003783 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475178, 0.00115301 ), 0, 9.1424, 1, 0, 0.455353, -0.0127143 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.359376, -0.00159895 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534222, 0.000492526 ), 3, -0.895509, 1, 0, 0.507267, 0.00134743 ), + 4, -0.798862, 1, 0, 0.499531, -0.000747816 ) ); + // itree = 774 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424263, -0.000709308 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571134, 0.000934072 ), 3, -0.707642, 1, 0, 0.499803, 0.000807053 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506925, -0.0056216 ), 4, 0.889079, 1, 0, 0.500088, -0.000451012 ) ); + // itree = 775 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464279, -0.00168969 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507623, 2.92579e-05 ), 4, -0.699438, 1, 0, 0.496421, -0.00257063 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488433, -0.00511967 ), 5, 0.793101, 1, 0, 0.496024, -0.0039167 ) ); + // itree = 776 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.363651, -0.00563038 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583217, 0.000151867 ), 3, -0.801424, 1, 0, 0.477768, -0.0153402 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499201, 0.00545054 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502477, 9.97079e-05 ), 4, -0.886253, 1, 0, 0.502371, 0.00158975 ), + 5, -0.782738, 1, 0, 0.500934, 0.000601482 ) ); + // itree = 777 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49616, -0.000671439 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476085, -0.00490242 ), 5, 0.779697, 1, 0, 0.494912, -0.00684782 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506169, 0.0017773 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453727, -0.0113427 ), 0, 9.97485, 1, 0, 0.501976, 0.00412683 ), + 0, 9.26688, 1, 0, 0.497262, -0.00319581 ) ); + // itree = 778 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514211, 0.000980541 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496864, -0.000293223 ), 0, 8.43922, 1, 0, 0.499007, -0.000226966 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537111, 0.00284557 ), 1, 5, 1, 0, 0.500839, 0.00108232 ) ); + // itree = 779 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49027, -0.00102802 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502235, 0.00050086 ), 2, 2, 1, 0, 0.495445, -0.000179237 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558891, 0.00462455 ), 4, 0.89247, 1, 0, 0.497758, -0.0015068 ) ); + // itree = 780 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504603, 0.00113824 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499718, -0.00187749 ), 5, 0.0497204, 1, 0, 0.50389, 0.00467848 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469833, -0.0013081 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.65066, 0.00330898 ), 3, 0.890275, 1, 0, 0.496692, -0.00405951 ), + 2, 2, 1, 0, 0.500834, 0.000531522 ) ); + // itree = 781 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451269, -0.00260619 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561214, -2.86473e-05 ), 3, 0.797233, 1, 0, 0.490283, -0.0162291 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498655, 0.000374309 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493895, -0.00190773 ), 1, 4, 1, 0, 0.497981, -8.74496e-05 ), + 0, 8.58637, 1, 0, 0.496528, -0.00277912 ) ); + // itree = 782 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492035, 0.00112198 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48592, -0.00264896 ), 4, -0.698714, 1, 0, 0.486839, -0.0135824 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504027, 0.00102276 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525618, 0.00322924 ), 1, 4, 1, 0, 0.508332, 0.00474267 ), + 1, 2, 1, 0, 0.501989, 0.00183635 ) ); + // itree = 783 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.412823, -0.00229173 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38945, 0.000391246 ), 0, 9.03438, 1, 0, 0.400207, -0.007523 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526907, 0.000919263 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.645666, -0.00213959 ), 3, 0.906242, 1, 0, 0.55483, 0.00214929 ), + 3, -0.80209, 1, 0, 0.496736, -0.00148475 ) ); + // itree = 784 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462991, -0.00150205 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520715, -0.00319581 ), 3, 0.789546, 1, 0, 0.483929, -0.0206937 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511933, 0.00137004 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494782, -0.000825281 ), 0, 8.85171, 1, 0, 0.498937, -0.000426924 ), + 0, 8.43922, 1, 0, 0.497052, -0.00297147 ) ); + // itree = 785 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497158, -0.000136929 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49106, -0.00439885 ), 5, 0.790504, 1, 0, 0.4968, -0.0024066 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543722, 0.00479587 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500117, 0.000456984 ), 0, 9.01385, 1, 0, 0.520964, 0.017555 ), + 2, 3, 1, 0, 0.499413, -0.000655193 ) ); + // itree = 786 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493713, -0.000413015 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524521, 0.00445067 ), 5, -0.815073, 1, 0, 0.515542, 0.0189367 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491605, -0.000953282 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508052, 0.00105864 ), 2, 2, 1, 0, 0.498839, 0.000686613 ), + 5, -0.691197, 1, 0, 0.500914, 0.00174045 ) ); + // itree = 787 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512816, 0.0016348 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496871, -0.000263153 ), 0, 9.02482, 1, 0, 0.504426, 0.00552867 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506997, -0.000997052 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482084, -0.00650068 ), 5, 0.826683, 1, 0, 0.494879, -0.0205511 ), + 5, 0.782735, 1, 0, 0.503855, 0.00397056 ) ); + // itree = 788 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500657, 0.000328611 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490983, -0.00112015 ), 1, 3, 1, 0, 0.497931, 0.000356401 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514766, 0.00174495 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548038, 0.00590734 ), 5, 0.818545, 1, 0, 0.523789, 0.0178401 ), + 5, 0.0548487, 1, 0, 0.501286, 0.00182735 ) ); + // itree = 789 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.396009, -0.00110023 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422461, -0.00535131 ), 3, -0.820101, 1, 0, 0.39844, -0.00934875 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549108, 0.000273082 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558705, -0.00251711 ), 0, 9.27698, 1, 0, 0.552126, -0.0019955 ), + 3, -0.80209, 1, 0, 0.495883, -0.0046865 ) ); + // itree = 790 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509947, 0.00194016 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498881, -0.000506736 ), 5, -0.691197, 1, 0, 0.500224, -0.00159179 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499261, 0.00360546 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509735, -0.00380042 ), 4, 0.79474, 1, 0, 0.501026, 0.00894136 ), + 0, 9.48864, 1, 0, 0.500366, 0.000277407 ) ); + // itree = 791 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.403792, 0.00448378 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.328504, 0.000148544 ), 0, 9.14632, 1, 0, 0.364355, 0.0152634 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533115, 0.000239996 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505389, -0.00289162 ), 2, 3, 1, 0, 0.529803, -0.000531128 ), + 3, -0.896531, 1, 0, 0.501633, 0.00218681 ) ); + // itree = 792 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430727, -0.00124346 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563187, -1.84736e-05 ), 3, -0.705522, 1, 0, 0.497805, -0.00459902 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505333, 0.00167597 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480804, -0.00288337 ), 0, 9.67959, 1, 0, 0.498333, 0.00253571 ), + 0, 9.27698, 1, 0, 0.497972, -0.00233813 ) ); + // itree = 793 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50466, 0.00117503 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498328, -0.00111868 ), 0, 8.22428, 1, 0, 0.499726, -0.00478808 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506473, 0.00172968 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496671, -0.000932692 ), 2, 2, 1, 0, 0.502311, 0.00234154 ), + 0, 8.77604, 1, 0, 0.501575, 0.00103631 ) ); + // itree = 794 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511072, 0.0019706 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489256, -0.000301104 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510085, -0.00274477 ), 4, 0.0454631, 1, 0, + 0.495157, -0.00584609 ), + 0, 8.19324, 1, 0, 0.496029, -0.00442278 ) ); + // itree = 795 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463667, -0.00274002 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50567, 0.000984861 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501422, -0.00115541 ), 2, 3, 1, 0, 0.505208, 0.002667 ), + 0, 8.12827, 1, 0, 0.503336, 0.00329277 ) ); + // itree = 796 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464122, -0.00085663 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507041, 0.00535402 ), 4, -0.851215, 1, 0, 0.484741, 0.0137203 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501686, -0.00304467 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506013, 0.000196082 ), 5, -0.780175, 1, 0, 0.505831, 0.000410906 ), + 4, -0.797636, 1, 0, 0.502726, 0.0023706 ) ); + // itree = 797 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38202, -0.00226207 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540841, -0.00705288 ), 3, -0.800508, 1, 0, 0.466808, -0.0295595 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399567, -0.00151331 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551464, 5.16655e-05 ), 3, -0.802184, 1, 0, 0.496749, -0.00310784 ), + 5, -0.782962, 1, 0, 0.494935, -0.00471028 ) ); + // itree = 798 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474107, -0.00235704 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517546, 0.00399835 ), 5, -0.826952, 1, 0, 0.506511, 0.0147018 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450234, 0.000422181 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.591153, -0.000898301 ), 3, 0.802229, 1, 0, 0.500416, -0.00013082 ), + 5, -0.691197, 1, 0, 0.501165, 0.00169139 ) ); + // itree = 799 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500768, 0.000183437 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477425, -0.0035916 ), 0, 9.53235, 1, 0, 0.497153, -0.000904897 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498214, 0.00100767 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574378, 0.0054014 ), 4, 0.796334, 1, 0, 0.519612, 0.0138033 ), + 1, 4, 1, 0, 0.500352, 0.000971478 ) ); + // itree = 800 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509685, 0.00194235 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50129, -8.49301e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50035, 0.00504942 ), 0, 9.72219, 1, 0, 0.501213, 0.000845205 ), + 0, 8.20497, 1, 0, 0.501722, 0.00196212 ) ); + // itree = 801 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504054, 0.000386201 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544718, 0.00348423 ), 1, 4, 1, 0, 0.509718, 0.000339673 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495391, -0.000857769 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502766, 0.00329674 ), 0, 9.66845, 1, 0, 0.496377, -0.00261836 ), + 0, 8.80726, 1, 0, 0.50049, 0.000421698 ) ); + // itree = 802 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452516, 0.0013902 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.434999, -0.0017277 ), 1, 4, 1, 0, 0.450231, -3.06021e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527979, -0.00219405 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612836, -1.72565e-05 ), 3, 0.856519, 1, 0, 0.588159, -0.00443204 ), + 3, 0.802584, 1, 0, 0.502279, 0.00222517 ) ); + // itree = 803 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506337, 0.000512773 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488001, -0.00163881 ), 0, 8.80726, 1, 0, 0.493534, -0.00457867 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463586, 0.00666976 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.63303, 0.0031453 ), + 3, -0.707146, 1, 0, 0.542119, 0.0308513 ), + 5, 0.782735, 1, 0, 0.4964, -0.00248891 ) ); + // itree = 804 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.372634, -0.000296648 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483504, 0.00363447 ), 3, -0.873824, 1, 0, 0.416865, 0.00870821 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521816, -0.00157551 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562905, 0.000508008 ), 0, 8.73606, 1, 0, 0.551826, -0.00191916 ), + 3, -0.801893, 1, 0, 0.501835, 0.00201735 ) ); + // itree = 805 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51974, 0.00267951 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498203, -7.08153e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486505, -0.00377052 ), 1, 4, 1, 0, 0.496553, -0.00290235 ), + 0, 8.20497, 1, 0, 0.497936, -0.00171766 ) ); + // itree = 806 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473853, -0.00218907 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504768, 0.00107291 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498237, -0.00353256 ), 1, 5, 1, 0, 0.504459, 0.00436574 ), + 0, 8.17687, 1, 0, 0.502785, 0.00357959 ) ); + // itree = 807 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435449, 3.08127e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.614857, 0.00310207 ), 3, 0.801942, 1, 0, 0.506903, 0.00794791 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484126, -0.00188988 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502621, 0.000337981 ), 0, 8.94827, 1, 0, 0.494889, -0.00551343 ), + 2, 2, 1, 0, 0.501798, -0.000585319 ) ); + // itree = 808 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419809, -0.00131994 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43495, 0.00139549 ), 1, 3, 1, 0, 0.425136, -0.00331497 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544736, 0.00164309 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.646519, -0.000721845 ), 3, 0.900906, 1, 0, 0.577831, 0.00615972 ), + 3, -0.707314, 1, 0, 0.50242, 0.00203409 ) ); + // itree = 809 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517643, 0.00162009 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497448, -0.00206954 ), 1, 4, 1, 0, 0.514909, -0.00205136 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.351749, 0.00257484 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533958, -0.000653172 ), 3, -0.896593, 1, 0, 0.498681, -0.000468115 ), + 0, 8.80336, 1, 0, 0.503542, 0.00270264 ) ); + // itree = 810 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51876, 0.00135415 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490316, -0.000424807 ), 0, 8.50832, 1, 0, 0.494725, -2.05967e-05 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51586, -0.00246801 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528579, -9.36429e-05 ), 0, 9.20045, 1, 0, 0.521124, -0.0106911 ), + 4, 0.796318, 1, 0, 0.498852, -0.00168885 ) ); + // itree = 811 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446299, -0.00260873 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483815, 0.00228515 ), 0, 9.23218, 1, 0, 0.460729, -0.00767057 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498011, 0.000186654 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530906, 0.00133478 ), 4, 0.0531506, 1, 0, 0.509011, 0.00355748 ), + 4, -0.795165, 1, 0, 0.501538, 0.00181961 ) ); + // itree = 812 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.401662, -0.000953383 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523864, 0.000907199 ), 3, -0.810884, 1, 0, 0.471556, 0.000986072 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597216, 0.00107573 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.654961, -0.00327203 ), 3, 0.919736, 1, 0, 0.636572, -0.00893091 ), + 3, 0.89726, 1, 0, 0.499915, -0.000718185 ) ); + // itree = 813 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424084, -0.00205979 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537671, 4.6109e-06 ), 3, -0.796356, 1, 0, 0.496545, -0.00647375 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.406253, 0.0025812 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561775, -0.000150678 ), 3, -0.802318, 1, 0, 0.502705, 0.00434966 ), + 0, 8.84637, 1, 0, 0.500635, 0.000711418 ) ); + // itree = 814 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491516, -0.000570341 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535006, 0.00102866 ), 4, 0.796041, 1, 0, 0.498049, -0.00218345 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53572, 0.00267357 ), 1, 5, 1, 0, 0.499857, -0.000744903 ) ); + // itree = 815 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470621, 0.00103187 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464097, -0.00303877 ), 4, -0.821629, 1, 0, 0.466904, -0.00832782 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508352, -0.00106024 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511167, 0.000647298 ), 0, 8.59321, 1, 0, 0.510634, 0.000990963 ), + 4, -0.704907, 1, 0, 0.498859, -0.00151824 ) ); + // itree = 816 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525887, 0.00538753 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503249, 0.000211046 ), 5, -0.78021, 1, 0, 0.50465, 0.00343893 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469753, -0.00497352 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504383, 0.000624962 ), 2, 2, 1, 0, 0.483968, -0.00836733 ), + 0, 9.53235, 1, 0, 0.501435, 0.00135392 ) ); + // itree = 817 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528517, 0.00338041 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502825, 0.000404512 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495613, -0.00139647 ), 1, 3, 1, 0, 0.50029, -0.00173055 ), + 0, 8.24309, 1, 0, 0.502148, 0.000940776 ) ); + // itree = 818 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465998, -0.000250879 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.628793, -0.00314595 ), 3, 0.89725, 1, 0, 0.495727, -0.00438974 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46072, 0.0054541 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561155, 0.00313317 ), + 3, -0.788822, 1, 0, 0.524889, 0.0219871 ), + 2, 3, 1, 0, 0.498912, 0.000490656 ) ); + // itree = 819 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520396, 0.00253405 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501022, 0.00031659 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499676, -0.0034482 ), 1, 5, 1, 0, 0.500956, 0.00145071 ), + 0, 8.17687, 1, 0, 0.50199, 0.00211808 ) ); + // itree = 820 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.351666, 0.00124009 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524709, -0.00079069 ), 3, -0.895522, 1, 0, 0.497072, -0.00319715 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534332, 0.00570618 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514452, 0.00133297 ), 5, -0.69149, 1, 0, 0.520322, 0.0167576 ), + 1, 4, 1, 0, 0.500374, 0.00203125 ) ); + // itree = 821 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492098, -0.000977612 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516165, 0.00214657 ), 2, 3, 1, 0, 0.494913, -0.000353125 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527969, 0.00263457 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496754, -0.00229652 ), 0, 9.26156, 1, 0, 0.517595, 0.00939766 ), + 1, 4, 1, 0, 0.498073, -0.00101384 ) ); + // itree = 822 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484203, -0.00223812 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494253, -0.000501944 ), 0, 8.61819, 1, 0, 0.492276, -0.00649238 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545882, 0.00673842 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51555, 0.00119324 ), 5, 0.743545, 1, 0, 0.522202, 0.0153851 ), + 5, 0.0462008, 1, 0, 0.495982, -0.00378319 ) ); + // itree = 823 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.394899, 0.000134632 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577481, 0.00306124 ), 3, 0.802229, 1, 0, 0.485065, 0.0098589 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500535, -0.00180332 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505546, -0.000237762 ), 0, 8.5443, 1, 0, 0.504722, -0.0039023 ), + 4, -0.702234, 1, 0, 0.49938, -0.000162551 ) ); + // itree = 824 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446849, -0.00234648 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518973, 0.00112675 ), 4, -0.785941, 1, 0, 0.507382, 0.0048224 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419198, -0.0021222 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.606538, 0.000449747 ), 3, 0.802584, 1, 0, 0.491956, -0.00573582 ), + 0, 8.91595, 1, 0, 0.497886, -0.0016771 ) ); + // itree = 825 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480476, 0.0010046 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514893, -0.00265915 ), 3, -0.695852, 1, 0, 0.497796, -0.00810092 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513088, 0.00193284 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497691, 0.000344307 ), 0, 9.12642, 1, 0, 0.505288, 0.00761782 ), + 0, 8.43922, 1, 0, 0.504379, 0.00571108 ) ); + // itree = 826 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501809, -0.000144159 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531442, 0.00287623 ), 1, 3, 1, 0, 0.512064, -0.000231774 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469801, -0.00432848 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49773, -0.000183168 ), 0, 8.92353, 1, 0, 0.494109, -0.00478073 ), + 0, 8.80336, 1, 0, 0.499417, -0.000998923 ) ); + // itree = 827 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493917, -0.000799548 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482954, -0.00255825 ), 1, 4, 1, 0, 0.492841, -1.8818e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543776, 0.00319272 ), 1, 5, 1, 0, 0.495221, -0.00179604 ) ); + // itree = 828 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448239, 0.000704093 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485141, 0.00585461 ), 1, 5, 1, 0, 0.449911, -0.000181406 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512387, -0.00481844 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.617721, 0.00106382 ), 3, 0.856138, 1, 0, 0.587627, -0.00473736 ), + 3, 0.802208, 1, 0, 0.501322, 0.00200309 ) ); + // itree = 829 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470688, 0.00127179 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.641211, -0.00103217 ), 3, 0.896957, 1, 0, 0.504743, 0.005779 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468353, -0.00149774 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.641684, 0.00154906 ), 3, 0.890704, 1, 0, 0.493502, -0.00665394 ), + 2, 2, 1, 0, 0.499953, -0.000342726 ) ); + // itree = 830 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503803, 0.00021862 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518177, 0.00330818 ), 0, 9.17836, 1, 0, 0.507966, 0.00574293 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461422, -0.00561962 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517632, 0.00115808 ), 4, 0.044946, 1, 0, 0.476733, -0.0138041 ), + 0, 9.53235, 1, 0, 0.503156, 0.00273212 ) ); + // itree = 831 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489194, -0.00180353 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500755, 0.00190023 ), 0, 9.32434, 1, 0, 0.492494, -0.00725437 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.37501, 0.00357946 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525832, 0.000329952 ), 3, -0.893952, 1, 0, 0.505816, 0.00419749 ), + 2, 2, 1, 0, 0.498101, -0.000635973 ) ); + // itree = 832 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475763, -0.0017501 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399518, -0.00117926 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560643, 0.000651053 ), 3, -0.801353, 1, 0, + 0.501173, 1.02275e-05 ), + 0, 8.24309, 1, 0, 0.499485, -0.00116964 ) ); + // itree = 833 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517213, 0.00116701 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497483, -0.000101398 ), 0, 8.47021, 1, 0, 0.500176, 0.00109285 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489454, -0.00390166 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500153, 0.000991548 ), 1, 3, 1, 0, 0.492558, -0.004048 ), + 2, 3, 1, 0, 0.499342, 0.000499244 ) ); + // itree = 834 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481517, 0.000470005 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496924, -0.00206191 ), 4, -0.689106, 1, 0, 0.492828, -0.012723 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467921, 0.00113071 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.644056, -0.0021426 ), 3, 0.89726, 1, 0, 0.500892, 0.00310033 ), + 0, 8.73592, 1, 0, 0.498784, -0.00103458 ) ); + // itree = 835 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505368, 0.00124185 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49271, -0.000908662 ), 0, 8.26442, 1, 0, 0.49364, -0.00411644 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426456, -9.89974e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594074, 0.00245819 ), 3, -0.706749, 1, 0, 0.510375, 0.00731628 ), + 1, 3, 1, 0, 0.499481, -0.000493157 ) ); + // itree = 836 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447725, -0.00849144 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492741, -0.00109505 ), 5, -0.802783, 1, 0, 0.476546, -0.0215574 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511772, 0.00185263 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501317, 2.4294e-05 ), 2, 2, 1, 0, 0.507175, -0.000493311 ), + 5, -0.69014, 1, 0, 0.503393, 0.00327623 ) ); + // itree = 837 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448262, 0.000536102 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580276, -0.00137058 ), 3, 0.801007, 1, 0, 0.497801, -0.000939964 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543596, 0.00432645 ), 5, 0.7935, 1, 0, 0.50018, 0.000454214 ) ); + // itree = 838 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502543, 0.00109418 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547137, 0.00461893 ), 4, 0.0408136, 1, 0, 0.509593, 0.0104444 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50294, 0.000540116 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484483, -0.00208403 ), 2, 3, 1, 0, 0.501067, -1.94764e-05 ), + 1, 2, 1, 0, 0.503556, 0.00136018 ) ); + // itree = 839 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46673, 0.00044204 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504778, 0.00346279 ), 4, -0.833084, 1, 0, 0.490571, 0.0144854 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529923, 0.00169313 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507404, -0.000164234 ), 0, 8.38306, 1, 0, 0.509778, 0.000907192 ), + 4, -0.70241, 1, 0, 0.504647, 0.00453454 ) ); + // itree = 840 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413753, -0.00321148 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.611871, 0.0019339 ), 3, 0.897322, 1, 0, 0.465644, -0.0122641 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512993, 0.000814403 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513416, -0.00464093 ), 1, 5, 1, 0, 0.513011, 0.00267722 ), + 4, -0.701797, 1, 0, 0.500126, -0.000695521 ) ); + // itree = 841 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492389, 0.00226148 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501179, -0.00066938 ), 4, -0.702234, 1, 0, 0.499094, 0.000153852 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481867, -0.00279815 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497219, -0.00105706 ), 0, 8.73217, 1, 0, 0.493349, -0.010894 ), + 1, 3, 1, 0, 0.497069, -0.00170758 ) ); + // itree = 842 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490308, -0.00091942 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493031, 0.000853827 ), 1, 2, 1, 0, 0.492091, 0.00199813 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47763, -0.00497777 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527097, -0.000298759 ), 4, 0.758057, 1, 0, 0.51578, -0.0086184 ), + 4, 0.046733, 1, 0, 0.498673, -0.00137046 ) ); + // itree = 843 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467338, -0.00297207 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503028, -0.000563968 ), 0, 8.31868, 1, 0, 0.491124, -0.013259 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517973, 0.00271727 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498301, -7.70079e-05 ), 0, 8.8624, 1, 0, 0.50052, 0.0019432 ), + 0, 8.73592, 1, 0, 0.498049, -0.00205509 ) ); + // itree = 844 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527225, 0.0023119 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510234, 0.000191849 ), 1, 3, 1, 0, 0.521385, -0.000697527 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491929, -0.00102649 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516122, 0.0023785 ), 1, 4, 1, 0, 0.495358, -0.00316952 ), + 0, 8.66464, 1, 0, 0.501246, 0.0010833 ) ); + // itree = 845 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.33101, -0.000782125 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.342778, -0.005471 ), 1, 3, 1, 0, 0.335994, -0.00420658 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536244, 0.00174395 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536004, -5.89329e-05 ), 0, 8.82929, 1, 0, 0.536084, 0.00484865 ), + 3, -0.896545, 1, 0, 0.50264, 0.00147581 ) ); + // itree = 846 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503464, -5.58154e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487712, -0.00317485 ), 0, 8.3456, 1, 0, 0.496489, -0.0136898 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490949, -0.00133387 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507627, 0.00147636 ), 1, 2, 1, 0, 0.502684, 0.00326416 ), + 0, 8.5443, 1, 0, 0.501645, 0.000484755 ) ); + // itree = 847 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489523, -0.00157084 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50242, 0.00047655 ), 0, 8.76832, 1, 0, 0.493031, -0.0094313 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.335953, -0.000399106 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544186, 0.00130215 ), 3, -0.896573, 1, 0, 0.504436, 0.00498095 ), + 0, 8.91595, 1, 0, 0.500074, -0.000531009 ) ); + // itree = 848 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491464, 0.00239489 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556577, 0.00191627 ), 3, -0.701156, 1, 0, 0.524182, 0.0215726 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490963, -0.00122563 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503525, 0.00105148 ), 0, 9.17078, 1, 0, 0.49658, -0.00290645 ), + 0, 8.34941, 1, 0, 0.499217, -0.000567661 ) ); + // itree = 849 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516843, 0.002842 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501928, 0.000429267 ), 0, 8.18128, 1, 0, 0.502747, 0.00412096 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492389, -0.00372954 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504443, 0.00157091 ), 2, 2, 1, 0, 0.496525, -0.00424557 ), + 1, 4, 1, 0, 0.501872, 0.00165838 ) ); + // itree = 850 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522154, 0.00159956 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496814, -0.000236336 ), 0, 8.47044, 1, 0, 0.500307, 0.000951037 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486641, -0.00255961 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484061, -0.00715271 ), 5, 0.781372, 1, 0, 0.48607, -0.021774 ), + 1, 4, 1, 0, 0.498347, 0.000723312 ) ); + // itree = 851 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500568, 0.000335987 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511293, 0.00179219 ), 1, 3, 1, 0, 0.503564, 0.00250287 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48776, 5.70124e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511538, -0.00366693 ), 4, -0.69991, 1, 0, 0.499091, -0.0104491 ), + 5, 0.0492334, 1, 0, 0.503002, 0.00275843 ) ); + // itree = 852 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45747, 0.00205573 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559656, -0.000112038 ), 3, -0.70725, 1, 0, 0.509037, 0.00718896 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489652, -0.00282411 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496937, 0.000193643 ), 0, 9.42619, 1, 0, 0.493978, -0.00501062 ), + 0, 9.22629, 1, 0, 0.503628, 0.00280701 ) ); + // itree = 853 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471522, -0.0025344 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502305, 0.000365876 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49511, -0.00200839 ), 1, 4, 1, 0, 0.501273, 0.000644893 ), + 0, 8.20497, 1, 0, 0.499528, -0.00138456 ) ); + // itree = 854 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543047, 0.00324457 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503704, -0.000287312 ), 1, 3, 1, 0, 0.529559, -0.000475272 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468464, -0.00127087 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509108, 0.000339494 ), 4, -0.702757, 1, 0, 0.497932, -0.000519572 ), + 0, 8.49571, 1, 0, 0.502482, 0.00250258 ) ); + // itree = 855 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.318702, -0.000784143 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444007, 0.00536133 ), 4, 0.795943, 1, 0, 0.360024, 0.00759053 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489359, -0.00249735 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528278, -0.000925705 ), 0, 8.33755, 1, 0, 0.524555, -0.00748227 ), + 3, -0.896305, 1, 0, 0.496811, -0.00494059 ) ); + // itree = 856 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466347, -0.00263716 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488961, -0.000882899 ), 0, 8.20497, 1, 0, 0.48759, -0.00671325 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436184, 0.00382765 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.605902, 0.000879937 ), 3, -0.895349, 1, 0, 0.543318, 0.0115823 ), + 4, 0.79865, 1, 0, 0.495897, -0.00398604 ) ); + // itree = 857 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471013, -0.000738653 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505475, 0.00084098 ), 4, -0.704837, 1, 0, 0.492361, 0.00162815 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508563, -0.00248867 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515346, -0.000981348 ), 0, 8.58501, 1, 0, 0.514204, -0.00837646 ), + 4, 0.046733, 1, 0, 0.498536, -0.00120044 ) ); + // itree = 858 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497366, 0.00577299 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526788, 8.92224e-05 ), 4, -0.698261, 1, 0, 0.513096, 0.0170232 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467236, -0.00167516 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513236, 0.000946588 ), 4, -0.70184, 1, 0, 0.501964, 0.00201152 ), + 5, -0.693049, 1, 0, 0.503349, 0.00387937 ) ); + // itree = 859 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48804, -0.00151548 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519846, 0.00164733 ), 1, 4, 1, 0, 0.493128, -0.00149667 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507466, 0.00212725 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518918, -0.00301834 ), 4, 0.793513, 1, 0, 0.508953, 0.00893922 ), + 2, 2, 1, 0, 0.49987, -0.000596568 ) ); + // itree = 860 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519324, 0.0012705 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494823, -0.000164346 ), 0, 8.84698, 1, 0, 0.502929, 0.00328127 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468201, -0.00172562 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.645232, 0.00183569 ), 3, 0.890423, 1, 0, 0.494823, -0.00739279 ), + 2, 2, 1, 0, 0.499477, 0.000284487 ) ); + // itree = 861 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415991, -0.00190414 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389579, 0.000452509 ), 0, 9.03239, 1, 0, 0.401823, -0.00602985 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57121, 0.00371684 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558738, 0.000146072 ), 1, 2, 1, 0, 0.562601, 0.00378599 ), + 3, -0.80123, 1, 0, 0.502854, 0.0028377 ) ); + // itree = 862 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488375, 0.0015374 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.700678, 0.00791205 ), 3, 0.896375, 1, 0, 0.515342, 0.0145057 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.414183, 0.000725402 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542786, -0.00217148 ), 3, -0.802156, 1, 0, 0.493441, -0.0068987 ), + 1, 2, 1, 0, 0.499821, -0.0010115 ) ); + // itree = 863 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485967, 0.000679742 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461073, -0.00242347 ), 0, 8.59888, 1, 0, 0.465797, -0.00929086 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511015, 0.00055676 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548325, 0.00367731 ), 1, 4, 1, 0, 0.515701, 0.000914121 ), + 4, -0.701713, 1, 0, 0.501948, 0.00174292 ) ); + // itree = 864 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.432596, -0.00130831 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456941, 0.000656681 ), 4, 0.0487118, 1, 0, 0.43921, -0.00509772 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507064, -0.00397993 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60743, 0.00185844 ), 3, 0.819027, 1, 0, 0.598724, 0.00782294 ), + 3, 0.801026, 1, 0, 0.499443, -0.000218777 ) ); + // itree = 865 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407277, 0.00295455 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560417, 0.000379838 ), 3, 0.802353, 1, 0, 0.482974, 0.0105805 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.385335, 0.00176564 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531785, -0.000794288 ), 3, -0.895075, 1, 0, 0.507351, -0.00254723 ), + 4, -0.702029, 1, 0, 0.500658, 0.00105715 ) ); + // itree = 866 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478286, -0.00159938 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501742, 0.000475437 ), 0, 8.13359, 1, 0, 0.500644, 0.00202106 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.575954, 0.00583568 ), 4, 0.889792, 1, 0, 0.503613, 0.00313462 ) ); + // itree = 867 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528822, 0.0033518 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499006, -0.000248768 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48637, -0.00321247 ), 5, 0.0446311, 1, 0, + 0.497409, -0.00371783 ), + 0, 8.20497, 1, 0, 0.499179, -0.00160364 ) ); + // itree = 868 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500169, -0.000204069 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488435, -0.00217735 ), 0, 9.39449, 1, 0, 0.497628, -0.00302987 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493249, 0.00483081 ), 0, 9.97864, 1, 0, 0.497513, -0.00258135 ) ); + // itree = 869 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498706, -0.000171927 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476738, -0.00341324 ), 5, 0.0364643, 1, 0, 0.497015, -0.00272561 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547895, 0.00575762 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512862, -0.000773805 ), 5, 0.834141, 1, 0, 0.530647, 0.0157092 ), + 5, 0.790026, 1, 0, 0.49886, -0.00171429 ) ); + // itree = 870 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465614, 0.000330939 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53026, -0.00192539 ), 3, -0.698075, 1, 0, 0.498447, -0.0075344 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492229, -0.0012333 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503682, 0.00105977 ), 1, 2, 1, 0, 0.500356, 0.00202974 ), + 0, 8.70158, 1, 0, 0.499896, -0.000314181 ) ); + // itree = 871 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46252, -0.000995954 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509364, 0.00170799 ), 4, -0.815272, 1, 0, 0.50242, 0.00857881 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488321, -0.00609306 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531839, -0.000508481 ), 4, 0.81646, 1, 0, 0.524307, -0.00895406 ), + 4, 0.798528, 1, 0, 0.505715, 0.00593886 ) ); + // itree = 872 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516396, 0.000901681 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499618, -4.7741e-05 ), 0, 8.5724, 1, 0, 0.502632, 0.00137808 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483319, -0.00452895 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495749, -0.000550957 ), 0, 8.90388, 1, 0, 0.490785, -0.0149369 ), + 2, 3, 1, 0, 0.501315, -0.000439923 ) ); + // itree = 873 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506671, 0.000712923 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495933, -0.000325543 ), 0, 8.96379, 1, 0, 0.500612, 0.00174114 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528179, -0.00370473 ), 4, 0.889156, 1, 0, 0.501721, 0.00091798 ) ); + // itree = 874 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454016, -0.0029478 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472814, -0.000576736 ), 0, 8.80503, 1, 0, 0.467211, -0.0099944 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500028, -0.00119074 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519852, 0.00133996 ), 2, 2, 1, 0, 0.508831, -0.000311004 ), + 4, -0.704907, 1, 0, 0.49748, -0.0031989 ) ); + // itree = 875 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479888, -0.00350345 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488941, -0.00100139 ), 0, 9.2582, 1, 0, 0.48295, -0.0190311 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484989, -0.000975161 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54187, 0.00144312 ), 4, 0.794466, 1, 0, 0.495872, -0.00330672 ), + 1, 2, 1, 0, 0.492101, -0.00325586 ) ); + // itree = 876 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497782, -0.000164281 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490442, -0.00222034 ), 1, 4, 1, 0, 0.496927, -0.000687137 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426858, 0.000931477 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.656344, 0.00615273 ), 3, -0.704671, 1, 0, 0.536089, 0.0193298 ), + 5, 0.791224, 1, 0, 0.499037, -0.0013372 ) ); + // itree = 877 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508798, 0.000631114 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482657, -0.00178707 ), 0, 8.86191, 1, 0, 0.504001, 0.00220201 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407725, -0.0112571 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492106, -0.00123493 ), 4, -0.892817, 1, 0, 0.488365, -0.00778207 ), + 0, 8.95941, 1, 0, 0.494917, -0.00359817 ) ); + // itree = 878 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508809, 0.0015259 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526248, -0.000422129 ), 4, 0.0444223, 1, 0, 0.513456, 0.00896132 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495343, -0.000611835 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499395, 0.0026969 ), 0, 9.66845, 1, 0, 0.495895, -0.00163166 ), + 0, 8.80726, 1, 0, 0.50112, 0.00152004 ) ); + // itree = 879 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492272, -0.000290158 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543666, 0.0022425 ), 4, 0.802994, 1, 0, 0.498216, -7.79432e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522885, -0.00579451 ), 4, 0.892405, 1, 0, 0.499093, -0.00113488 ) ); + // itree = 880 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465727, -0.000293123 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494152, 0.00296085 ), 4, 0.796457, 1, 0, 0.469611, 0.000772475 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572324, -0.00408984 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.674214, -0.000704769 ), 3, 0.928049, 1, 0, 0.629753, -0.0124955 ), + 3, 0.896593, 1, 0, 0.497895, -0.00157094 ) ); + // itree = 881 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480146, 0.00552423 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521711, 0.00375387 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499373, -0.000216782 ), 5, -0.784085, 1, 0, + 0.500488, -0.000213332 ), + 4, -0.892962, 1, 0, 0.49977, 0.000760982 ) ); + // itree = 882 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533941, 0.00342031 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496973, -0.000946172 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49766, 0.000300767 ), 0, 8.87908, 1, 0, 0.497438, -0.00156567 ), + 0, 8.14088, 1, 0, 0.499164, 0.000145676 ) ); + // itree = 883 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436541, -0.0024682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501523, 0.000368063 ), 4, -0.893441, 1, 0, 0.499072, 0.00175613 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52481, -0.00379373 ), 4, 0.890071, 1, 0, 0.500085, 0.000875027 ) ); + // itree = 884 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506102, 0.00123508 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494471, -0.000815809 ), 1, 3, 1, 0, 0.502406, 0.00335322 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544115, 0.00538646 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533835, 0.0036197 ), 5, 0.815347, 1, 0, 0.538055, 0.0268438 ), + 5, 0.780232, 1, 0, 0.504665, 0.00513034 ) ); + // itree = 885 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442427, -0.00234973 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497346, 0.000752357 ), 5, -0.77209, 1, 0, 0.494857, 0.00397421 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484727, -0.00365807 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52146, -0.000708322 ), 4, 0.744979, 1, 0, 0.515982, -0.00706994 ), + 4, 0.0459517, 1, 0, 0.500734, 0.000901901 ) ); + // itree = 886 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.409914, 0.000453219 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547474, -0.00109833 ), 3, -0.801922, 1, 0, 0.495914, -0.00347661 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546585, 0.0041482 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499223, 4.86403e-05 ), 0, 8.86882, 1, 0, 0.516219, 0.010963 ), + 2, 3, 1, 0, 0.498143, -9.88126e-05 ) ); + // itree = 887 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442449, 0.000697307 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447525, -0.00117407 ), 2, 2, 1, 0, 0.444677, 0.000439353 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550242, 0.000707353 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.651166, 0.00400173 ), 3, 0.883502, 1, 0, 0.605358, 0.0142419 ), + 3, 0.802609, 1, 0, 0.505332, 0.00507439 ) ); + // itree = 888 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399469, 0.00255029 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518165, -0.000784112 ), 3, -0.891505, 1, 0, 0.500417, -0.00260671 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507922, 0.00180799 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508532, 0.0104923 ), 0, 9.97024, 1, 0, 0.507954, 0.00938809 ), + 0, 9.09603, 1, 0, 0.503969, 0.00304552 ) ); + // itree = 889 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389081, -0.00270022 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419653, 0.000455494 ), 2, 2, 1, 0, 0.401006, -0.00229724 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496836, 0.00209852 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570942, -0.000192773 ), 3, -0.716461, 1, 0, 0.556348, 0.00188474 ), + 3, -0.801893, 1, 0, 0.498217, -0.00233023 ) ); + // itree = 890 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501075, 0.000100674 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510986, 0.0013005 ), 1, 3, 1, 0, 0.504562, -0.000291332 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473846, -0.00508935 ), 0, 9.81943, 1, 0, 0.503018, 0.00239726 ) ); + // itree = 891 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49817, 0.000481395 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511911, 0.00447513 ), 5, 0.0554718, 1, 0, 0.499519, 0.00559115 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501419, -0.00415573 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535617, -0.000132845 ), 5, -0.691826, 1, 0, 0.524502, -0.0085723 ), + 4, 0.796041, 1, 0, 0.503416, 0.00338174 ) ); + // itree = 892 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47864, 0.00121497 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504036, -0.00317739 ), 3, -0.791923, 1, 0, 0.495061, -0.0167205 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494926, 0.000228838 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554707, 0.00377001 ), 4, 0.796457, 1, 0, 0.504635, 0.00433008 ), + 0, 8.47021, 1, 0, 0.503325, 0.00145 ) ); + // itree = 893 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472691, -0.00263329 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500385, -0.00148447 ), 0, 8.19197, 1, 0, 0.489014, -0.0196312 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492768, -0.000962211 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511006, 0.00154044 ), 2, 2, 1, 0, 0.50053, 0.000953819 ), + 0, 8.47021, 1, 0, 0.498983, -0.0023277 ) ); + // itree = 894 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422316, -0.00539158 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504427, 0.000463968 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502081, -0.00168045 ), 5, 0.0498965, 1, 0, + 0.504157, 0.00140054 ), + 4, -0.891542, 1, 0, 0.501046, 0.000248872 ) ); + // itree = 895 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479133, -0.00175193 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540255, 0.00276754 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499482, 4.7715e-05 ), 0, 8.47685, 1, 0, 0.503067, 0.00256631 ), + 0, 8.18757, 1, 0, 0.501758, 0.00144428 ) ); + // itree = 896 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500245, 9.72852e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.579518, 0.00777374 ), 4, 0.890019, 1, 0, 0.502656, 0.00179833 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491563, 0.00232809 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501627, -0.00403668 ), 4, -0.795747, 1, 0, 0.497601, -0.0101681 ), + 5, 0.0548487, 1, 0, 0.502018, 0.000288448 ) ); + // itree = 897 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503183, -0.00026636 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512151, 0.00189479 ), 0, 8.77381, 1, 0, 0.508392, 0.00580042 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482414, -0.00328067 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505957, 0.000753707 ), 1, 3, 1, 0, 0.4905, -0.00772904 ), + 0, 9.26688, 1, 0, 0.502531, 0.00133875 ) ); + // itree = 898 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499375, -0.000154591 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515466, 0.00175427 ), 1, 4, 1, 0, 0.501326, -0.000777062 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4882, -6.99712e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.621232, 0.0103837 ), 4, -0.703188, 1, 0, 0.550621, 0.0296528 ), + 5, 0.793219, 1, 0, 0.504036, 0.00214155 ) ); + // itree = 899 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440435, 0.00202298 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.569154, -3.59766e-06 ), 3, -0.706848, 1, 0, 0.505851, 0.00634422 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481698, 0.00554145 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499306, -0.00125887 ), 4, -0.890158, 1, 0, 0.49802, -0.00525226 ), + 1, 3, 1, 0, 0.503125, 0.00100445 ) ); + // itree = 900 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515223, 0.00264854 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508707, -0.000368085 ), 2, 2, 1, 0, 0.512201, -0.000260239 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477545, -0.0026711 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500078, -0.000142657 ), 0, 8.35189, 1, 0, 0.497884, -0.00329191 ), + 1, 2, 1, 0, 0.502071, -0.000762027 ) ); + // itree = 901 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418796, -0.00110192 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429649, -0.00300807 ), 4, 0.79865, 1, 0, 0.420666, -0.00902931 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56465, -0.000962456 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581765, 0.00140218 ), 1, 2, 1, 0, 0.576764, 0.00231569 ), + 3, -0.706804, 1, 0, 0.4989, -0.00231323 ) ); + // itree = 902 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474237, -0.00205401 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505013, 0.00123662 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497813, -0.000781549 ), 5, -0.784302, 1, 0, + 0.498244, -0.00405595 ), + 0, 8.14088, 1, 0, 0.497133, -0.00489709 ) ); + // itree = 903 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44883, 0.000440559 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426285, -0.00298771 ), 4, 0.796457, 1, 0, 0.445673, -0.00012825 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612336, 0.00279218 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58612, -0.000428721 ), 2, 2, 1, 0, 0.601941, 0.00092815 ), + 3, 0.802564, 1, 0, 0.504202, 0.00339795 ) ); + // itree = 904 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467544, -0.00298205 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499508, -0.000145624 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496412, -0.00361635 ), 5, 0.790159, 1, 0, + 0.499333, -0.00199107 ), + 0, 8.26161, 1, 0, 0.496975, -0.00407136 ) ); + // itree = 905 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466127, -0.00128644 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513791, 0.0011859 ), 4, -0.79779, 1, 0, 0.505536, 0.00511757 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495916, -0.00100727 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478315, -0.00766586 ), 0, 9.61094, 1, 0, 0.49392, -0.00848564 ), + 2, 2, 1, 0, 0.500619, 3.64096e-05 ) ); + // itree = 906 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41574, 0.00403983 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580362, -0.000860241 ), 3, 0.894028, 1, 0, 0.478433, 0.0125152 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50071, -0.000864803 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507374, 0.00057088 ), 0, 9.00778, 1, 0, 0.504279, -0.00184491 ), + 4, -0.798862, 1, 0, 0.500446, 0.000284474 ) ); + // itree = 907 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463687, -0.00457728 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499595, -0.000214729 ), 5, -0.78285, 1, 0, 0.498382, -0.00218351 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543642, 0.00434679 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512669, 0.00125372 ), 0, 9.02692, 1, 0, 0.527484, 0.0200313 ), + 1, 4, 1, 0, 0.502456, 0.000749552 ) ); + // itree = 908 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484365, -0.00119368 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504596, 0.000875337 ), 0, 8.31257, 1, 0, 0.502859, 0.00368443 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494072, -0.00500109 ), 1, 5, 1, 0, 0.502431, -0.00153836 ) ); + // itree = 909 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444806, -0.00276872 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567579, 0.000202403 ), 3, 0.797275, 1, 0, 0.488173, -0.0156003 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501691, 0.000802544 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493182, -0.00172414 ), 1, 3, 1, 0, 0.498712, -0.000119557 ), + 0, 8.80726, 1, 0, 0.495482, -0.00506947 ) ); + // itree = 910 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506235, 0.00159047 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460843, 0.00275197 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496438, -0.00111478 ), 4, -0.890158, 1, 0, 0.49506, -0.005907 ), + 0, 8.24287, 1, 0, 0.495802, -0.00444925 ) ); + // itree = 911 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50432, 0.00237392 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499577, -2.73363e-05 ), 5, -0.690538, 1, 0, 0.500113, 0.00150697 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512361, -0.00598005 ), 4, 0.890161, 1, 0, 0.50062, 0.000105027 ) ); + // itree = 912 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465354, -0.00449525 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504875, 0.000906808 ), 5, -0.755678, 1, 0, 0.477959, -0.0172016 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495471, -0.000209173 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548337, 0.00211596 ), 4, 0.795611, 1, 0, 0.501711, 0.000239783 ), + 5, -0.691197, 1, 0, 0.498805, -0.00189428 ) ); + // itree = 913 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507563, 0.000951424 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492175, -0.000963836 ), 1, 2, 1, 0, 0.496937, -1.90421e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540716, 0.00407946 ), 1, 5, 1, 0, 0.498951, -0.00153513 ) ); + // itree = 914 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504932, 0.000458481 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504731, 0.00360655 ), 0, 9.4338, 1, 0, 0.504889, 0.00544055 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496952, -0.00339717 ), 1, 5, 1, 0, 0.5045, 0.000626821 ) ); + // itree = 915 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422321, -0.0010884 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572422, 0.000557982 ), 3, -0.707723, 1, 0, 0.499906, -0.0015088 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463475, 0.00143284 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.677783, 0.00514748 ), 3, 0.894111, 1, 0, 0.520641, 0.0140981 ), + 5, 0.0497204, 1, 0, 0.502584, 0.000506974 ) ); + // itree = 916 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473417, -0.00156576 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493988, 0.000191955 ), 0, 8.28267, 1, 0, 0.492331, -0.000224222 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501679, -0.0034144 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532779, 0.00111609 ), 2, 2, 1, 0, 0.513222, -0.000722324 ), + 4, 0.0475076, 1, 0, 0.498118, -0.00330141 ) ); + // itree = 917 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46096, -0.00311497 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507918, 0.000887359 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487375, -0.0021503 ), 0, 9.41899, 1, 0, 0.503103, 0.00265544 ), + 0, 8.20497, 1, 0, 0.500704, 0.000719237 ) ); + // itree = 918 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479971, -0.00155424 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546427, 0.00268898 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497883, -0.000335797 ), 0, 8.45605, 1, 0, + 0.50026, -0.000567473 ), + 0, 8.31257, 1, 0, 0.498512, -0.00190186 ) ); + // itree = 919 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430869, -0.00164051 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451085, -0.000105341 ), 4, 0.0487118, 1, 0, 0.436415, -0.00791738 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531406, -0.00155101 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.624159, 0.00159881 ), 3, 0.856549, 1, 0, 0.597041, 0.00337024 ), + 3, 0.802609, 1, 0, 0.49696, -0.00366274 ) ); + // itree = 920 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496473, 0.00218837 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550774, -0.00025995 ), 3, 0.789799, 1, 0, 0.516049, 0.0127919 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48471, -0.00082092 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530294, 0.00176693 ), 4, 0.046733, 1, 0, 0.497539, -0.000636147 ), + 0, 8.5443, 1, 0, 0.500584, 0.00157239 ) ); + // itree = 921 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505507, 0.00183699 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495773, -0.000725757 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517449, 0.00205102 ), 2, 3, 1, 0, 0.498152, -0.00174642 ), + 0, 8.19324, 1, 0, 0.498557, -0.00162768 ) ); + // itree = 922 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476946, -0.00283129 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500575, 0.000231316 ), 5, -0.690476, 1, 0, 0.498382, -0.000242009 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497538, -0.000625585 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4778, -0.00462193 ), 5, -0.691701, 1, 0, 0.483717, -0.0215916 ), + 1, 4, 1, 0, 0.49631, -0.000758311 ) ); + // itree = 923 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472654, 0.00318858 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.401107, 0.00136886 ), 0, 8.7891, 1, 0, 0.420542, 0.0126936 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542666, -0.000960672 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.619076, 0.00375081 ), 5, 0.0429606, 1, 0, 0.550144, -0.00341078 ), + 3, -0.801893, 1, 0, 0.502268, 0.00253834 ) ); + // itree = 924 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487361, -0.00117831 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510807, 0.00105688 ), 5, -0.69167, 1, 0, 0.508008, 0.00659275 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486618, -0.000451399 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503827, -0.00383594 ), 4, 0.0437151, 1, 0, 0.491541, -0.00656596 ), + 0, 9.0014, 1, 0, 0.499024, -0.00058604 ) ); + // itree = 925 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511332, 0.000687467 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495086, -0.0010323 ), 0, 8.44499, 1, 0, 0.498309, -0.00423395 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495249, 3.55309e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530866, 0.00705827 ), 1, 4, 1, 0, 0.500285, 0.00383619 ), + 0, 9.23951, 1, 0, 0.499002, -0.0012784 ) ); + // itree = 926 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515388, 0.00119476 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494959, -0.000405875 ), 0, 8.46791, 1, 0, 0.497801, -0.000365396 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441345, 0.0033393 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571063, 5.90997e-05 ), 3, -0.800976, 1, 0, 0.515065, 0.00917528 ), + 1, 4, 1, 0, 0.500236, -0.000853463 ) ); + // itree = 927 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488904, -0.000399416 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524472, 0.00167345 ), 0, 8.21094, 1, 0, 0.515616, 0.0105191 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494547, -0.000728474 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50867, 0.0116142 ), 0, 9.9775, 1, 0, 0.49503, -0.00274987 ), + 0, 8.69274, 1, 0, 0.499889, 0.000382395 ) ); + // itree = 928 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440477, -0.000136398 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565423, -0.0020325 ), 3, 0.802842, 1, 0, 0.485839, -0.00493379 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505765, -0.000613949 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54421, 0.00225332 ), 4, 0.783412, 1, 0, 0.529801, 0.00688257 ), + 4, 0.0486293, 1, 0, 0.498129, -0.0016303 ) ); + // itree = 929 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491994, 0.0022204 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476059, 4.94095e-05 ), 0, 9.1424, 1, 0, 0.484956, 0.0094126 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460559, -0.00348978 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505354, -0.000589445 ), 0, 8.24287, 1, 0, 0.502253, -0.00587032 ), + 4, -0.701862, 1, 0, 0.497564, -0.00172742 ) ); + // itree = 930 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511301, 0.0021424 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498158, -0.000118853 ), 0, 8.20497, 1, 0, 0.498964, 0.000642352 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507802, -0.00215612 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476188, -0.00630227 ), 1, 4, 1, 0, 0.491728, -0.0192261 ), + 5, 0.790974, 1, 0, 0.498578, -0.000803228 ) ); + // itree = 931 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498164, 0.000546709 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474452, -0.00358545 ), 0, 9.67, 1, 0, 0.49604, 0.00226776 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499152, -0.00495291 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546628, 0.00273837 ), 0, 9.11696, 1, 0, 0.521883, -0.0143078 ), + 4, 0.796378, 1, 0, 0.500057, -0.000309113 ) ); + // itree = 932 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506772, 0.00150898 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493905, -0.00114335 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499612, 0.000286259 ), 0, 9.11547, 1, 0, + 0.496646, -0.00387704 ), + 0, 8.20497, 1, 0, 0.497246, -0.00270975 ) ); + // itree = 933 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492853, -0.000857902 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514915, 0.00161562 ), 5, 0.052559, 1, 0, 0.495525, -0.00350528 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550129, 0.00520342 ), 1, 5, 1, 0, 0.498069, -0.0015618 ) ); + // itree = 934 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424949, -0.000256435 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573193, 0.000811494 ), 3, -0.707596, 1, 0, 0.499808, 0.00175861 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5001, -0.00299109 ), 5, 0.793101, 1, 0, 0.499823, 0.000766976 ) ); + // itree = 935 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50308, 0.000834407 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494981, -0.00236307 ), 2, 3, 1, 0, 0.502144, -0.000360376 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507396, -0.000916781 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461592, -0.00591166 ), 2, 2, 1, 0, 0.492103, 0.000400966 ), + 1, 4, 1, 0, 0.500729, 0.000149768 ) ); + // itree = 936 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524054, 0.00222119 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499022, 0.000264561 ), 0, 8.35225, 1, 0, 0.50149, 0.003565 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515687, -0.00464946 ), 4, 0.888406, 1, 0, 0.502088, 0.00233944 ) ); + // itree = 937 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.397711, 0.00559889 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.358487, 0.00168902 ), 5, -0.689638, 1, 0, 0.365638, 0.0135603 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443708, -0.0019983 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555287, 0.000405011 ), 3, -0.806371, 1, 0, 0.529808, -0.00101867 ), + 3, -0.89629, 1, 0, 0.502273, 0.00142652 ) ); + // itree = 938 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470124, 0.000244938 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506226, -0.00280839 ), 3, -0.702047, 1, 0, 0.488157, -0.0130663 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516921, 0.00127324 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495086, -0.000610571 ), 0, 8.74506, 1, 0, 0.499246, -0.000516727 ), + 0, 8.33767, 1, 0, 0.498223, -0.00167378 ) ); + // itree = 939 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472482, -0.00279212 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547633, 0.00143451 ), 4, 0.782202, 1, 0, 0.484378, -0.0193758 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491467, 0.00710786 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502988, 0.000777144 ), 4, -0.892817, 1, 0, 0.502513, 0.00516193 ), + 0, 8.80298, 1, 0, 0.497126, -0.00212665 ) ); + // itree = 940 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479225, 0.000718316 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512953, -0.00325749 ), 3, -0.698881, 1, 0, 0.496542, -0.0130938 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515588, 0.00196944 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497928, -5.9337e-06 ), 0, 8.67677, 1, 0, 0.499179, 0.00115502 ), + 0, 8.55001, 1, 0, 0.498729, -0.00127482 ) ); + // itree = 941 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51678, 0.00177436 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496026, -0.000364949 ), 0, 8.35319, 1, 0, + 0.498031, -0.000220588 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544176, 0.0045391 ), 1, 5, 1, 0, 0.50027, 0.00134747 ) ); + // itree = 942 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498909, -0.000391258 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485998, -0.00259903 ), 5, 0.0503667, 1, 0, 0.497308, -0.00490849 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495028, 0.000482082 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54305, 0.00763843 ), 5, 0.0429606, 1, 0, 0.501011, 0.00543153 ), + 0, 9.26688, 1, 0, 0.498516, -0.00153328 ) ); + // itree = 943 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49764, 0.00280198 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445383, 0.000562152 ), 0, 8.23505, 1, 0, 0.449092, 0.00524964 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477437, -0.00781492 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.598457, 3.59381e-05 ), 3, 0.820826, 1, 0, 0.587756, -0.00439306 ), + 3, 0.802842, 1, 0, 0.500536, 0.00167221 ) ); + // itree = 944 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490651, -0.000146048 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505945, 0.00174657 ), 2, 2, 1, 0, 0.497444, -0.000280499 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53146, 8.34005e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514873, -0.005987 ), 0, 9.1892, 1, 0, 0.524526, -0.00955915 ), + 4, 0.795935, 1, 0, 0.501595, 0.00201174 ) ); + // itree = 945 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4621, -0.000903149 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415839, -0.00902244 ), 4, -0.817056, 1, 0, 0.454073, -0.0143043 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495292, 0.00182991 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505097, -0.000444023 ), 4, -0.714189, 1, 0, 0.503689, -0.000667785 ), + 4, -0.799093, 1, 0, 0.496233, -0.00271696 ) ); + // itree = 946 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487529, -0.00154878 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497618, 0.000131382 ), 0, 9.11959, 1, 0, 0.492112, -0.00669831 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513891, 0.00184247 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495205, 0.000289199 ), 1, 3, 1, 0, 0.508127, 0.00467432 ), + 2, 2, 1, 0, 0.498847, -0.000776866 ) ); + // itree = 947 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490085, -1.16299e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539559, 0.00571726 ), 1, 5, 1, 0, 0.492237, -0.00128733 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508657, -0.00229488 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540458, 0.00660361 ), 0, 9.64525, 1, 0, 0.511831, -0.0111985 ), + 4, 0.046733, 1, 0, 0.497756, -0.00203758 ) ); + // itree = 948 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445868, 0.000318619 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.405611, -0.00316306 ), 5, 0.791373, 1, 0, 0.443892, 0.000923558 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488898, -0.00503787 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59347, -0.000975972 ), 3, 0.820587, 1, 0, 0.583658, -0.00857432 ), + 3, 0.802609, 1, 0, 0.496574, -0.00265648 ) ); + // itree = 949 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479926, -0.00261905 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516484, 0.001539 ), 1, 3, 1, 0, 0.492791, 0.000166392 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510666, 0.00202375 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498078, -3.85049e-05 ), 0, 9.0782, 1, 0, 0.502593, 0.00476985 ), + 0, 8.69274, 1, 0, 0.500216, 0.000929563 ) ); + // itree = 950 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494061, 0.00307095 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512041, 0.000512477 ), 4, -0.781877, 1, 0, 0.509058, 0.00792369 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463649, -0.00522348 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497485, -0.00027138 ), 0, 9.05605, 1, 0, 0.492466, -0.00593549 ), + 0, 8.94827, 1, 0, 0.499265, -0.000256328 ) ); + // itree = 951 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493788, -0.00112512 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502449, 0.00113858 ), 0, 8.50103, 1, 0, 0.501141, 0.00385715 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510718, -0.00586605 ), 4, 0.889873, 1, 0, 0.501506, 0.00249815 ) ); + // itree = 952 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479329, 0.00018517 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578725, 0.00309932 ), 3, 0.789313, 1, 0, 0.515781, 0.0124199 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478488, 0.00171788 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500732, -0.000655158 ), 4, -0.7965, 1, 0, 0.49741, -0.00195079 ), + 0, 8.43922, 1, 0, 0.499665, -0.000186718 ) ); + // itree = 953 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532248, 0.00510646 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504016, 0.000829474 ), 5, -0.785321, 1, 0, 0.506028, 0.00734414 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471703, -0.00243924 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499838, -0.000204974 ), 0, 8.42853, 1, 0, 0.49624, -0.0040556 ), + 2, 2, 1, 0, 0.501849, 6.37261e-05 ) ); + // itree = 954 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495366, -0.000772638 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499074, 0.000429201 ), 0, 8.73592, 1, 0, 0.498105, -0.000171461 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543153, 0.00313881 ), 1, 5, 1, 0, 0.500275, -0.000897891 ) ); + // itree = 955 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452866, -0.0037355 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526724, 0.00154237 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494602, -0.000787709 ), 0, 8.42232, 1, 0, + 0.497162, -0.00296568 ), + 0, 8.12818, 1, 0, 0.495096, -0.00470787 ) ); + // itree = 956 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426768, -0.00142913 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.395875, 0.0013283 ), 0, 9.42361, 1, 0, 0.42014, -0.00681925 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553144, -0.00486759 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573473, 0.000550776 ), 5, -0.785435, 1, 0, 0.572295, 0.00160651 ), + 3, -0.706848, 1, 0, 0.496644, -0.00258273 ) ); + // itree = 957 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.383784, 0.000374453 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456426, -0.00185821 ), 3, -0.861906, 1, 0, 0.4198, -0.00540015 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56765, 0.00125382 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582797, -0.00189558 ), 0, 9.22629, 1, 0, 0.573134, 0.00309726 ), + 3, -0.707782, 1, 0, 0.496862, -0.00112956 ) ); + // itree = 958 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484005, -0.000849311 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55003, 0.00322728 ), 0, 8.213, 1, 0, 0.515179, 0.0104959 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489387, -0.00196272 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496387, -0.000184732 ), 0, 8.54002, 1, 0, 0.49599, -0.00204426 ), + 0, 8.40911, 1, 0, 0.498177, -0.000615134 ) ); + // itree = 959 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472705, -7.96533e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460697, -0.00343619 ), 4, -0.757698, 1, 0, 0.470016, -0.00552372 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50295, -0.00208919 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512852, 0.000985338 ), 5, -0.689576, 1, 0, 0.511937, 0.00449097 ), + 4, -0.70241, 1, 0, 0.500549, 0.00177056 ) ); + // itree = 960 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497908, -3.82792e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4871, -0.00291043 ), 2, 3, 1, 0, 0.49667, -0.000536128 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50424, 0.00125606 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5087, 0.007704 ), 0, 9.97975, 1, 0, 0.504487, 0.00658389 ), + 0, 9.11147, 1, 0, 0.500231, 0.00157308 ) ); + // itree = 961 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499205, -5.77755e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507127, 0.00289229 ), 0, 9.26688, 1, 0, 0.501768, 0.00356475 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49395, -0.00296478 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497291, 0.000564499 ), 2, 2, 1, 0, 0.495057, 0.000146329 ), + 5, 0.0529474, 1, 0, 0.500934, 0.00172682 ) ); + // itree = 962 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511941, 0.00226051 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488446, -0.00216552 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500278, 5.31391e-05 ), 1, 2, 1, 0, 0.496864, -0.00402486 ), + 0, 8.26181, 1, 0, 0.497949, -0.0017162 ) ); + // itree = 963 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457213, -0.00189612 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510612, 0.00074522 ), 4, -0.799093, 1, 0, 0.502727, 0.0024339 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.338184, -0.0115877 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.602414, -0.00227961 ), 3, -0.707498, 1, 0, 0.475562, -0.0200491 ), + 0, 9.79783, 1, 0, 0.501208, 0.0011763 ) ); + // itree = 964 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511649, 0.00251184 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495649, -0.000710204 ), 5, -0.78419, 1, 0, 0.496577, -0.00353572 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.394392, 0.00152488 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.666806, 0.0105767 ), 3, 0.802075, 1, 0, 0.504951, 0.0158643 ), + 0, 9.7633, 1, 0, 0.497105, -0.00231367 ) ); + // itree = 965 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499139, 0.00480491 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494015, 2.87603e-05 ), 5, -0.779403, 1, 0, 0.494201, 0.00123744 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418661, 0.00100659 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581129, -0.00245279 ), 3, -0.895347, 1, 0, 0.524599, -0.00755139 ), + 4, 0.79618, 1, 0, 0.498965, -0.000139899 ) ); + // itree = 966 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447817, 0.000730733 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574263, -0.00108754 ), 3, 0.802842, 1, 0, 0.493902, 0.000517944 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498131, -0.00516933 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538659, 0.00110551 ), 1, 3, 1, 0, 0.520304, -0.00454762 ), + 4, 0.792629, 1, 0, 0.49827, -0.00133355 ) ); + // itree = 967 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511203, 0.00192304 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458697, -0.000980454 ), 0, 8.43808, 1, 0, 0.465777, -0.00249423 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.626484, 0.000103803 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.712832, 0.00507693 ), 4, 0.0452317, 1, 0, 0.654176, 0.00871605 ), + 3, 0.89726, 1, 0, 0.498483, -0.000548173 ) ); + // itree = 968 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481519, -0.00165086 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521765, 0.00100696 ), 4, 0.0452317, 1, 0, 0.491545, -0.00637079 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536648, 0.00327225 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495979, -0.000680649 ), 0, 8.58902, 1, 0, 0.50323, 0.00238765 ), + 1, 3, 1, 0, 0.495635, 0.000910445 ) ); + // itree = 969 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466106, -0.00244388 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498958, 0.000283273 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570947, 0.00523061 ), 4, 0.892518, 1, 0, 0.501674, 0.00269087 ), + 0, 8.17687, 1, 0, 0.499801, 0.00124168 ) ); + // itree = 970 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.371059, -0.00329318 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420013, 0.00197369 ), 5, -0.780399, 1, 0, 0.416259, 0.00959424 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553182, 0.000900573 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546291, -0.00141104 ), 1, 2, 1, 0, 0.548463, -0.00101405 ), + 3, -0.801655, 1, 0, 0.500012, 0.000720816 ) ); + // itree = 971 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520262, 0.00185215 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495575, 2.70794e-05 ), 0, 8.89914, 1, 0, 0.504584, 0.00598515 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463054, -0.0034187 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496373, -0.000645421 ), 0, 8.43061, 1, 0, 0.492425, -0.00676501 ), + 2, 2, 1, 0, 0.499452, -0.000168414 ) ); + // itree = 972 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493704, -1.24558e-05 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479444, -0.00191888 ), 0, 8.90427, 1, 0, 0.484876, -0.00594245 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522769, 0.00193246 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528649, -0.00127239 ), 4, 0.820479, 1, 0, 0.525249, 0.00415551 ), + 4, 0.0472789, 1, 0, 0.496304, -0.00308412 ) ); + // itree = 973 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498509, 0.00328125 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51555, 0.00097022 ), 4, -0.700422, 1, 0, 0.510932, 0.0122816 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411865, 0.00153268 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582877, -0.00112945 ), 3, -0.707726, 1, 0, 0.498968, 0.000743388 ), + 0, 9.1424, 1, 0, 0.505821, 0.0073527 ) ); + // itree = 974 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493184, -0.0010487 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496621, 8.5607e-05 ), 0, 8.83827, 1, 0, 0.49551, -0.0026534 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453403, -0.00272681 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528228, 0.00252377 ), 4, -0.79779, 1, 0, 0.510545, 0.00838056 ), + 1, 3, 1, 0, 0.500767, -0.00111739 ) ); + // itree = 975 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.316442, -0.00521775 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552907, -0.000431226 ), 3, 0.799698, 1, 0, 0.453184, -0.014464 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462335, 0.000969698 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597599, -0.000926234 ), 3, 0.802661, 1, 0, 0.508473, 0.00239749 ), + 4, -0.797621, 1, 0, 0.500171, -0.000134397 ) ); + // itree = 976 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486494, 0.00213839 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505859, -7.86236e-05 ), 4, -0.701494, 1, 0, 0.501378, 0.00261238 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461246, -0.00498278 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51562, -0.000591964 ), 5, 0.78075, 1, 0, 0.488012, -0.0182457 ), + 5, 0.0503538, 1, 0, 0.49971, 1.00493e-05 ) ); + // itree = 977 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506835, 0.000535193 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517373, 0.00371504 ), 0, 8.9191, 1, 0, 0.509014, 0.00859049 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492023, -0.000755138 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558093, 0.00542725 ), 4, 0.886118, 1, 0, 0.495467, -0.002194 ), + 0, 9.04212, 1, 0, 0.501955, 0.00297141 ) ); + // itree = 978 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510502, 0.00403728 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475553, 0.000516973 ), 1, 2, 1, 0, 0.481187, 0.00149415 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508669, 0.000235671 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509304, -0.00354881 ), 5, 0.050952, 1, 0, 0.508721, -0.000413489 ), + 4, -0.704907, 1, 0, 0.501211, 0.0015856 ) ); + // itree = 979 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478228, -0.00329219 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497067, -0.000500525 ), 5, -0.738669, 1, 0, 0.494868, -0.00508563 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518722, 0.00296792 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49968, -0.00217247 ), 1, 4, 1, 0, 0.512291, 0.00295588 ), + 5, 0.0486463, 1, 0, 0.497022, -0.00344369 ) ); + // itree = 980 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470266, -0.0019135 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508998, 0.00164223 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502209, -0.00240087 ), 5, 0.790974, 1, 0, + 0.508615, 0.00852773 ), + 0, 8.24309, 1, 0, 0.506113, 0.00664242 ) ); + // itree = 981 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.329381, -0.00295244 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38991, 0.00155308 ), 1, 4, 1, 0, 0.34143, -0.00417669 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483045, -0.00158104 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538082, 0.000982209 ), 0, 8.24309, 1, 0, 0.534147, 0.00443734 ), + 3, -0.896324, 1, 0, 0.501573, 0.00174565 ) ); + // itree = 982 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420687, -0.00597534 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525172, 0.0035589 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496977, -0.000711482 ), 5, -0.78327, 1, 0, + 0.4984, -0.00320886 ), + 4, -0.892817, 1, 0, 0.495746, -0.00417233 ) ); + // itree = 983 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477468, 0.000875691 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492977, 0.00613197 ), 2, 2, 1, 0, 0.482563, -0.00107626 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506049, 0.000341055 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505523, -0.00646803 ), 5, 0.777112, 1, 0, 0.506029, 0.000599382 ), + 4, -0.796412, 1, 0, 0.502399, 0.00281195 ) ); + // itree = 984 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.313028, -0.000618116 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425226, 0.0034184 ), 3, -0.926925, 1, 0, 0.362136, 0.00770623 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521098, -0.000949522 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564052, 0.00151029 ), 5, 0.0436069, 1, 0, 0.525732, -0.00445745 ), + 3, -0.895476, 1, 0, 0.497071, -0.00232645 ) ); + // itree = 985 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481655, 0.000368926 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442919, -0.0024683 ), 0, 9.19153, 1, 0, 0.467249, -0.00226326 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.609048, -0.000510669 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.67322, 0.00350803 ), 5, -0.693262, 1, 0, 0.659508, 0.0145226 ), + 3, 0.89726, 1, 0, 0.500773, 0.000663656 ) ); + // itree = 986 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468706, 0.000351151 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505048, 0.00340693 ), 4, -0.834333, 1, 0, 0.491378, 0.0146193 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45175, -0.000895482 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.618608, 0.0015663 ), 3, 0.800708, 1, 0, 0.507504, -0.000835998 ), + 4, -0.704907, 1, 0, 0.503053, 0.00342954 ) ); + // itree = 987 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502213, 0.000325875 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473881, -0.00462938 ), 0, 9.69102, 1, 0, 0.499752, 0.000666738 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498744, -0.00394188 ), 1, 5, 1, 0, 0.499704, 0.000413892 ) ); + // itree = 988 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48462, -0.00185209 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533664, 0.00199924 ), 4, 0.0453826, 1, 0, 0.492458, -0.0079358 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.402483, -0.0012517 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560746, 0.000702397 ), 3, -0.800944, 1, 0, 0.499341, -0.000216743 ), + 1, 2, 1, 0, 0.497333, -0.00031697 ) ); + // itree = 989 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49725, 0.003124 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546633, 0.000259972 ), + 3, -0.701156, 1, 0, 0.522127, 0.015952 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515088, 0.00142952 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493994, -0.000746084 ), 0, 8.72333, 1, 0, 0.495659, -0.00268997 ), + 0, 8.59321, 1, 0, 0.5007, 0.000860274 ) ); + // itree = 990 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.367677, 0.00436434 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.376222, -0.00122102 ), 5, 0.0562052, 1, 0, 0.369583, 0.0166008 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470719, -0.00312978 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533019, 0.000188925 ), 0, 8.27411, 1, 0, 0.527783, -0.00163446 ), + 3, -0.895164, 1, 0, 0.500243, 0.00154003 ) ); + // itree = 991 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507563, 0.00363703 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553265, 0.0025326 ), 3, -0.695723, 1, 0, 0.530477, 0.0300644 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494962, -0.00107754 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501662, 0.000646817 ), 0, 8.77379, 1, 0, 0.500274, 0.000747082 ), + 0, 8.33755, 1, 0, 0.502979, 0.00337278 ) ); + // itree = 992 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491503, 0.00164221 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462985, -0.00259587 ), 0, 9.36723, 1, 0, 0.484423, 0.00624985 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492621, -0.00127183 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526777, 0.000697091 ), 4, 0.0469659, 1, 0, 0.505782, -0.00333826 ), + 4, -0.701865, 1, 0, 0.499943, -0.000716957 ) ); + // itree = 993 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445954, 0.00142002 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451215, -0.000422599 ), 2, 2, 1, 0, 0.448249, 0.00116312 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581342, -0.00199699 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594216, 0.000362732 ), 1, 3, 1, 0, 0.586311, -0.00422092 ), + 3, 0.802842, 1, 0, 0.499693, 0.000198936 ) ); + // itree = 994 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460823, -0.00133968 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506616, 0.00160186 ), 4, -0.798815, 1, 0, 0.497225, 0.00665941 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.416984, -0.00339922 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60644, 0.000430353 ), 3, -0.800871, 1, 0, 0.515041, -0.00881976 ), + 4, 0.0454631, 1, 0, 0.502239, 0.00230333 ) ); + // itree = 995 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.384586, -0.00330682 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547602, -0.000149532 ), 3, -0.80123, 1, 0, 0.490528, -0.00757512 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530387, 0.00257213 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502139, 0.000319041 ), 0, 8.82334, 1, 0, 0.510848, 0.00827143 ), + 1, 3, 1, 0, 0.497544, -0.000748309 ) ); + // itree = 996 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517209, 0.00208398 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499401, -0.000818036 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50149, 0.000751838 ), 0, 8.74294, 1, 0, 0.501083, 0.00177734 ), + 0, 8.31257, 1, 0, 0.502468, 0.00340329 ) ); + // itree = 997 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496196, -0.000289624 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516302, 0.00239589 ), 2, 3, 1, 0, 0.498536, 0.000403516 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526166, 0.00457679 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515193, 0.000692493 ), 5, 0.769274, 1, 0, 0.519632, 0.0142403 ), + 5, 0.0537018, 1, 0, 0.501177, 0.001696 ) ); + // itree = 998 + fBoostWeights.push_back( 1 ); + fForest.push_back( + NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500577, 0.000936874 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5248, -0.00114666 ), 4, 0.79643, 1, 0, 0.503204, 0.00461586 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492241, -0.00174979 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505012, 0.000731714 ), 0, 9.04212, 1, 0, 0.498909, -0.0047685 ), + 1, 3, 1, 0, 0.501706, -0.00032024 ) ); + // itree = 999 + fBoostWeights.push_back( 1 ); + fForest.push_back( NNBsBsb( + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433523, 0.00786788 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.600867, 0.00253894 ), 3, -0.800508, 1, 0, 0.527638, 0.0285962 ), + NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475283, -0.00201222 ), + NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499467, -0.000143814 ), 0, 8.26161, 1, 0, 0.497738, -0.00229081 ), + 5, -0.783966, 1, 0, 0.499499, -0.000471011 ) ); + return; +} + +// Clean up +inline void ReadBDTG_BsBsb_6vars_BDTGselTCut_072::Clear() { + for ( unsigned int itree = 0; itree < fForest.size(); itree++ ) { delete fForest[itree]; } +} +inline double ReadBDTG_BsBsb_6vars_BDTGselTCut_072::GetMvaValue( const std::vector<double>& inputValues ) const { + // classifier response value + double retval = 0; + + // classifier response, sanity check first + if ( !IsStatusClean() ) { + std::cout << "Problem in class \"" << fClassName << "\": cannot return classifier response" + << " because status is dirty" << std::endl; + retval = 0; + } else { + if ( IsNormalised() ) { + // normalise variables + std::vector<double> iV; + iV.reserve( inputValues.size() ); + int ivar = 0; + for ( std::vector<double>::const_iterator varIt = inputValues.begin(); varIt != inputValues.end(); + varIt++, ivar++ ) { + iV.push_back( NormVariable( *varIt, fVmin[ivar], fVmax[ivar] ) ); + } + retval = GetMvaValue__( iV ); + } else { + retval = GetMvaValue__( inputValues ); + } + } + + return retval; +} diff --git a/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.weights.xml b/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.weights.xml new file mode 100644 index 000000000..03d538c07 --- /dev/null +++ b/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.weights.xml @@ -0,0 +1,11493 @@ +<?xml version="1.0"?> +<!-- + (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration + + This software is distributed under the terms of the GNU General Public + Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". + + In applying this licence, CERN does not waive the privileges and immunities + granted to it by virtue of its status as an Intergovernmental Organization + or submit itself to any jurisdiction. +--> +<MethodSetup Method="BDT::BDTG_BsBsb_6vars_BDTGselTCut_0.72"> + <GeneralInfo> + <Info name="TMVA Release" value="4.2.1 [262657]"/> + <Info name="ROOT Release" value="6.06/02 [394754]"/> + <Info name="Creator" value="sakar"/> + <Info name="Date" value="Thu Jun 1 14:48:33 2017"/> + <Info name="Host" value="Linux lcgapp-slc6-physical1.cern.ch 2.6.32-573.8.1.el6.x86_64 #1 SMP Wed Nov 11 15:27:45 CET 2015 x86_64 x86_64 x86_64 GNU/Linux"/> + <Info name="Dir" value="/afs/cern.ch/user/s/sakar/Analysis/FlavourTagging/FT-SSKdev"/> + <Info name="Training events" value="100000"/> + <Info name="TrainingTime" value="9.95274198e+01"/> + <Info name="AnalysisType" value="Classification"/> + </GeneralInfo> + <Options> + <Option name="V" modified="Yes">False</Option> + <Option name="VerbosityLevel" modified="No">Default</Option> + <Option name="VarTransform" modified="No">None</Option> + <Option name="H" modified="Yes">False</Option> + <Option name="CreateMVAPdfs" modified="No">False</Option> + <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option> + <Option name="NTrees" modified="Yes">1000</Option> + <Option name="MaxDepth" modified="Yes">2</Option> + <Option name="MinNodeSize" modified="Yes">2.5%</Option> + <Option name="nCuts" modified="Yes">20</Option> + <Option name="BoostType" modified="Yes">Grad</Option> + <Option name="AdaBoostR2Loss" modified="No">quadratic</Option> + <Option name="UseBaggedBoost" modified="Yes">True</Option> + <Option name="Shrinkage" modified="Yes">1.000000e-01</Option> + <Option name="AdaBoostBeta" modified="No">5.000000e-01</Option> + <Option name="UseRandomisedTrees" modified="No">False</Option> + <Option name="UseNvars" modified="No">3</Option> + <Option name="UsePoissonNvars" modified="No">True</Option> + <Option name="BaggedSampleFraction" modified="Yes">5.000000e-01</Option> + <Option name="UseYesNoLeaf" modified="No">True</Option> + <Option name="NegWeightTreatment" modified="No">ignorenegweightsintraining</Option> + <Option name="Css" modified="No">1.000000e+00</Option> + <Option name="Cts_sb" modified="No">1.000000e+00</Option> + <Option name="Ctb_ss" modified="No">1.000000e+00</Option> + <Option name="Cbb" modified="No">1.000000e+00</Option> + <Option name="NodePurityLimit" modified="No">5.000000e-01</Option> + <Option name="SeparationType" modified="No">giniindex</Option> + <Option name="DoBoostMonitor" modified="No">False</Option> + <Option name="UseFisherCuts" modified="No">False</Option> + <Option name="MinLinCorrForFisher" modified="No">8.000000e-01</Option> + <Option name="UseExclusiveVars" modified="No">False</Option> + <Option name="DoPreselection" modified="No">False</Option> + <Option name="SigToBkgFraction" modified="No">1.000000e+00</Option> + <Option name="PruneMethod" modified="No">nopruning</Option> + <Option name="PruneStrength" modified="No">0.000000e+00</Option> + <Option name="PruningValFraction" modified="No">5.000000e-01</Option> + <Option name="nEventsMin" modified="No">0</Option> + <Option name="UseBaggedGrad" modified="No">False</Option> + <Option name="GradBaggingFraction" modified="No">5.000000e-01</Option> + <Option name="UseNTrainEvents" modified="No">0</Option> + <Option name="NNodesMax" modified="No">0</Option> + </Options> + <Variables NVar="6"> + <Variable VarIndex="0" Expression="log(B_PT)" Label="ptB" Title="log momentum of the B" Unit="GeV" Internal="ptB" Type="D" Min="5.81567383e+00" Max="1.13906908e+01"/> + <Variable VarIndex="1" Expression="nTracks_presel_BDTGcut" Label="ntracks" Title="number of tagging tracks" Unit="" Internal="ntracks" Type="I" Min="1.00000000e+00" Max="1.10000000e+01"/> + <Variable VarIndex="2" Expression="nPV" Label="npv" Title="number of primary vertexes" Unit="" Internal="npv" Type="I" Min="1.00000000e+00" Max="7.00000000e+00"/> + <Variable VarIndex="3" Expression="(Tr_Charge*Tr_BDTG_selBestTracks_14vars)" Label="QxBDT_1" Title="Charge times BDT best track" Unit="" Internal="QxBDT_1" Type="F" Min="-9.90905166e-01" Max="9.91657495e-01"/> + <Variable VarIndex="4" Expression="(Tr_Charge_2nd*Tr_BDTG_selBestTracks_14vars_2nd)" Label="QxBDT_2nd" Title="Charge times BDT 2nd best track" Unit="" Internal="QxBDT_2nd" Type="F" Min="-9.86771941e-01" Max="9.86282945e-01"/> + <Variable VarIndex="5" Expression="(Tr_Charge_3rd*Tr_BDTG_selBestTracks_14vars_3rd)" Label="QxBDT_3rd" Title="Charge times BDT 3rd best track" Unit="" Internal="QxBDT_3rd" Type="F" Min="-9.69503164e-01" Max="9.78638589e-01"/> + </Variables> + <Spectators NSpec="0"/> + <Classes NClass="2"> + <Class Name="Signal" Index="0"/> + <Class Name="Background" Index="1"/> + </Classes> + <Transformations NTransformations="0"/> + <MVAPdfs/> + <Weights NTrees="1000" AnalysisType="1"> + <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="0"> + <Node pos="s" depth="0" NCoef="0" IVar="3" Cut="8.0260938405990601e-01" cType="1" res="-2.1935063414275646e-03" rms="4.9999520182609558e-01" purity="4.9780648946762085e-01" nType="0"> + <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="-9.0504354238510132e-01" cType="1" res="-5.7428553700447083e-02" rms="4.9669101834297180e-01" purity="4.4257143139839172e-01" nType="0"> + <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.5662908330559731e-02" rms="4.7554388642311096e-01" purity="3.4553959965705872e-01" nType="-99"/> + <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-3.9059030823409557e-03" rms="4.9927148222923279e-01" purity="4.7301855683326721e-01" 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rms="4.9160805344581604e-01" purity="4.9224069714546204e-01" nType="-99"/> + <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.3171383701264858e-04" rms="4.8456186056137085e-01" purity="5.0501215457916260e-01" nType="-99"/> + </Node> + </Node> + </BinaryTree> + <BinaryTree type="DecisionTree" boostWeight="1.0000000000000000e+00" itree="999"> + <Node pos="s" depth="0" NCoef="0" IVar="5" Cut="-7.8396582603454590e-01" cType="1" res="-4.7101106611080468e-04" rms="4.8778620362281799e-01" purity="4.9949935078620911e-01" nType="0"> + <Node pos="l" depth="1" NCoef="0" IVar="3" Cut="-8.0050790309906006e-01" cType="1" res="2.8596216812729836e-02" rms="4.8554724454879761e-01" purity="5.2763777971267700e-01" nType="0"> + <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="7.8678801655769348e-03" rms="4.8316323757171631e-01" purity="4.3352270126342773e-01" nType="-99"/> + <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="2.5389397051185369e-03" rms="4.8699024319648743e-01" purity="6.0086655616760254e-01" nType="-99"/> + </Node> + <Node pos="r" depth="1" NCoef="0" IVar="0" Cut="8.2616081237792969e+00" cType="1" res="-2.2908113896846771e-03" rms="4.8786842823028564e-01" purity="4.9773770570755005e-01" nType="0"> + <Node pos="l" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-2.0122216083109379e-03" rms="4.9820011854171753e-01" purity="4.7528269886970520e-01" nType="-99"/> + <Node pos="r" depth="2" NCoef="0" IVar="-1" Cut="0.0000000000000000e+00" cType="1" res="-1.4381381333805621e-04" rms="4.8703476786613464e-01" purity="4.9946659803390503e-01" nType="-99"/> + </Node> + </Node> + </BinaryTree> + </Weights> +</MethodSetup> -- GitLab From ca5e88e63d93eeb22435fcac5266080c5ed2f2f9 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Tue, 15 Jun 2021 10:34:41 +0200 Subject: [PATCH 23/54] reorganise and add sskaon tagger and ssproton tagger --- Phys/FlavourTagging/src/BTagging.cpp | 2 +- Phys/FlavourTagging/src/BTaggingTool.cpp | 11 ++++++++--- Phys/FlavourTagging/src/BTaggingTool.h | 2 ++ .../src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp | 9 +++++---- .../src/Taggers/SSProton/TaggerProtonSameTool.cpp | 3 +++ 5 files changed, 19 insertions(+), 8 deletions(-) diff --git a/Phys/FlavourTagging/src/BTagging.cpp b/Phys/FlavourTagging/src/BTagging.cpp index fa5a71701..851fe53fc 100644 --- a/Phys/FlavourTagging/src/BTagging.cpp +++ b/Phys/FlavourTagging/src/BTagging.cpp @@ -54,7 +54,7 @@ void BTagging::performTagging( const std::string& location ) { // Make new FT object container FlavourTags* tags = new FlavourTags; - + always() << parts.size() << " b candidates" << endmsg; //-------------- loop on signal B candidates from selection for ( Particle::Range::const_iterator icandB = parts.begin(); icandB != parts.end(); ++icandB ) { if ( msgLevel( MSG::DEBUG ) ) debug() << "Found Particle of type " << ( *icandB )->particleID() << endmsg; diff --git a/Phys/FlavourTagging/src/BTaggingTool.cpp b/Phys/FlavourTagging/src/BTaggingTool.cpp index 5441ab680..a762897aa 100644 --- a/Phys/FlavourTagging/src/BTaggingTool.cpp +++ b/Phys/FlavourTagging/src/BTaggingTool.cpp @@ -97,8 +97,13 @@ StatusCode BTaggingTool::tag( FlavourTag& flavTag, const Particle* sigPart, cons flavTag.setTaggedB( sigPart ); // Load all particles from tagging location and get all primary vertices - const Particle::Range allTagParts = get<Particle::Range>( m_tagPartLoc + "/Particles" ); - const RecVertex::Range allVtxs = get<RecVertex::Range>( RecVertexLocation::Primary ); + const Particle::Range allTagParts = get<Particle::Range>( m_tagPartLoc);// + "/Particles" ); + RecVertex::Range allVtxs; + if(m_recoFromFile) + allVtxs = get<RecVertex::Range>( RecVertexLocation::Primary ); + + else + allVtxs = get<RecVertex::Range>("/Event/LHCb__Converters__RecVertex__v2__fromVectorLHCbRecVertices/OutputVerticesName"); const int nAllVtxs = allVtxs.size(); FeatureGeneratorCache::getInstance().currentOtherVertices = &allVtxs; @@ -433,7 +438,7 @@ const Particle::ConstVector BTaggingTool::chooseCandidates( const Particle* sigP BOOST_FOREACH ( const LHCb::Particle* q, tagParts ) { isSame = isSameTrack( *p, *q ); if ( !isSame ) continue; - always() << "clone category " << isSame << endmsg; + //always() << "clone category " << isSame << endmsg; // only skip all the rest if actually same track if ( isSame >= TaggingHelpers::SameTrack ) break; // otherwise, we may need some form of clone killing, because tracks diff --git a/Phys/FlavourTagging/src/BTaggingTool.h b/Phys/FlavourTagging/src/BTaggingTool.h index bd0362893..32d6f40ae 100644 --- a/Phys/FlavourTagging/src/BTaggingTool.h +++ b/Phys/FlavourTagging/src/BTaggingTool.h @@ -118,6 +118,8 @@ private: "Taggers that are not shared between the CallOrder vector and the " "EnabledTaggersMap will be appended in their alphabetic order."}; + Gaudi::Property<bool> m_recoFromFile{this, "RecoFromFile", true, "Reco from File"}; + Gaudi::Property<std::string> m_tagPartLoc{this, "TaggingParticleLocation", "Phys/TaggingParticles", "TES location of the tagging particles."}; diff --git a/Phys/FlavourTagging/src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp b/Phys/FlavourTagging/src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp index abcd3ed52..406854e28 100644 --- a/Phys/FlavourTagging/src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp @@ -108,7 +108,7 @@ StatusCode TaggerSSKaon_dev_Tool::initialize() { //===================================================================== Tagger TaggerSSKaon_dev_Tool::tag( const Particle* AXB0, const RecVertex* RecVert, const int nPV, Particle::ConstVector& vtags ) { - + //always() << vtags.size() << " " << nPV << endmsg; Tagger tkaon_dev; if ( !RecVert ) return tkaon_dev; @@ -152,7 +152,7 @@ Tagger TaggerSSKaon_dev_Tool::tag( const Particle* AXB0, const RecVertex* RecVer //////////////////////////////// ++ncand; } - + //always() << vtags_sel.size() << " kaons after presel" << endmsg; int cands = vtags_sel.size(); double cands_BDTseltracks = cands; @@ -215,8 +215,8 @@ Tagger TaggerSSKaon_dev_Tool::tag( const Particle* AXB0, const RecVertex* RecVer values.push_back( pidp ); m_BDTseltracks = myBDTseltracks_reader->GetMvaValue( values ); - - // for(unsigned int i=0; i<values.size(); ++i) std::cout << values.at(i)<<" " <<std::endl; + //always() << "kaon going into the BDT" << endmsg; + //for(unsigned int i=0; i<values.size(); ++i) always() << values.at(i)<<" " <<endmsg; if ( msgLevel( MSG::DEBUG ) ) { debug() << " TaggerBDTSSK(Dev) BDTseltracks =" << m_BDTseltracks << " BDT inputs:"; for ( unsigned int i = 0; i < values.size(); ++i ) debug() << values.at( i ) << " "; @@ -240,6 +240,7 @@ Tagger TaggerSSKaon_dev_Tool::tag( const Particle* AXB0, const RecVertex* RecVer const myPair_ev ev_pair = std::make_pair( m_BDTseltracks, ipart ); // find highest nn1 track event_map.push_back( ev_pair ); } + always() << myMap.size() << " kaons survive BDT selection" << endmsg; if ( msgLevel( MSG::DEBUG ) ) debug() << " vtags_sel.size()=" << vtags_sel.size() << " myMap.size()" << myMap.size() << endmsg; diff --git a/Phys/FlavourTagging/src/Taggers/SSProton/TaggerProtonSameTool.cpp b/Phys/FlavourTagging/src/Taggers/SSProton/TaggerProtonSameTool.cpp index 3a0fb2cb3..be7cbb050 100644 --- a/Phys/FlavourTagging/src/Taggers/SSProton/TaggerProtonSameTool.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSProton/TaggerProtonSameTool.cpp @@ -200,6 +200,7 @@ Tagger TaggerProtonSameTool::tag( const Particle* AXB0, const RecVertex* RecVert inputVals.push_back( log( RecVert->nDoF() ) ); inputVals.push_back( log( PIDp ) ); + for ( unsigned int i = 0; i < inputVals.size(); ++i ) always() << inputVals.at( i ) << endmsg; if ( msgLevel( MSG::DEBUG ) ) { debug() << "SSproton BDT computation for candidate " << ncand << " "; for ( unsigned int i = 0; i < inputVals.size(); ++i ) debug() << inputVals.at( i ) << " "; @@ -207,6 +208,8 @@ Tagger TaggerProtonSameTool::tag( const Particle* AXB0, const RecVertex* RecVert const double BDT = m_classifier->getClassifierValue( inputVals ); + always() << "BDT " << BDT << endmsg; + if ( msgLevel( MSG::DEBUG ) ) debug() << " BDT=" << BDT << endmsg; if ( msgLevel( MSG::DEBUG ) ) -- GitLab From 20c12fe109cda418454475b72d03afc1dc341fa4 Mon Sep 17 00:00:00 2001 From: Eva Brottmann Hansen <eva.hansen@cern.ch> Date: Wed, 30 Jun 2021 10:26:28 +0200 Subject: [PATCH 24/54] Added support for flavourTag persistence --- .../MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp | 4 +++- .../MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h | 7 +++++++ 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp index af0735178..4b162b489 100644 --- a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp +++ b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp @@ -18,6 +18,7 @@ #include <Event/ProtoParticle.h> #include <Event/RecVertex.h> #include <Event/VertexBase.h> +#include <Event/FlavourTag.h> #include "CopyLinePersistenceLocations.h" @@ -45,7 +46,7 @@ DECLARE_COMPONENT( CopyLinePersistenceLocations ) const std::vector<CLID> CopyLinePersistenceLocations::cloneOrderByClassID = { KeyedContainer<LHCb::CaloCluster>::classID(), KeyedContainer<LHCb::CaloHypo>::classID(), KeyedContainer<LHCb::ProtoParticle>::classID(), KeyedContainer<LHCb::Particle>::classID(), - KeyedContainer<LHCb::RecVertex>::classID()}; + KeyedContainer<LHCb::RecVertex>::classID(), KeyedContainer<LHCb::FlavourTag>::classID()}; CopyLinePersistenceLocations::CopyLinePersistenceLocations( const std::string& name, ISvcLocator* svcLocator ) : MicroDSTCommon<GaudiAlgorithm>( name, svcLocator ) { @@ -81,6 +82,7 @@ StatusCode CopyLinePersistenceLocations::initialize() { registerCloner<LHCb::CaloHypo>( m_caloHypoCloner, m_cloners ); registerCloner<LHCb::Particle>( m_particleCloner, m_cloners ); registerCloner<LHCb::ProtoParticle>( m_protoParticleCloner, m_cloners ); + registerCloner<LHCb::FlavourTag>( m_flavourtagCloner, m_cloners ); // Vertex cloners are specialised with the VertexBase class, but we // want to support KeyedContainers of RecVertex, not VertexBase registerCloner<LHCb::RecVertex, LHCb::VertexBase>( m_vertexCloner, m_cloners ); diff --git a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h index 697d4c7fb..b262ca6d9 100644 --- a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h +++ b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h @@ -27,6 +27,7 @@ #include <MicroDST/ICloneParticle.h> #include <MicroDST/ICloneProtoParticle.h> #include <MicroDST/ICloneVertexBase.h> +#include <MicroDST/ICloneFlavourTag.h> #include <MicroDST/ICloner.h> #include <MicroDST/MicroDSTCommon.h> @@ -49,6 +50,7 @@ * * LHCb::Particle, with the cloner defined by the `ICloneParticle` property * * LHCb::ProtoParticle, with the cloner defined by the `ICloneProtoParticle` property * * LHCb::VertexBase, with the cloner defined by the `ICloneVertexBase` property + * * LHCb::FlavourTag, with the cloner defined by the `ICloneFlavourTag` property * * To accommodate different cloner types for PersistReco (a.k.a. * Turbo++/TurboPP) lines, the `TurboPPICloneVertexBase` property allows the @@ -127,6 +129,11 @@ private: ToolHandle<ICloneVertexBase> m_vertexCloner{this, "ICloneVertexBase", "VertexBaseFromRecVertexClonerNoTracks/RecVertexCloner"}; + /// Implementation of ICloneFlavourTag used to clone LHCb::FlavourTag objects + ToolHandle<ICloneFlavourTag> m_flavourtagCloner{this, "ICloneFlavourTag", + "FlavourTagCloner"}; + + /// Implementation of ICloneCaloClusterCloner used to clone LHCb::CaloCluster objects for Turbo++ lines ToolHandle<ICloneCaloCluster> m_turboPPCaloClusterCloner{this, "TurboPPICloneCaloCluster", "CaloClusterCloner/TurboPPCaloClusterCloner"}; -- GitLab From 7e74ece8aea416bce50baa4f3832f969bcc6164d Mon Sep 17 00:00:00 2001 From: Eva Brottmann Hansen <eva.hansen@cern.ch> Date: Wed, 30 Jun 2021 14:16:04 +0200 Subject: [PATCH 25/54] Fixed formatting for pipeline --- .../MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp index 4b162b489..520715662 100644 --- a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp +++ b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp @@ -14,11 +14,12 @@ #include <Event/CaloCluster.h> #include <Event/CaloHypo.h> +#include <Event/FlavourTag.h> #include <Event/Particle.h> #include <Event/ProtoParticle.h> #include <Event/RecVertex.h> #include <Event/VertexBase.h> -#include <Event/FlavourTag.h> + #include "CopyLinePersistenceLocations.h" -- GitLab From a50e4f38fcb68f46eb0957d58cf249cd4f801344 Mon Sep 17 00:00:00 2001 From: Eva Brottmann Hansen <eva.hansen@cern.ch> Date: Wed, 30 Jun 2021 14:20:05 +0200 Subject: [PATCH 26/54] Fixed formatting for pipeline --- .../MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h index b262ca6d9..958238d12 100644 --- a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h +++ b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h @@ -24,10 +24,10 @@ #include <Kernel/ILinePersistenceSvc.h> #include <MicroDST/ICloneCaloCluster.h> #include <MicroDST/ICloneCaloHypo.h> +#include <MicroDST/ICloneFlavourTag.h> #include <MicroDST/ICloneParticle.h> #include <MicroDST/ICloneProtoParticle.h> #include <MicroDST/ICloneVertexBase.h> -#include <MicroDST/ICloneFlavourTag.h> #include <MicroDST/ICloner.h> #include <MicroDST/MicroDSTCommon.h> @@ -119,6 +119,9 @@ private: /// Implementation of ICloneCaloHypo used to clone LHCb::CaloHypo objects. ToolHandle<ICloneCaloHypo> m_caloHypoCloner{this, "ICloneCaloHypo", "CaloHypoCloner/CaloHypoCloner"}; + /// Implementation of ICloneFlavourTag used to clone LHCb::FlavourTag objects + ToolHandle<ICloneFlavourTag> m_flavourtagCloner{this, "ICloneFlavourTag", "FlavourTagCloner"}; + /// Implementation of ICloneParticle used to clone LHCb::Particle objects. ToolHandle<ICloneParticle> m_particleCloner{this, "ICloneParticle", "ParticleCloner"}; @@ -129,10 +132,6 @@ private: ToolHandle<ICloneVertexBase> m_vertexCloner{this, "ICloneVertexBase", "VertexBaseFromRecVertexClonerNoTracks/RecVertexCloner"}; - /// Implementation of ICloneFlavourTag used to clone LHCb::FlavourTag objects - ToolHandle<ICloneFlavourTag> m_flavourtagCloner{this, "ICloneFlavourTag", - "FlavourTagCloner"}; - /// Implementation of ICloneCaloClusterCloner used to clone LHCb::CaloCluster objects for Turbo++ lines ToolHandle<ICloneCaloCluster> m_turboPPCaloClusterCloner{this, "TurboPPICloneCaloCluster", -- GitLab From 914221460c130d063b0d5b5873e59992f048265c Mon Sep 17 00:00:00 2001 From: Eva Brottmann Hansen <eva.hansen@cern.ch> Date: Wed, 30 Jun 2021 14:31:08 +0200 Subject: [PATCH 27/54] Fixed formatting for pipeline --- .../MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp index 520715662..44efb49d0 100644 --- a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp +++ b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp @@ -46,8 +46,8 @@ DECLARE_COMPONENT( CopyLinePersistenceLocations ) // go down the dependency tree. const std::vector<CLID> CopyLinePersistenceLocations::cloneOrderByClassID = { KeyedContainer<LHCb::CaloCluster>::classID(), KeyedContainer<LHCb::CaloHypo>::classID(), - KeyedContainer<LHCb::ProtoParticle>::classID(), KeyedContainer<LHCb::Particle>::classID(), - KeyedContainer<LHCb::RecVertex>::classID(), KeyedContainer<LHCb::FlavourTag>::classID()}; + KeyedContainer<LHCb::FlavourTag>::classID(), KeyedContainer<LHCb::ProtoParticle>::classID(), +KeyedContainer<LHCb::Particle>::classID(), KeyedContainer<LHCb::RecVertex>::classID(),}; CopyLinePersistenceLocations::CopyLinePersistenceLocations( const std::string& name, ISvcLocator* svcLocator ) : MicroDSTCommon<GaudiAlgorithm>( name, svcLocator ) { -- GitLab From eab5973fdfe6bdf4334d2bab31208a440f2dd643 Mon Sep 17 00:00:00 2001 From: Gitlab CI <noreply@cern.ch> Date: Wed, 30 Jun 2021 12:31:37 +0000 Subject: [PATCH 28/54] Fixed formatting patch generated by https://gitlab.cern.ch/lhcb/Phys/-/jobs/14844044 --- .../MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp | 6 +++--- .../MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h | 1 - 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp index 44efb49d0..d0d1c36f3 100644 --- a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp +++ b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp @@ -20,7 +20,6 @@ #include <Event/RecVertex.h> #include <Event/VertexBase.h> - #include "CopyLinePersistenceLocations.h" DECLARE_COMPONENT( CopyLinePersistenceLocations ) @@ -46,8 +45,9 @@ DECLARE_COMPONENT( CopyLinePersistenceLocations ) // go down the dependency tree. const std::vector<CLID> CopyLinePersistenceLocations::cloneOrderByClassID = { KeyedContainer<LHCb::CaloCluster>::classID(), KeyedContainer<LHCb::CaloHypo>::classID(), - KeyedContainer<LHCb::FlavourTag>::classID(), KeyedContainer<LHCb::ProtoParticle>::classID(), -KeyedContainer<LHCb::Particle>::classID(), KeyedContainer<LHCb::RecVertex>::classID(),}; + KeyedContainer<LHCb::FlavourTag>::classID(), KeyedContainer<LHCb::ProtoParticle>::classID(), + KeyedContainer<LHCb::Particle>::classID(), KeyedContainer<LHCb::RecVertex>::classID(), +}; CopyLinePersistenceLocations::CopyLinePersistenceLocations( const std::string& name, ISvcLocator* svcLocator ) : MicroDSTCommon<GaudiAlgorithm>( name, svcLocator ) { diff --git a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h index 958238d12..0e614d86d 100644 --- a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h +++ b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h @@ -132,7 +132,6 @@ private: ToolHandle<ICloneVertexBase> m_vertexCloner{this, "ICloneVertexBase", "VertexBaseFromRecVertexClonerNoTracks/RecVertexCloner"}; - /// Implementation of ICloneCaloClusterCloner used to clone LHCb::CaloCluster objects for Turbo++ lines ToolHandle<ICloneCaloCluster> m_turboPPCaloClusterCloner{this, "TurboPPICloneCaloCluster", "CaloClusterCloner/TurboPPCaloClusterCloner"}; -- GitLab From d89e3a9e125e9bf9344b7df50a376912f224c2e6 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Fri, 2 Jul 2021 09:17:15 +0200 Subject: [PATCH 29/54] work work wokr --- .env | 331 ++++++++++++++++++ Phys/FlavourTagging/src/BTagging.cpp | 4 +- Phys/FlavourTagging/src/BTaggingTool.cpp | 23 +- .../Taggers/SSPion/TaggerPionBDTSameTool.cpp | 6 + .../Taggers/SSProton/TaggerProtonSameTool.cpp | 17 +- 5 files changed, 372 insertions(+), 9 deletions(-) create mode 100644 .env diff --git a/.env b/.env new file mode 100644 index 000000000..f3d8f1eae --- /dev/null +++ b/.env @@ -0,0 +1,331 @@ +HOSTNAME=lbquantaperf01 +CCACHE_NOHASHDIR=1 +CCACHE_DEPEND=1 +TERM=xterm-256color +CCACHE_SLOPPINESS=locale,system_headers +MAKEFLAGS= +LBENV_CURRENT_WORKSPACE=/home/cprouve/cmtuser/summer +TMPDIR=/run/user/38339 +CCACHE_LOGFILE=/home/cprouve/cmtuser/summer/.output/ccache.log +X509_CERT_DIR=/cvmfs/lhcb.cern.ch/etc/grid-security/certificates +LHCBRELEASES=/cvmfs/lhcb.cern.ch/lib/lhcb +LBENV_ALIASES=/cvmfs/lhcb.cern.ch/lib/var/lib/LbEnv/2086/stable/linux-64/lib/python3.8/site-packages/LbEnv/data/aliases.sh +STAGE_HOST=castorlhcb.cern.ch +LC_ALL=C +USER=cprouve +X509_VOMSES=/cvmfs/lhcb.cern.ch/etc/grid-security/vomses +CMTCONFIG=x86_64_v2-centos7-gcc10-opt +CCACHE_DIR=/home/cprouve/cmtuser/summer/.ccache/x86_64_v2-centos7-gcc10-opt +LHCBDOC=/eos/project/l/lhcbwebsites/www/projects +LCG_VERSION=100 +LBENV_SOURCED=2.1.2 +VIRTUAL_ENV_DISABLE_PROMPT=1 +MYSITEROOT=/cvmfs/lhcb.cern.ch/lib +LCG_RELEASES=/cvmfs/lhcb.cern.ch/lib/lcg/releases +PATH=/home/cprouve/cmtuser/summer/Phys/build.x86_64_v2-centos7-gcc10-opt/bin:/home/cprouve/cmtuser/summer/Phys/InstallArea/x86_64_v2-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/LCG_100/ROOT/v6.24.00/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/LCG_100/Python/3.8.6/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/gcc/10.1.0/x86_64-centos7/bin:/home/cprouve/cmtuser/summer/Rec/build.x86_64_v2-centos7-gcc10-opt/bin:/home/cprouve/cmtuser/summer/Rec/Rich/RichFutureGlobalPID/scripts:/home/cprouve/cmtuser/summer/Rec/Rich/RichFutureRecTrackAlgorithms/scripts:/home/cprouve/cmtuser/summer/Rec/Rec/ChargedProtoANNPID/scripts:/home/cprouve/cmtuser/summer/Rec/Muon/MuonMatch/scripts:/home/cprouve/cmtuser/summer/Rec/FT/FTMonitors/scripts:/home/cprouve/cmtuser/summer/Rec/InstallArea/x86_64_v2-centos7-gcc10-opt/bin:/home/cprouve/cmtuser/summer/LHCb/build.x86_64_v2-centos7-gcc10-opt/bin:/home/cprouve/cmtuser/summer/LHCb/PyConf/scripts:/home/cprouve/cmtuser/summer/LHCb/Sim/SimComponents/scripts:/home/cprouve/cmtuser/summer/LHCb/DAQ/DAQSys/scripts:/home/cprouve/cmtuser/summer/LHCb/GaudiConf/scripts:/home/cprouve/cmtuser/summer/LHCb/Tools/GitEntityResolver/scripts:/home/cprouve/cmtuser/summer/LHCb/Rich/RichFutureDAQ/scripts:/home/cprouve/cmtuser/summer/LHCb/Kernel/PartProp/scripts:/home/cprouve/cmtuser/summer/LHCb/InstallArea/x86_64_v2-centos7-gcc10-opt/bin:/home/cprouve/cmtuser/summer/LHCb/InstallArea/x86_64_v2-centos7-gcc10-opt/scripts:/cvmfs/lhcb.cern.ch/lib/lcg/releases/LCG_100/graphviz/2.40.1/x86_64-centos7-gcc10-opt/bin:/home/cprouve/cmtuser/summer/Gaudi/InstallArea/x86_64_v2-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/DD4hep/01.16.01-491e6/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/ROOT/v6.24.00-a725e/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/MCGenerators/qd/2.3.13-9e645/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/MCGenerators/starlight/r313-eaf9e/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/MCGenerators/gosam/2.0.4-faf33/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/MCGenerators/qgraf/3.1.4-23be6/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/MCGenerators/njet/2.0.0-32061/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/MCGenerators/FORM/4.1-8059a/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/MCGenerators/looptools/2.15-5beb1/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/MCGenerators/feynhiggs/2.10.2-461cb/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/MCGenerators/rivet/3.1.4-594d4/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/MCGenerators/yoda/1.9.0-65925/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/Grid/srm-ifce/1.13.0-0-be254/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/Grid/gfal/1.13.0-0-6fc75/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/Grid/dcap/2.47.7-1-cdd28/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/zeromq/4.3.2-3b844/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/xrootd/5.1.1-86ebf/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/xqilla/2.3.4-c5cd1/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/XercesC/3.2.3-714f6/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/xapian/1.4.11-02310/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/wheel/0.33.4-dc708/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/theano/1.0.4-79ff3/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/texinfo/6.3-21d20/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/SIO/00.01.00-6e311/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/sympy/1.4-76a85/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/swig/4.0.2-3be64/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/sqlite/3320300-3c47f/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/setuptools/44.1.0-27e03/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/rsa/4.0-f2b0f/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/qt5/5.12.4-3d860/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/pygments/2.4.2-5f9a9/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/pprof/54271f7-7afca/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/ppft/1.6.4.9-305cf/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/pox/0.2.5-7da5b/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/png/1.6.37-5186a/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/pkg_config/0.29.2-c6baf/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/pcre/8.43-5c0c1/x86_64-centos7-gcc10-opt/bin:/cvmfs/lhcb.cern.ch/lib/lcg/releases/pbr/5.2.1-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+PARTICLEMAKERROOT=/home/cprouve/cmtuser/summer/Phys/Phys/ParticleMaker +PHYSCONFROOT=/home/cprouve/cmtuser/summer/Phys/Phys/PhysConf +PROTOPARTICLEFILTERROOT=/home/cprouve/cmtuser/summer/Phys/Phys/ProtoParticleFilter +RELATEDINFOTOOLSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/RelatedInfoTools +SELREPORTSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/SelReports +TISTOSTOBBINGROOT=/home/cprouve/cmtuser/summer/Phys/Phys/TisTosTobbing diff --git a/Phys/FlavourTagging/src/BTagging.cpp b/Phys/FlavourTagging/src/BTagging.cpp index 851fe53fc..c5f7f66b8 100644 --- a/Phys/FlavourTagging/src/BTagging.cpp +++ b/Phys/FlavourTagging/src/BTagging.cpp @@ -54,7 +54,6 @@ void BTagging::performTagging( const std::string& location ) { // Make new FT object container FlavourTags* tags = new FlavourTags; - always() << parts.size() << " b candidates" << endmsg; //-------------- loop on signal B candidates from selection for ( Particle::Range::const_iterator icandB = parts.begin(); icandB != parts.end(); ++icandB ) { if ( msgLevel( MSG::DEBUG ) ) debug() << "Found Particle of type " << ( *icandB )->particleID() << endmsg; @@ -62,6 +61,9 @@ void BTagging::performTagging( const std::string& location ) { if ( msgLevel( MSG::DEBUG ) ) debug() << "About to tag candidate B of mass=" << ( *icandB )->momentum().M() / GeV << " GeV" << endmsg; + //if(std::abs(( *icandB )->momentum().P()-103656.) > 100 && std::abs(( *icandB )->momentum().P()-66151.) > 100 ) continue; + always() << parts.size() << " b candidates" << endmsg; + FlavourTag* theTag = new FlavourTag; //--------------------- TAG IT --------------------- diff --git a/Phys/FlavourTagging/src/BTaggingTool.cpp b/Phys/FlavourTagging/src/BTaggingTool.cpp index a762897aa..725aa55c1 100644 --- a/Phys/FlavourTagging/src/BTaggingTool.cpp +++ b/Phys/FlavourTagging/src/BTaggingTool.cpp @@ -108,6 +108,7 @@ StatusCode BTaggingTool::tag( FlavourTag& flavTag, const Particle* sigPart, cons const int nAllVtxs = allVtxs.size(); FeatureGeneratorCache::getInstance().currentOtherVertices = &allVtxs; + // get refitted associated PV and remaining pileup vertices after refitting RecVertex assocVtxRefit( 0 ); // 0 here is the key of the vertex const RecVertex::ConstVector puVtxs = choosePrimary( sigPart, allVtxs, assocVtx, assocVtxRefit ); @@ -117,9 +118,11 @@ StatusCode BTaggingTool::tag( FlavourTag& flavTag, const Particle* sigPart, cons } FeatureGeneratorCache::getInstance().currentPileUpVertices = puVtxs; - + //always() << allVtxs.size() << " primary vertices" << endmsg; + ////always() << puVtxs.size() << " pileup vertices" << endmsg; // if no tagging particles have been provided, preselect them from common // tagging location + //always() << allTagParts.size() << " all tag particles " << endmsg; if ( tagParts.empty() ) tagParts = chooseCandidates( sigPart, allTagParts, puVtxs ); // return the untagged event, if no tagging particles are available if ( tagParts.empty() ) return StatusCode::SUCCESS; @@ -412,6 +415,9 @@ const Particle::ConstVector BTaggingTool::chooseCandidates( const Particle* sigP std::vector<const LHCb::Particle*> clones; for ( Particle::Range::const_iterator ip = parts.begin(); parts.end() != ip; ++ip ) { const LHCb::Particle* p = *ip; + + //if(std::abs(p->momentum().P()-1571.)>1) continue; + const ProtoParticle* proto = p->proto(); if ( !proto || !proto->track() ) continue; if ( 0 == p->charge() ) continue; @@ -419,11 +425,15 @@ const Particle::ConstVector BTaggingTool::chooseCandidates( const Particle* sigP const bool trackTypeOK = ( proto->track()->type() == LHCb::Track::Types::Long ) || ( proto->track()->type() == LHCb::Track::Types::Upstream ); if ( !trackTypeOK ) continue; + //always() << "survived tracktype" << endmsg; + //always() << p->p() << " " << p->pt() << endmsg; if ( p->p() / GeV < m_cutTagPart_MinP || p->p() / GeV > m_cutTagPart_MaxP ) continue; if ( p->pt() / GeV > m_cutTagPart_MaxPT ) continue; + //always() << "survived momentum cuts" << endmsg; // exclude tracks too close to the beam line if ( p->momentum().theta() < m_cutTagPart_MinTheta ) continue; if ( proto->track()->ghostProbability() > m_cutTagPart_MaxGhostProb ) continue; + //always() << "survived theta and ghostprob cuts" << endmsg; // exclude "trivial" clones: particles with same protoparticle or same // underlying track // @@ -434,11 +444,11 @@ const Particle::ConstVector BTaggingTool::chooseCandidates( const Particle* sigP using TaggingHelpers::toString; SameTrackStatus isSame = TaggingHelpers::DifferentParticles; clones.clear(); - //always() << "Check new pion for clones " << endmsg; + ////always() << "Check new pion for clones " << endmsg; BOOST_FOREACH ( const LHCb::Particle* q, tagParts ) { isSame = isSameTrack( *p, *q ); if ( !isSame ) continue; - //always() << "clone category " << isSame << endmsg; + ////always() << "clone category " << isSame << endmsg; // only skip all the rest if actually same track if ( isSame >= TaggingHelpers::SameTrack ) break; // otherwise, we may need some form of clone killing, because tracks @@ -451,19 +461,20 @@ const Particle::ConstVector BTaggingTool::chooseCandidates( const Particle* sigP // this candidate because it is already in tagParts if ( isSame >= TaggingHelpers::SameTrack ) continue; } + //always() << "survived isSame" << endmsg; // exclude pre-flagged clones we did not catch ourselves if ( proto->track()->hasInfo( LHCb::Track::AdditionalInfo::CloneDist ) ) { if ( proto->track()->info( LHCb::Track::AdditionalInfo::CloneDist, 999999. ) < m_cutTagPart_MinCloneDist ) { continue; } } - + //always() << "survived minclonedist" << endmsg; // exclude signal tracks themselves double distphi( 0 ); if ( m_taggingUtils->isInTree( p, axdaugh, distphi ) ) continue; // exclude tracks too close to the signal if ( distphi < m_cutTagPart_MinDistPhi ) continue; - + //always() << "survived isInTree and phi cut" << endmsg; // CRJ : This is not really allowed -- SV reintroduced for Local FT use Particle* c = const_cast<Particle*>( p ); if ( c->hasInfo( LHCb::Particle::additionalInfo::FlavourTaggingIPPUs ) ) { @@ -489,7 +500,7 @@ const Particle::ConstVector BTaggingTool::chooseCandidates( const Particle* sigP if ( msgLevel( MSG::DEBUG ) ) debug() << "particle p=" << p->p() << " ippu NAN ****" << endmsg; // happens only when there is 1 PV } - + //always() << "survived pileup ip cut" << endmsg; // ok, if p is a potential clone, we need to find the "best" track and keep // only that one if ( clones.empty() ) { diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameTool.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameTool.cpp index 96b65cd97..fdba279fd 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameTool.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameTool.cpp @@ -89,6 +89,7 @@ StatusCode TaggerPionBDTSameTool::finalize() { return GaudiTool::finalize(); } Tagger TaggerPionBDTSameTool::tag( const Particle* AXB0, const RecVertex* RecVert, const int nPV, Particle::ConstVector& vtags ) { + //always() << vtags.size() << endmsg; Tagger tpionS; if ( !RecVert ) return tpionS; @@ -111,6 +112,7 @@ Tagger TaggerPionBDTSameTool::tag( const Particle* AXB0, const RecVertex* RecVer double bestBDT = -99.0, ncand = 0; Particle::ConstVector::const_iterator ipart; for ( ipart = vtags.begin(); ipart != vtags.end(); ++ipart ) { + //always() << "preselected pion mom" << ( *ipart )->p() << endmsg; // PID cuts to select the pion const ProtoParticle* proto = ( *ipart )->proto(); const double PIDk = proto->info( ProtoParticle::additionalInfo::CombDLLk, -1000.0 ); @@ -205,6 +207,8 @@ Tagger TaggerPionBDTSameTool::tag( const Particle* AXB0, const RecVertex* RecVer inputVals.push_back( lcs ); inputVals.push_back( RecVert->nDoF() ); + + //for ( unsigned int i = 0; i < inputVals.size(); ++i ) always() << inputVals.at( i ) << endmsg; if ( msgLevel( MSG::DEBUG ) ) { debug() << "SSpion BDT computation for candidate " << ncand << " "; for ( unsigned int i = 0; i < inputVals.size(); ++i ) debug() << inputVals.at( i ) << " "; @@ -212,6 +216,8 @@ Tagger TaggerPionBDTSameTool::tag( const Particle* AXB0, const RecVertex* RecVer const double BDT = m_classifier->getClassifierValue( inputVals ); + //always() << BDT << " " << bestBDT << endmsg; + if ( msgLevel( MSG::DEBUG ) ) debug() << " BDT=" << BDT << endmsg; if ( msgLevel( MSG::DEBUG ) ) diff --git a/Phys/FlavourTagging/src/Taggers/SSProton/TaggerProtonSameTool.cpp b/Phys/FlavourTagging/src/Taggers/SSProton/TaggerProtonSameTool.cpp index be7cbb050..98fbf4ab2 100644 --- a/Phys/FlavourTagging/src/Taggers/SSProton/TaggerProtonSameTool.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSProton/TaggerProtonSameTool.cpp @@ -13,6 +13,7 @@ #include "src/Classification/ITaggingClassifierFactory.h" #include "src/Utils/TaggingHelpers.h" +#include "Event/ODIN.h" //-------------------------------------------------------------------- // Implementation file for class : TaggerProtonSameTool @@ -83,6 +84,13 @@ StatusCode TaggerProtonSameTool::finalize() { return GaudiTool::finalize(); } //===================================================================== Tagger TaggerProtonSameTool::tag( const Particle* AXB0, const RecVertex* RecVert, const int nPV, Particle::ConstVector& vtags ) { + const LHCb::ODIN* odin = getIfExists<LHCb::ODIN>( "/Event/createODIN/ODIN" ); + + if ( odin ) { + int run = odin->runNumber(); + int ev = odin->eventNumber(); + //always() << "ODIN: " << run << " " << ev << endmsg; + }else always() << "ODIN didn't work!" << endmsg; Tagger tprotonS; if ( !RecVert ) return tprotonS; @@ -200,7 +208,12 @@ Tagger TaggerProtonSameTool::tag( const Particle* AXB0, const RecVertex* RecVert inputVals.push_back( log( RecVert->nDoF() ) ); inputVals.push_back( log( PIDp ) ); - for ( unsigned int i = 0; i < inputVals.size(); ++i ) always() << inputVals.at( i ) << endmsg; + //for ( unsigned int i = 0; i < inputVals.size(); ++i ) always() << inputVals.at( i ) << endmsg; + //always() << part->momentum().P()/GeV << " " << part->momentum().Pt()/GeV << " " << part->momentum().Theta() << " " + //<< part->momentum().Eta() << " " << PIDp << " " << proto->info( ProtoParticle::CombDLLk, -1000.0 ) << " " + //<< track->ghostProbability() << " " << IPsig << " " << deta << " " << dphi << " " << pT_Bp/GeV << " " << dQ/GeV + //<< " " << vtx.chi2() / vtx.nDoF() << endmsg; + if ( msgLevel( MSG::DEBUG ) ) { debug() << "SSproton BDT computation for candidate " << ncand << " "; for ( unsigned int i = 0; i < inputVals.size(); ++i ) debug() << inputVals.at( i ) << " "; @@ -208,7 +221,7 @@ Tagger TaggerProtonSameTool::tag( const Particle* AXB0, const RecVertex* RecVert const double BDT = m_classifier->getClassifierValue( inputVals ); - always() << "BDT " << BDT << endmsg; + //always() << "BDT " << BDT << endmsg; if ( msgLevel( MSG::DEBUG ) ) debug() << " BDT=" << BDT << endmsg; -- GitLab From b4ca7d31910409c124b1d905df282c0593d1567e Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Fri, 2 Jul 2021 14:20:03 +0200 Subject: [PATCH 30/54] rebase --- Phys/FlavourTagging/src/BTaggingTool.cpp | 163 +++++++++++++--- Phys/FlavourTagging/src/BTaggingTool.h | 180 ------------------ .../Taggers/SSProton/TaggerProtonSameTool.cpp | 20 -- 3 files changed, 137 insertions(+), 226 deletions(-) delete mode 100644 Phys/FlavourTagging/src/BTaggingTool.h diff --git a/Phys/FlavourTagging/src/BTaggingTool.cpp b/Phys/FlavourTagging/src/BTaggingTool.cpp index 876b28a77..8596633dd 100644 --- a/Phys/FlavourTagging/src/BTaggingTool.cpp +++ b/Phys/FlavourTagging/src/BTaggingTool.cpp @@ -39,6 +39,137 @@ #include <math.h> #include <string> +/** @class BTaggingTool BTaggingTool.h + * + * Tool to tag the B flavour + * + * @maintainer Miriam Calvo, Marc Grabalosa, Stefania Vecchi + * @author Marco Musy + * @date 05/06/2005 + */ +class BTaggingTool : public GaudiTool, virtual public IBTaggingTool { + +public: + BTaggingTool( const std::string& type, const std::string& name, const IInterface* parent ); + StatusCode initialize() override; + + StatusCode tag( LHCb::FlavourTag& flavTag, const LHCb::Particle* sigPart ) override; + + StatusCode tag( LHCb::FlavourTag& flavTag, const LHCb::Particle* sigPart, const LHCb::RecVertex* assocVtx ) override; + + StatusCode tag( LHCb::FlavourTag& flavTag, const LHCb::Particle* sigPart, const LHCb::RecVertex* assocVtx, + LHCb::Particle::ConstVector& tagParts ) override; + + std::vector<std::string> activeTaggerTypeNames() const override; + + std::vector<LHCb::Tagger::TaggerType> activeTaggerTypes() const override; + + std::vector<std::string> featureNames( LHCb::Tagger::TaggerType taggerType ) const override; + + std::vector<double> featureValues( LHCb::Tagger::TaggerType taggerType ) const override; + + std::vector<std::string> featureNamesTagParts( LHCb::Tagger::TaggerType taggerType ) const override; + + std::vector<std::vector<double>> featureValuesTagParts( LHCb::Tagger::TaggerType taggerType ) const override; + +private: + Gaudi::Property<std::string> m_standardGeometry_address{this, "StandardGeometryTop", "/dd/Structure/LHCb"}; + + const LHCb::RecVertex::ConstVector choosePrimary( LHCb::Particle const* sigPart, + LHCb::RecVertex::Range const& allVtxs, + LHCb::RecVertex const*& assocVtx, LHCb::RecVertex& assocVtxRefit, + IGeometryInfo const& geometry ); + + const LHCb::Particle::ConstVector chooseCandidates( const LHCb::Particle* sigPart, + const LHCb::Particle::Range& allTagParts, + const LHCb::RecVertex::ConstVector& puVtxs ); + + const LHCb::Particle::ConstVector chooseCandidatesReco14( const LHCb::Particle* sigPart, + const LHCb::Particle::Range& allTagParts, + const LHCb::RecVertex::ConstVector& puVtxs ); + + void clearExtraInfo(); + + Gaudi::Property<std::map<std::string, std::string>> m_enabledTaggersMap{ + this, + "EnabledTaggersMap", + {{"OSMuon", "OSMuonTagger"}, + {"OSElectron", "OSElectronTagger"}, + {"OSKaon", "OSKaonTagger"}, + {"OSVtxCh", "OSVertexChargeTagger"}, + {"OSCharm", "OSCharmTagger"}, + {"SSPion", "SSPionTagger"}, + {"SSProton", "SSProtonTagger"}, + {"SSKaon", "SSKaonTagger"}}, + "Map of target TaggerTypes and names of the associated ITagger instances."}; + + Gaudi::Property<std::vector<std::string>> m_enabledTaggersCallOrder{ + this, + "CallOrder", + {"OSMuon", "OSKaon", "OSElectron", "SSKaon", "SSPion", "OSVtxCh", "SSProton", "OSCharm"}, + "Order in which taggers should be called, represented by their TaggerType. " + "Taggers that are not shared between the CallOrder vector and the " + "EnabledTaggersMap will be appended in their alphabetic order."}; + + Gaudi::Property<std::string> m_tagPartLoc{this, "TaggingParticleLocation", "Phys/TaggingParticles", + "TES location of the tagging particles."}; + + Gaudi::Property<std::string> m_assocPVCriterion{ + this, "AssocPVCriterion", "bestPV", "Criterion to choose the associated PV. Choices are 'bestPV', 'PVbyIPs'"}; + + Gaudi::Property<bool> m_usePVRefit{this, "UsePVRefit", true, "Apply a refit to the associated PV."}; + + Gaudi::Property<bool> m_vetoFailedPVRefits{this, "VetoFailedPVRefits", false, + "Do not consider associated PV if PV refit fails"}; + + Gaudi::Property<double> m_cutTagPart_MinIPPU{this, "CutTagPart_MinIPPU", 3.0, + "Tagging particle requirement: Minimum IP to all pile-up vertices"}; + + Gaudi::Property<double> m_cutTagPart_MinTheta{this, "CutTagPart_MinTheta", 0.012, + "Tagging particle requirement: Minimum theta angle"}; + + Gaudi::Property<double> m_cutTagPart_MinDistPhi{this, "CutTagPart_MinDistPhi", 0.005, + "Tagging particle requirement: Minimum phi distance"}; + + Gaudi::Property<double> m_cutTagPart_MaxGhostProb{this, "CutTagPart_MaxGhostProb", 0.5, + "Tagging particle requirement: Maximum ghost probability"}; + + Gaudi::Property<double> m_cutTagPart_MinP{this, "CutTagPart_MinP", 2, + "Tagging particle requirement: Minimum P (in GeV)"}; + + Gaudi::Property<double> m_cutTagPart_MaxP{this, "CutTagPart_MaxP", 200, + "Tagging particle requirement: Maximum P (in GeV)"}; + + Gaudi::Property<double> m_cutTagPart_MaxPT{this, "CutTagPart_MaxPT", 10, + "Tagging particle requirement: Maximum PT (in GeV)"}; + + Gaudi::Property<double> m_cutTagPart_MinCloneDist{this, "CutTagPart_MinCloneDist", 5000, + "Tagging particle requirement: Minimum Track::CloneDist"}; + + std::vector<std::pair<LHCb::Tagger::TaggerType, ITagger*>> m_activeTaggers; + + ITagger* getActiveTagger( LHCb::Tagger::TaggerType taggerType ) const { + auto activeTagger = std::find_if( m_activeTaggers.begin(), m_activeTaggers.end(), + [&taggerType]( const auto& element ) { return element.first == taggerType; } ); + + if ( activeTagger != m_activeTaggers.end() ) { + return activeTagger->second; + } else { + return nullptr; + } + } + + ITaggingUtils* m_taggingUtils = nullptr; + IParticleDescendants* m_partDescends = nullptr; + const IPVReFitter* m_pvReFitter = nullptr; + + IDVAlgorithm* m_parentDVA = nullptr; + + std::vector<LHCb::Particle*> m_extraInfoToClear; ///< Particles to clear extra info from + + mutable Gaudi::Accumulators::SummingCounter<unsigned int> m_nCandsCounter{this, "nCands"}; +}; + // Declaration of the Algorithm Factory DECLARE_COMPONENT( BTaggingTool ) @@ -115,23 +246,15 @@ StatusCode BTaggingTool::tag( FlavourTag& flavTag, const Particle* sigPart, cons flavTag.setTaggedB( sigPart ); // Load all particles from tagging location and get all primary vertices - const Particle::Range allTagParts = get<Particle::Range>( m_tagPartLoc);// + "/Particles" ); - RecVertex::Range allVtxs; - if(m_recoFromFile) - allVtxs = get<RecVertex::Range>( RecVertexLocation::Primary ); - - else - allVtxs = get<RecVertex::Range>("/Event/LHCb__Converters__RecVertex__v2__fromVectorLHCbRecVertices/OutputVerticesName"); + const Particle::Range allTagParts = get<Particle::Range>( m_tagPartLoc + "/Particles" ); + const RecVertex::Range allVtxs = get<RecVertex::Range>( RecVertexLocation::Primary ); const int nAllVtxs = allVtxs.size(); FeatureGeneratorCache::getInstance().currentOtherVertices = &allVtxs; -<<<<<<< HEAD -======= // Get the default geometry FIXME, use functional framework auto lhcb = getDet<IDetectorElement>( m_standardGeometry_address ); if ( !lhcb ) { throw GaudiException( "Could not load geometry", name(), StatusCode::FAILURE ); } ->>>>>>> master // get refitted associated PV and remaining pileup vertices after refitting RecVertex assocVtxRefit( 0 ); // 0 here is the key of the vertex @@ -142,11 +265,9 @@ StatusCode BTaggingTool::tag( FlavourTag& flavTag, const Particle* sigPart, cons } FeatureGeneratorCache::getInstance().currentPileUpVertices = puVtxs; - //always() << allVtxs.size() << " primary vertices" << endmsg; - ////always() << puVtxs.size() << " pileup vertices" << endmsg; + // if no tagging particles have been provided, preselect them from common // tagging location - //always() << allTagParts.size() << " all tag particles " << endmsg; if ( tagParts.empty() ) tagParts = chooseCandidates( sigPart, allTagParts, puVtxs ); // return the untagged event, if no tagging particles are available if ( tagParts.empty() ) return StatusCode::SUCCESS; @@ -432,9 +553,6 @@ const Particle::ConstVector BTaggingTool::chooseCandidates( const Particle* sigP std::vector<const LHCb::Particle*> clones; for ( Particle::Range::const_iterator ip = parts.begin(); parts.end() != ip; ++ip ) { const LHCb::Particle* p = *ip; - - //if(std::abs(p->momentum().P()-1571.)>1) continue; - const ProtoParticle* proto = p->proto(); if ( !proto || !proto->track() ) continue; if ( 0 == p->charge() ) continue; @@ -442,15 +560,11 @@ const Particle::ConstVector BTaggingTool::chooseCandidates( const Particle* sigP const bool trackTypeOK = ( proto->track()->type() == LHCb::Track::Types::Long ) || ( proto->track()->type() == LHCb::Track::Types::Upstream ); if ( !trackTypeOK ) continue; - //always() << "survived tracktype" << endmsg; - //always() << p->p() << " " << p->pt() << endmsg; if ( p->p() / GeV < m_cutTagPart_MinP || p->p() / GeV > m_cutTagPart_MaxP ) continue; if ( p->pt() / GeV > m_cutTagPart_MaxPT ) continue; - //always() << "survived momentum cuts" << endmsg; // exclude tracks too close to the beam line if ( p->momentum().theta() < m_cutTagPart_MinTheta ) continue; if ( proto->track()->ghostProbability() > m_cutTagPart_MaxGhostProb ) continue; - //always() << "survived theta and ghostprob cuts" << endmsg; // exclude "trivial" clones: particles with same protoparticle or same // underlying track // @@ -461,11 +575,9 @@ const Particle::ConstVector BTaggingTool::chooseCandidates( const Particle* sigP using TaggingHelpers::toString; SameTrackStatus isSame = TaggingHelpers::DifferentParticles; clones.clear(); - ////always() << "Check new pion for clones " << endmsg; BOOST_FOREACH ( const LHCb::Particle* q, tagParts ) { isSame = isSameTrack( *p, *q ); if ( !isSame ) continue; - ////always() << "clone category " << isSame << endmsg; // only skip all the rest if actually same track if ( isSame >= TaggingHelpers::SameTrack ) break; // otherwise, we may need some form of clone killing, because tracks @@ -478,20 +590,19 @@ const Particle::ConstVector BTaggingTool::chooseCandidates( const Particle* sigP // this candidate because it is already in tagParts if ( isSame >= TaggingHelpers::SameTrack ) continue; } - //always() << "survived isSame" << endmsg; // exclude pre-flagged clones we did not catch ourselves if ( proto->track()->hasInfo( LHCb::Track::AdditionalInfo::CloneDist ) ) { if ( proto->track()->info( LHCb::Track::AdditionalInfo::CloneDist, 999999. ) < m_cutTagPart_MinCloneDist ) { continue; } } - //always() << "survived minclonedist" << endmsg; + // exclude signal tracks themselves double distphi( 0 ); if ( m_taggingUtils->isInTree( p, axdaugh, distphi ) ) continue; // exclude tracks too close to the signal if ( distphi < m_cutTagPart_MinDistPhi ) continue; - //always() << "survived isInTree and phi cut" << endmsg; + // CRJ : This is not really allowed -- SV reintroduced for Local FT use Particle* c = const_cast<Particle*>( p ); if ( c->hasInfo( LHCb::Particle::additionalInfo::FlavourTaggingIPPUs ) ) { @@ -517,7 +628,7 @@ const Particle::ConstVector BTaggingTool::chooseCandidates( const Particle* sigP if ( msgLevel( MSG::DEBUG ) ) debug() << "particle p=" << p->p() << " ippu NAN ****" << endmsg; // happens only when there is 1 PV } - //always() << "survived pileup ip cut" << endmsg; + // ok, if p is a potential clone, we need to find the "best" track and keep // only that one if ( clones.empty() ) { diff --git a/Phys/FlavourTagging/src/BTaggingTool.h b/Phys/FlavourTagging/src/BTaggingTool.h deleted file mode 100644 index 32d6f40ae..000000000 --- a/Phys/FlavourTagging/src/BTaggingTool.h +++ /dev/null @@ -1,180 +0,0 @@ -/*****************************************************************************\ -* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * -* * -* This software is distributed under the terms of the GNU General Public * -* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * -* * -* In applying this licence, CERN does not waive the privileges and immunities * -* granted to it by virtue of its status as an Intergovernmental Organization * -* or submit itself to any jurisdiction. * -\*****************************************************************************/ -#pragma once - -// from STL -#include <algorithm> -#include <cstdio> -#include <fstream> -#include <math.h> -#include <string> - -// Boost -#include <boost/foreach.hpp> - -// from Gaudi -#include "GaudiAlg/GaudiTool.h" -#include "GaudiKernel/AlgTool.h" - -// from Event -#include "Event/FlavourTag.h" -#include "Event/RecHeader.h" -#include "Event/Track.h" - -// Kernels -#include "Kernel/IBTaggingTool.h" -#include "Kernel/IPVReFitter.h" -#include "Kernel/IParticleDescendants.h" -#include "Kernel/IRelatedPVFinder.h" -#include "Kernel/ITagger.h" -#include <Kernel/GetIDVAlgorithm.h> -#include <Kernel/IDVAlgorithm.h> - -// local -#include "Combination/ICombineTaggersTool.h" -#include "FlavourTagging/ITaggingUtils.h" -#include "src/Features/FeatureGeneratorCache.h" -#include "src/Utils/TaggingHelpers.h" - -// class DaVinciAlgorithm; - -/** @class BTaggingTool BTaggingTool.h - * - * Tool to tag the B flavour - * - * @author Marco Musy - * @date 05/06/2005 - */ - -class BTaggingTool : public GaudiTool, virtual public IBTaggingTool { - -public: - /// Standard constructor - BTaggingTool( const std::string& type, const std::string& name, const IInterface* parent ); - - StatusCode initialize() override; ///< initialization - - //------------------------------------------------------------- - StatusCode tag( LHCb::FlavourTag& flavTag, const LHCb::Particle* sigPart ) override; - - StatusCode tag( LHCb::FlavourTag& flavTag, const LHCb::Particle* sigPart, const LHCb::RecVertex* assocVtx ) override; - - StatusCode tag( LHCb::FlavourTag& flavTag, const LHCb::Particle* sigPart, const LHCb::RecVertex* assocVtx, - LHCb::Particle::ConstVector& tagParts ) override; - - std::vector<std::string> activeTaggerTypeNames() const override; - - std::vector<LHCb::Tagger::TaggerType> activeTaggerTypes() const override; - - std::vector<std::string> featureNames( LHCb::Tagger::TaggerType taggerType ) const override; - - std::vector<double> featureValues( LHCb::Tagger::TaggerType taggerType ) const override; - - std::vector<std::string> featureNamesTagParts( LHCb::Tagger::TaggerType taggerType ) const override; - - std::vector<std::vector<double>> featureValuesTagParts( LHCb::Tagger::TaggerType taggerType ) const override; - -private: - const LHCb::RecVertex::ConstVector choosePrimary( const LHCb::Particle* sigPart, - const LHCb::RecVertex::Range& allVtxs, - const LHCb::RecVertex*& assocVtx, LHCb::RecVertex& assocVtxRefit ); - - const LHCb::Particle::ConstVector chooseCandidates( const LHCb::Particle* sigPart, - const LHCb::Particle::Range& allTagParts, - const LHCb::RecVertex::ConstVector& puVtxs ); - - const LHCb::Particle::ConstVector chooseCandidatesReco14( const LHCb::Particle* sigPart, - const LHCb::Particle::Range& allTagParts, - const LHCb::RecVertex::ConstVector& puVtxs ); - - void clearExtraInfo(); - - Gaudi::Property<std::map<std::string, std::string>> m_enabledTaggersMap{ - this, - "EnabledTaggersMap", - {{"OSMuon", "OSMuonTagger"}, - {"OSElectron", "OSElectronTagger"}, - {"OSKaon", "OSKaonTagger"}, - {"OSVtxCh", "OSVertexChargeTagger"}, - {"OSCharm", "OSCharmTagger"}, - {"SSPion", "SSPionTagger"}, - {"SSProton", "SSProtonTagger"}, - {"SSKaon", "SSKaonTagger"}}, - "Map of target TaggerTypes and names of the associated ITagger instances."}; - - Gaudi::Property<std::vector<std::string>> m_enabledTaggersCallOrder{ - this, - "CallOrder", - {"OSMuon", "OSKaon", "OSElectron", "SSKaon", "SSPion", "OSVtxCh", "SSProton", "OSCharm"}, - "Order in which taggers should be called, represented by their TaggerType. " - "Taggers that are not shared between the CallOrder vector and the " - "EnabledTaggersMap will be appended in their alphabetic order."}; - - Gaudi::Property<bool> m_recoFromFile{this, "RecoFromFile", true, "Reco from File"}; - - Gaudi::Property<std::string> m_tagPartLoc{this, "TaggingParticleLocation", "Phys/TaggingParticles", - "TES location of the tagging particles."}; - - Gaudi::Property<std::string> m_assocPVCriterion{ - this, "AssocPVCriterion", "bestPV", "Criterion to choose the associated PV. Choices are 'bestPV', 'PVbyIPs'"}; - - Gaudi::Property<bool> m_usePVRefit{this, "UsePVRefit", true, "Apply a refit to the associated PV."}; - - Gaudi::Property<bool> m_vetoFailedPVRefits{this, "VetoFailedPVRefits", false, - "Do not consider associated PV if PV refit fails"}; - - Gaudi::Property<double> m_cutTagPart_MinIPPU{this, "CutTagPart_MinIPPU", 3.0, - "Tagging particle requirement: Minimum IP to all pile-up vertices"}; - - Gaudi::Property<double> m_cutTagPart_MinTheta{this, "CutTagPart_MinTheta", 0.012, - "Tagging particle requirement: Minimum theta angle"}; - - Gaudi::Property<double> m_cutTagPart_MinDistPhi{this, "CutTagPart_MinDistPhi", 0.005, - "Tagging particle requirement: Minimum phi distance"}; - - Gaudi::Property<double> m_cutTagPart_MaxGhostProb{this, "CutTagPart_MaxGhostProb", 0.5, - "Tagging particle requirement: Maximum ghost probability"}; - - Gaudi::Property<double> m_cutTagPart_MinP{this, "CutTagPart_MinP", 2, - "Tagging particle requirement: Minimum P (in GeV)"}; - - Gaudi::Property<double> m_cutTagPart_MaxP{this, "CutTagPart_MaxP", 200, - "Tagging particle requirement: Maximum P (in GeV)"}; - - Gaudi::Property<double> m_cutTagPart_MaxPT{this, "CutTagPart_MaxPT", 10, - "Tagging particle requirement: Maximum PT (in GeV)"}; - - Gaudi::Property<double> m_cutTagPart_MinCloneDist{this, "CutTagPart_MinCloneDist", 5000, - "Tagging particle requirement: Minimum Track::CloneDist"}; - - std::vector<std::pair<LHCb::Tagger::TaggerType, ITagger*>> m_activeTaggers; - - ITagger* getActiveTagger( LHCb::Tagger::TaggerType taggerType ) const { - auto activeTagger = std::find_if( m_activeTaggers.begin(), m_activeTaggers.end(), - [&taggerType]( const auto& element ) { return element.first == taggerType; } ); - - if ( activeTagger != m_activeTaggers.end() ) { - return activeTagger->second; - } else { - return nullptr; - } - } - - ITaggingUtils* m_taggingUtils = nullptr; - IParticleDescendants* m_partDescends = nullptr; - const IPVReFitter* m_pvReFitter = nullptr; - - IDVAlgorithm* m_parentDVA = nullptr; - - std::vector<LHCb::Particle*> m_extraInfoToClear; ///< Particles to clear extra info from - - mutable Gaudi::Accumulators::SummingCounter<unsigned int> m_nCandsCounter{this, "nCands"}; -}; diff --git a/Phys/FlavourTagging/src/Taggers/SSProton/TaggerProtonSameTool.cpp b/Phys/FlavourTagging/src/Taggers/SSProton/TaggerProtonSameTool.cpp index 053da0a93..f6a592c48 100644 --- a/Phys/FlavourTagging/src/Taggers/SSProton/TaggerProtonSameTool.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSProton/TaggerProtonSameTool.cpp @@ -9,11 +9,6 @@ * or submit itself to any jurisdiction. * \*****************************************************************************/ - -#include "src/Classification/ITaggingClassifierFactory.h" -#include "src/Utils/TaggingHelpers.h" -#include "Event/ODIN.h" - #include "FlavourTagging/ITaggingUtils.h" #include "Kernel/IParticleDescendants.h" #include "Kernel/IVertexFit.h" @@ -143,13 +138,6 @@ StatusCode TaggerProtonSameTool::initialize() { Tagger TaggerProtonSameTool::tag( const Particle* AXB0, const RecVertex* RecVert, const int nPV, Particle::ConstVector& vtags ) { - const LHCb::ODIN* odin = getIfExists<LHCb::ODIN>( "/Event/createODIN/ODIN" ); - - if ( odin ) { - int run = odin->runNumber(); - int ev = odin->eventNumber(); - //always() << "ODIN: " << run << " " << ev << endmsg; - }else always() << "ODIN didn't work!" << endmsg; Tagger tprotonS; if ( !RecVert ) return tprotonS; @@ -271,12 +259,6 @@ Tagger TaggerProtonSameTool::tag( const Particle* AXB0, const RecVertex* RecVert inputVals.push_back( log( RecVert->nDoF() ) ); inputVals.push_back( log( PIDp ) ); - //for ( unsigned int i = 0; i < inputVals.size(); ++i ) always() << inputVals.at( i ) << endmsg; - //always() << part->momentum().P()/GeV << " " << part->momentum().Pt()/GeV << " " << part->momentum().Theta() << " " - //<< part->momentum().Eta() << " " << PIDp << " " << proto->info( ProtoParticle::CombDLLk, -1000.0 ) << " " - //<< track->ghostProbability() << " " << IPsig << " " << deta << " " << dphi << " " << pT_Bp/GeV << " " << dQ/GeV - //<< " " << vtx.chi2() / vtx.nDoF() << endmsg; - if ( msgLevel( MSG::DEBUG ) ) { debug() << "SSproton BDT computation for candidate " << ncand << " "; for ( unsigned int i = 0; i < inputVals.size(); ++i ) debug() << inputVals.at( i ) << " "; @@ -284,8 +266,6 @@ Tagger TaggerProtonSameTool::tag( const Particle* AXB0, const RecVertex* RecVert const double BDT = m_classifier->getClassifierValue( inputVals ); - //always() << "BDT " << BDT << endmsg; - if ( msgLevel( MSG::DEBUG ) ) debug() << " BDT=" << BDT << endmsg; if ( msgLevel( MSG::DEBUG ) ) -- GitLab From f032224b352b3aeda747f23fadeaa4cc6f9afd7f Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Mon, 12 Jul 2021 11:17:15 +0200 Subject: [PATCH 31/54] fix for new cmake --- CMakeLists.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/CMakeLists.txt b/CMakeLists.txt index 3986ab3dd..55c66d7fb 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -53,6 +53,7 @@ lhcb_add_subdirectories( Phys/DecayTreeFitter Phys/ExtraInfoTools Phys/FlavourTagging + Phys/FunctionalFlavourTagging Phys/GenericVertexFinder Phys/HighPtJets Phys/JetAccessories -- GitLab From aca7923bab09e74a6bc680f9f0076ed68821478e Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Mon, 12 Jul 2021 11:18:00 +0200 Subject: [PATCH 32/54] little change just for my convenience --- Phys/FlavourTagging/src/BTaggingTool.cpp | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/Phys/FlavourTagging/src/BTaggingTool.cpp b/Phys/FlavourTagging/src/BTaggingTool.cpp index 8596633dd..a74054140 100644 --- a/Phys/FlavourTagging/src/BTaggingTool.cpp +++ b/Phys/FlavourTagging/src/BTaggingTool.cpp @@ -111,6 +111,8 @@ private: "Taggers that are not shared between the CallOrder vector and the " "EnabledTaggersMap will be appended in their alphabetic order."}; + Gaudi::Property<bool> m_recoFromFile{this, "RecoFromFile", true, "Reco from File"}; + Gaudi::Property<std::string> m_tagPartLoc{this, "TaggingParticleLocation", "Phys/TaggingParticles", "TES location of the tagging particles."}; @@ -246,8 +248,13 @@ StatusCode BTaggingTool::tag( FlavourTag& flavTag, const Particle* sigPart, cons flavTag.setTaggedB( sigPart ); // Load all particles from tagging location and get all primary vertices - const Particle::Range allTagParts = get<Particle::Range>( m_tagPartLoc + "/Particles" ); - const RecVertex::Range allVtxs = get<RecVertex::Range>( RecVertexLocation::Primary ); + const Particle::Range allTagParts = get<Particle::Range>( m_tagPartLoc ); + RecVertex::Range allVtxs; + if(m_recoFromFile) + allVtxs = get<RecVertex::Range>( RecVertexLocation::Primary ); + + else + allVtxs = get<RecVertex::Range>("/Event/LHCb__Converters__RecVertex__v2__fromVectorLHCbRecVertices/OutputVerticesName"); const int nAllVtxs = allVtxs.size(); FeatureGeneratorCache::getInstance().currentOtherVertices = &allVtxs; -- GitLab From 54ac1223d5c139431f54c19bc8443f40435b51d8 Mon Sep 17 00:00:00 2001 From: Gitlab CI <noreply@cern.ch> Date: Wed, 11 Aug 2021 08:21:46 +0000 Subject: [PATCH 33/54] Fixed formatting patch generated by https://gitlab.cern.ch/lhcb/Phys/-/jobs/15672809 --- .../src/Lib/Particle2MCAssociatorBase.cpp | 2 +- Phys/FlavourTagging/src/BTagging.cpp | 3 ++- Phys/FlavourTagging/src/BTaggingTool.cpp | 13 +++++++------ .../src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp | 8 ++++---- .../src/Taggers/SSPion/TaggerPionBDTSameTool.cpp | 9 ++++----- Phys/FlavourTagging/src/Utils/TaggingHelpers.h | 3 +-- 6 files changed, 19 insertions(+), 19 deletions(-) diff --git a/Phys/DaVinciMCKernel/src/Lib/Particle2MCAssociatorBase.cpp b/Phys/DaVinciMCKernel/src/Lib/Particle2MCAssociatorBase.cpp index 3e0cb9888..e6dbe9255 100644 --- a/Phys/DaVinciMCKernel/src/Lib/Particle2MCAssociatorBase.cpp +++ b/Phys/DaVinciMCKernel/src/Lib/Particle2MCAssociatorBase.cpp @@ -24,7 +24,7 @@ //============================================================================= Particle2MCAssociatorBase::Particle2MCAssociatorBase( const std::string& type, const std::string& name, const IInterface* parent ) - : base_class( type, name, parent ), m_defMCLoc( LHCb::MCParticleLocation::Default ) { + : base_class( type, name, parent ), m_defMCLoc( LHCb::MCParticleLocation::Default ) { declareProperty( "MCParticleDefaultLocation", m_defMCLoc ); } diff --git a/Phys/FlavourTagging/src/BTagging.cpp b/Phys/FlavourTagging/src/BTagging.cpp index c5f7f66b8..26bd56bcc 100644 --- a/Phys/FlavourTagging/src/BTagging.cpp +++ b/Phys/FlavourTagging/src/BTagging.cpp @@ -61,7 +61,8 @@ void BTagging::performTagging( const std::string& location ) { if ( msgLevel( MSG::DEBUG ) ) debug() << "About to tag candidate B of mass=" << ( *icandB )->momentum().M() / GeV << " GeV" << endmsg; - //if(std::abs(( *icandB )->momentum().P()-103656.) > 100 && std::abs(( *icandB )->momentum().P()-66151.) > 100 ) continue; + // if(std::abs(( *icandB )->momentum().P()-103656.) > 100 && std::abs(( *icandB )->momentum().P()-66151.) > 100 ) + // continue; always() << parts.size() << " b candidates" << endmsg; FlavourTag* theTag = new FlavourTag; diff --git a/Phys/FlavourTagging/src/BTaggingTool.cpp b/Phys/FlavourTagging/src/BTaggingTool.cpp index a74054140..9db5b6340 100644 --- a/Phys/FlavourTagging/src/BTaggingTool.cpp +++ b/Phys/FlavourTagging/src/BTaggingTool.cpp @@ -248,13 +248,14 @@ StatusCode BTaggingTool::tag( FlavourTag& flavTag, const Particle* sigPart, cons flavTag.setTaggedB( sigPart ); // Load all particles from tagging location and get all primary vertices - const Particle::Range allTagParts = get<Particle::Range>( m_tagPartLoc ); - RecVertex::Range allVtxs; - if(m_recoFromFile) - allVtxs = get<RecVertex::Range>( RecVertexLocation::Primary ); - + const Particle::Range allTagParts = get<Particle::Range>( m_tagPartLoc ); + RecVertex::Range allVtxs; + if ( m_recoFromFile ) + allVtxs = get<RecVertex::Range>( RecVertexLocation::Primary ); + else - allVtxs = get<RecVertex::Range>("/Event/LHCb__Converters__RecVertex__v2__fromVectorLHCbRecVertices/OutputVerticesName"); + allVtxs = + get<RecVertex::Range>( "/Event/LHCb__Converters__RecVertex__v2__fromVectorLHCbRecVertices/OutputVerticesName" ); const int nAllVtxs = allVtxs.size(); FeatureGeneratorCache::getInstance().currentOtherVertices = &allVtxs; diff --git a/Phys/FlavourTagging/src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp b/Phys/FlavourTagging/src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp index 62dde9bc5..d86d95e4f 100644 --- a/Phys/FlavourTagging/src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp @@ -108,7 +108,7 @@ StatusCode TaggerSSKaon_dev_Tool::initialize() { //===================================================================== Tagger TaggerSSKaon_dev_Tool::tag( const Particle* AXB0, const RecVertex* RecVert, const int nPV, Particle::ConstVector& vtags ) { - //always() << vtags.size() << " " << nPV << endmsg; + // always() << vtags.size() << " " << nPV << endmsg; Tagger tkaon_dev; if ( !RecVert ) return tkaon_dev; @@ -152,7 +152,7 @@ Tagger TaggerSSKaon_dev_Tool::tag( const Particle* AXB0, const RecVertex* RecVer //////////////////////////////// ++ncand; } - //always() << vtags_sel.size() << " kaons after presel" << endmsg; + // always() << vtags_sel.size() << " kaons after presel" << endmsg; int cands = vtags_sel.size(); double cands_BDTseltracks = cands; @@ -215,8 +215,8 @@ Tagger TaggerSSKaon_dev_Tool::tag( const Particle* AXB0, const RecVertex* RecVer values.push_back( pidp ); m_BDTseltracks = myBDTseltracks_reader->GetMvaValue( values ); - //always() << "kaon going into the BDT" << endmsg; - //for(unsigned int i=0; i<values.size(); ++i) always() << values.at(i)<<" " <<endmsg; + // always() << "kaon going into the BDT" << endmsg; + // for(unsigned int i=0; i<values.size(); ++i) always() << values.at(i)<<" " <<endmsg; if ( msgLevel( MSG::DEBUG ) ) { debug() << " TaggerBDTSSK(Dev) BDTseltracks =" << m_BDTseltracks << " BDT inputs:"; for ( unsigned int i = 0; i < values.size(); ++i ) debug() << values.at( i ) << " "; diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameTool.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameTool.cpp index 9bdc6c584..3be87c3e6 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameTool.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameTool.cpp @@ -145,7 +145,7 @@ StatusCode TaggerPionBDTSameTool::initialize() { Tagger TaggerPionBDTSameTool::tag( const Particle* AXB0, const RecVertex* RecVert, const int nPV, Particle::ConstVector& vtags ) { - //always() << vtags.size() << endmsg; + // always() << vtags.size() << endmsg; Tagger tpionS; if ( !RecVert ) return tpionS; @@ -165,7 +165,7 @@ Tagger TaggerPionBDTSameTool::tag( const Particle* AXB0, const RecVertex* RecVer double bestBDT = -99.0, ncand = 0; Particle::ConstVector::const_iterator ipart; for ( ipart = vtags.begin(); ipart != vtags.end(); ++ipart ) { - //always() << "preselected pion mom" << ( *ipart )->p() << endmsg; + // always() << "preselected pion mom" << ( *ipart )->p() << endmsg; // PID cuts to select the pion const ProtoParticle* proto = ( *ipart )->proto(); const double PIDk = proto->info( ProtoParticle::additionalInfo::CombDLLk, -1000.0 ); @@ -260,8 +260,7 @@ Tagger TaggerPionBDTSameTool::tag( const Particle* AXB0, const RecVertex* RecVer inputVals.push_back( lcs ); inputVals.push_back( RecVert->nDoF() ); - - //for ( unsigned int i = 0; i < inputVals.size(); ++i ) always() << inputVals.at( i ) << endmsg; + // for ( unsigned int i = 0; i < inputVals.size(); ++i ) always() << inputVals.at( i ) << endmsg; if ( msgLevel( MSG::DEBUG ) ) { debug() << "SSpion BDT computation for candidate " << ncand << " "; for ( unsigned int i = 0; i < inputVals.size(); ++i ) debug() << inputVals.at( i ) << " "; @@ -269,7 +268,7 @@ Tagger TaggerPionBDTSameTool::tag( const Particle* AXB0, const RecVertex* RecVer const double BDT = m_classifier->getClassifierValue( inputVals ); - //always() << BDT << " " << bestBDT << endmsg; + // always() << BDT << " " << bestBDT << endmsg; if ( msgLevel( MSG::DEBUG ) ) debug() << " BDT=" << BDT << endmsg; diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelpers.h b/Phys/FlavourTagging/src/Utils/TaggingHelpers.h index cb4e04f6f..d73c47630 100644 --- a/Phys/FlavourTagging/src/Utils/TaggingHelpers.h +++ b/Phys/FlavourTagging/src/Utils/TaggingHelpers.h @@ -152,8 +152,7 @@ namespace TaggingHelpers { */ SameTrackStatus isSameTrack( const LHCb::Particle& p1, const LHCb::Particle& p2, const double dEta = 0.1, const double dPhi = 0.1, const double sigmaP = 3., const double dppErr = -1., - const double eHitFraction = 0.7, - const double cosConvertedGammaAngle = 0.999999 ); + const double eHitFraction = 0.7, const double cosConvertedGammaAngle = 0.999999 ); template <typename A, typename B> std::vector<A> keys_of_map( std::map<A, B> m ) { -- GitLab From 9c142edbb1d3b3ed64feb56c41eaab06527c5dbc Mon Sep 17 00:00:00 2001 From: Eva Brottmann Hansen <eva.hansen@cern.ch> Date: Thu, 26 Aug 2021 15:03:12 +0200 Subject: [PATCH 34/54] Added .env file --- .env | 596 ++++++++++++++++++++++++++++------------------------------- 1 file changed, 287 insertions(+), 309 deletions(-) diff --git a/.env b/.env index f3d8f1eae..779ccb105 100644 --- a/.env +++ b/.env @@ -1,331 +1,309 @@ -HOSTNAME=lbquantaperf01 +COMMONPARTICLESROOT=/afs/cern.ch/work/e/ehansen/public/stack/Phys/Phys/CommonParticles +MUONMATCHROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Muon/MuonMatch +CALOFUTUREMONIDSTOPTS=/afs/cern.ch/work/e/ehansen/public/stack/Rec/CaloFuture/CaloFutureMoniDst/options +PARTPROPROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Kernel/PartProp +HLTINTERFACESROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Kernel/HltInterfaces +FSRALGSROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Kernel/FSRAlgs +MUONDETROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Det/MuonDet +CALOFUTUREDAQROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/CaloFuture/CaloFutureDAQ +MUONTRACKALIGNROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Muon/MuonTrackAlign +RICHKERNELROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Rich/RichKernel +LHCBMATHROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Kernel/LHCbMath +CALOFUTUREUTILSROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/CaloFuture/CaloFutureUtils +FIELDMAPROOT=/cvmfs/lhcb.cern.ch/lib/lhcb/DBASE/FieldMap/v5r7 +KALMANFILTERROOT=/afs/cern.ch/work/e/ehansen/public/stack/Phys/Phys/KalmanFilter +SELALGORITHMSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Phys/SelAlgorithms +CALOFUTUREMONIDSTROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/CaloFuture/CaloFutureMoniDst +MAGNETROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Det/Magnet +CALOUTILSROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Calo/CaloUtils +CALOFUTURERECOROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/CaloFuture/CaloFutureReco +UTDAQROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/UT/UTDAQ +HCDAQROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/HC/HCDAQ +HOSTNAME=lxplus703.cern.ch +CALODETXMLCNVROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Det/CaloDetXmlCnv CCACHE_NOHASHDIR=1 CCACHE_DEPEND=1 +DAVINCIFILTERSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Phys/Phys/DaVinciFilters +SELTOOLSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Phys/SelTools +RICHFUTUREALGORITHMSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Lbcom/Rich/RichFutureAlgorithms +MUONDAQROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Muon/MuonDAQ +FTDETROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Det/FTDet 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-LOKIUTILSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/LoKiUtils -LOKIPHYSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/LoKiPhys -LOKIALGOROOT=/home/cprouve/cmtuser/summer/Phys/Phys/LoKiAlgo -LOKITRACKSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/LoKiTracks -LOKIPROTOPARTICLESROOT=/home/cprouve/cmtuser/summer/Phys/Phys/LoKiProtoParticles -LOKIARRAYFUNCTORSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/LoKiArrayFunctors -LOKIROOT=/home/cprouve/cmtuser/summer/Phys/Phys/LoKi -BBDECTREETOOLROOT=/home/cprouve/cmtuser/summer/Phys/Phys/BBDecTreeTool -COMMONPARTICLESROOT=/home/cprouve/cmtuser/summer/Phys/Phys/CommonParticles -DECAYTREEFITTERROOT=/home/cprouve/cmtuser/summer/Phys/Phys/DecayTreeFitter -DAVINCIFILTERSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/DaVinciFilters -DAVINCINEUTRALTOOLSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/DaVinciNeutralTools -DAVINCIOVERLAPSANDCLONESROOT=/home/cprouve/cmtuser/summer/Phys/Phys/DaVinciOverlapsAndClones -DAVINCIPVTOOLSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/DaVinciPVTools -DAVINCITRANSPORTERROOT=/home/cprouve/cmtuser/summer/Phys/Phys/DaVinciTransporter -EXTRAINFOTOOLSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/ExtraInfoTools -SELPYROOT=/home/cprouve/cmtuser/summer/Phys/Phys/SelPy -PHYSSELPYTHONROOT=/home/cprouve/cmtuser/summer/Phys/PhysSel/PhysSelPython -FLAVOURTAGGINGROOT=/home/cprouve/cmtuser/summer/Phys/Phys/FlavourTagging -FLAVOURTAGGINGOPTS=/home/cprouve/cmtuser/summer/Phys/Phys/FlavourTagging/options -FUNCTIONALFLAVOURTAGGINGROOT=/home/cprouve/cmtuser/summer/Phys/Phys/FunctionalFlavourTagging -GENERICVERTEXFINDERROOT=/home/cprouve/cmtuser/summer/Phys/Phys/GenericVertexFinder -HIGHPTJETSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/HighPtJets -LOKIJETSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/LoKiJets -JETACCESSORIESROOT=/home/cprouve/cmtuser/summer/Phys/Phys/JetAccessories -JETTAGGINGROOT=/home/cprouve/cmtuser/summer/Phys/Phys/JetTagging -LOKIFITTERSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/LoKiFitters -LUMINOSITYROOT=/home/cprouve/cmtuser/summer/Phys/Phys/Luminosity -LWTNNPARSERROOT=/home/cprouve/cmtuser/summer/Phys/Phys/lwtnnParser -KERASROOT=/home/cprouve/cmtuser/summer/Phys/Phys/keras -MVADICTTOOLSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/MVADictTools -VERTEXFITROOT=/home/cprouve/cmtuser/summer/Phys/Phys/VertexFit -PARTICLECOMBINERSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/ParticleCombiners -PARTICLECONVERTERSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/ParticleConverters -PARTICLEMAKERROOT=/home/cprouve/cmtuser/summer/Phys/Phys/ParticleMaker -PHYSCONFROOT=/home/cprouve/cmtuser/summer/Phys/Phys/PhysConf -PROTOPARTICLEFILTERROOT=/home/cprouve/cmtuser/summer/Phys/Phys/ProtoParticleFilter -RELATEDINFOTOOLSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/RelatedInfoTools -SELREPORTSROOT=/home/cprouve/cmtuser/summer/Phys/Phys/SelReports -TISTOSTOBBINGROOT=/home/cprouve/cmtuser/summer/Phys/Phys/TisTosTobbing +ENV_CMAKE_BINARY_DIR=/afs/cern.ch/work/e/ehansen/public/stack/Phys/build.x86_64_v2-centos7-gcc10-opt +SCIFITRACKFORWARDINGROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Pr/SciFiTrackForwarding +UTKERNELROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/UT/UTKernel +LCG_external_area=/cvmfs/lhcb.cern.ch/lib/lcg/external +PATPVROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Tr/PatPV +RICHFUTURERECEVENTROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Rich/RichFutureRecEvent +PRFITPARAMSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Pr/PrFitParams +EVENTASSOCROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Event/EventAssoc +DAQKERNELROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/DAQ/DAQKernel +LOKIUTILSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Phys/Phys/LoKiUtils +TRACKPROJECTORSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Tr/TrackProjectors +DAVINCIPVTOOLSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Phys/Phys/DaVinciPVTools +RICHRECTESTSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Rich/RichRecTests +CALOFUTURETOOLSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/CaloFuture/CaloFutureTools +RICHFUTUREDAQROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Rich/RichFutureDAQ +EVENTBASEROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Event/EventBase -- GitLab From f9dfe06b44a0639357191fe7a4cd48e0c70bb921 Mon Sep 17 00:00:00 2001 From: Eva Brottmann Hansen <eva.hansen@cern.ch> Date: Mon, 30 Aug 2021 10:38:38 +0200 Subject: [PATCH 35/54] Added .env --- .env | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.env b/.env index 779ccb105..ed086094e 100644 --- a/.env +++ b/.env @@ -19,7 +19,7 @@ CALOUTILSROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Calo/CaloUtils CALOFUTURERECOROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/CaloFuture/CaloFutureReco UTDAQROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/UT/UTDAQ HCDAQROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/HC/HCDAQ -HOSTNAME=lxplus703.cern.ch +HOSTNAME=lxplus770.cern.ch CALODETXMLCNVROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Det/CaloDetXmlCnv CCACHE_NOHASHDIR=1 CCACHE_DEPEND=1 @@ -222,7 +222,7 @@ FUNCTIONALFLAVOURTAGGINGROOT=/afs/cern.ch/work/e/ehansen/public/stack/Phys/Phys/ EXTRAINFOTOOLSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Phys/Phys/ExtraInfoTools PRMCTOOLSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Pr/PrMCTools ENV_CMAKE_SOURCE_DIR=/afs/cern.ch/work/e/ehansen/public/stack/Phys -KRB5CCNAME=FILE:/tmp/krb5cc_96567_XSnuhG +KRB5CCNAME=FILE:/tmp/krb5cc_96567_e1XVNE HIGHPTJETSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Phys/Phys/HighPtJets MCEVENTROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Event/MCEvent HOME=/afs/cern.ch/user/e/ehansen -- GitLab From 23c1a77ebff9c7c47475ffc7589ba5261cc65c0e Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Wed, 13 Oct 2021 10:53:48 +0200 Subject: [PATCH 36/54] mid-work save --- .env | 540 +++++++++--------- .../src/CopyLinePersistenceLocations.cpp | 65 ++- .../src/CopyLinePersistenceLocations.h | 4 + .../include/MicroDST/MicroDSTCommon.h | 10 +- .../include/MicroDST/MicroDSTCommon.icpp | 7 +- .../include/MicroDST/ICloneFlavourTag.h | 3 + .../MicroDSTTools/src/FlavourTagCloner.cpp | 29 +- MicroDST/MicroDSTTools/src/FlavourTagCloner.h | 6 +- .../src/FlavourTagDeepCloner.cpp | 2 +- .../MicroDSTTools/src/FlavourTagDeepCloner.h | 5 +- 10 files changed, 385 insertions(+), 286 deletions(-) diff --git a/.env b/.env index ed086094e..236bba71f 100644 --- a/.env +++ b/.env @@ -1,309 +1,309 @@ -COMMONPARTICLESROOT=/afs/cern.ch/work/e/ehansen/public/stack/Phys/Phys/CommonParticles -MUONMATCHROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Muon/MuonMatch -CALOFUTUREMONIDSTOPTS=/afs/cern.ch/work/e/ehansen/public/stack/Rec/CaloFuture/CaloFutureMoniDst/options -PARTPROPROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Kernel/PartProp -HLTINTERFACESROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Kernel/HltInterfaces -FSRALGSROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Kernel/FSRAlgs -MUONDETROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Det/MuonDet -CALOFUTUREDAQROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/CaloFuture/CaloFutureDAQ -MUONTRACKALIGNROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Muon/MuonTrackAlign -RICHKERNELROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Rich/RichKernel -LHCBMATHROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Kernel/LHCbMath -CALOFUTUREUTILSROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/CaloFuture/CaloFutureUtils +COMMONPARTICLESROOT=/home/cprouve/cmtuser/clean/Phys/Phys/CommonParticles +MUONMATCHROOT=/home/cprouve/cmtuser/clean/Rec/Muon/MuonMatch +CALOFUTUREMONIDSTOPTS=/home/cprouve/cmtuser/clean/Rec/CaloFuture/CaloFutureMoniDst/options +PARTPROPROOT=/home/cprouve/cmtuser/clean/LHCb/Kernel/PartProp +HLTINTERFACESROOT=/home/cprouve/cmtuser/clean/LHCb/Kernel/HltInterfaces +FSRALGSROOT=/home/cprouve/cmtuser/clean/LHCb/Kernel/FSRAlgs +MUONDETROOT=/home/cprouve/cmtuser/clean/LHCb/Det/MuonDet +CALOFUTUREDAQROOT=/home/cprouve/cmtuser/clean/LHCb/CaloFuture/CaloFutureDAQ +MUONTRACKALIGNROOT=/home/cprouve/cmtuser/clean/Rec/Muon/MuonTrackAlign +RICHKERNELROOT=/home/cprouve/cmtuser/clean/LHCb/Rich/RichKernel +LHCBMATHROOT=/home/cprouve/cmtuser/clean/LHCb/Kernel/LHCbMath +CALOFUTUREUTILSROOT=/home/cprouve/cmtuser/clean/LHCb/CaloFuture/CaloFutureUtils FIELDMAPROOT=/cvmfs/lhcb.cern.ch/lib/lhcb/DBASE/FieldMap/v5r7 -KALMANFILTERROOT=/afs/cern.ch/work/e/ehansen/public/stack/Phys/Phys/KalmanFilter -SELALGORITHMSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Phys/SelAlgorithms -CALOFUTUREMONIDSTROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/CaloFuture/CaloFutureMoniDst -MAGNETROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Det/Magnet -CALOUTILSROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Calo/CaloUtils -CALOFUTURERECOROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/CaloFuture/CaloFutureReco -UTDAQROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/UT/UTDAQ -HCDAQROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/HC/HCDAQ -HOSTNAME=lxplus770.cern.ch -CALODETXMLCNVROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Det/CaloDetXmlCnv +KALMANFILTERROOT=/home/cprouve/cmtuser/clean/Phys/Phys/KalmanFilter +SELALGORITHMSROOT=/home/cprouve/cmtuser/clean/Rec/Phys/SelAlgorithms +CALOFUTUREMONIDSTROOT=/home/cprouve/cmtuser/clean/Rec/CaloFuture/CaloFutureMoniDst +MAGNETROOT=/home/cprouve/cmtuser/clean/LHCb/Det/Magnet +CALOUTILSROOT=/home/cprouve/cmtuser/clean/LHCb/Calo/CaloUtils +CALOFUTURERECOROOT=/home/cprouve/cmtuser/clean/Rec/CaloFuture/CaloFutureReco +UTDAQROOT=/home/cprouve/cmtuser/clean/LHCb/UT/UTDAQ +HCDAQROOT=/home/cprouve/cmtuser/clean/LHCb/HC/HCDAQ +HOSTNAME=lbquantaperf01 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+HLTSCHEDULERROOT=/home/cprouve/cmtuser/clean/LHCb/Hlt/HLTScheduler +LWTNNPARSERROOT=/home/cprouve/cmtuser/clean/Phys/Phys/lwtnnParser +FLAVOURTAGGINGROOT=/home/cprouve/cmtuser/clean/Phys/Phys/FlavourTagging +FUNCTORCOREROOT=/home/cprouve/cmtuser/clean/Rec/Phys/FunctorCore +UTTOOLSROOT=/home/cprouve/cmtuser/clean/Lbcom/UT/UTTools +LBCOMSYSROOT=/home/cprouve/cmtuser/clean/Lbcom/LbcomSys +PRVPRETINAROOT=/home/cprouve/cmtuser/clean/Rec/Pr/PrVPRetina +TRACKEXTRAPOLATORSROOT=/home/cprouve/cmtuser/clean/Rec/Tr/TrackExtrapolators +RICHDETROOT=/home/cprouve/cmtuser/clean/LHCb/Det/RichDet +DAQSYSROOT=/home/cprouve/cmtuser/clean/LHCb/DAQ/DAQSys +TRACKFITEVENTROOT=/home/cprouve/cmtuser/clean/Rec/Tr/TrackFitEvent +CMAKE_PREFIX_PATH=/home/cprouve/cmtuser/clean:/cvmfs/lhcb.cern.ch/lib/lhcb:/cvmfs/lhcb.cern.ch/lib/lcg/releases:/cvmfs/lhcb.cern.ch/lib/lcg/app/releases:/cvmfs/lhcb.cern.ch/lib/lcg/external:/cvmfs/lhcb.cern.ch/lib/contrib:/cvmfs/lhcb.cern.ch/lib/var/lib/LbEnv/2129/stable/linux-64/lib/python3.8/site-packages/LbDevTools/data/cmake:/cvmfs/sft.cern.ch/lcg/releases BINARY_TAG=x86_64_v2-centos7-gcc10-opt -XDG_RUNTIME_DIR=/run/user/96567 -RICHFUTURERECCHECKERSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Rich/RichFutureRecCheckers -RICHFUTURERECPHOTONALGORITHMSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Rich/RichFutureRecPhotonAlgorithms -TRACKFITTERROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Tr/TrackFitter -RICHTOOLSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Lbcom/Rich/RichTools +XDG_RUNTIME_DIR=/run/user/38339 +RICHFUTURERECCHECKERSROOT=/home/cprouve/cmtuser/clean/Rec/Rich/RichFutureRecCheckers +RICHFUTURERECPHOTONALGORITHMSROOT=/home/cprouve/cmtuser/clean/Rec/Rich/RichFutureRecPhotonAlgorithms +TRACKFITTERROOT=/home/cprouve/cmtuser/clean/Rec/Tr/TrackFitter +RICHTOOLSROOT=/home/cprouve/cmtuser/clean/Lbcom/Rich/RichTools OMP_THREAD_LIMIT=1 -ENV_CMAKE_BINARY_DIR=/afs/cern.ch/work/e/ehansen/public/stack/Phys/build.x86_64_v2-centos7-gcc10-opt -SCIFITRACKFORWARDINGROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Pr/SciFiTrackForwarding -UTKERNELROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/UT/UTKernel +ENV_CMAKE_BINARY_DIR=/home/cprouve/cmtuser/clean/Phys/build.x86_64_v2-centos7-gcc10-opt +SCIFITRACKFORWARDINGROOT=/home/cprouve/cmtuser/clean/Rec/Pr/SciFiTrackForwarding +UTKERNELROOT=/home/cprouve/cmtuser/clean/LHCb/UT/UTKernel LCG_external_area=/cvmfs/lhcb.cern.ch/lib/lcg/external -PATPVROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Tr/PatPV -RICHFUTURERECEVENTROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Rich/RichFutureRecEvent -PRFITPARAMSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Pr/PrFitParams -EVENTASSOCROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Event/EventAssoc -DAQKERNELROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/DAQ/DAQKernel -LOKIUTILSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Phys/Phys/LoKiUtils -TRACKPROJECTORSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Tr/TrackProjectors -DAVINCIPVTOOLSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Phys/Phys/DaVinciPVTools -RICHRECTESTSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/Rich/RichRecTests -CALOFUTURETOOLSROOT=/afs/cern.ch/work/e/ehansen/public/stack/Rec/CaloFuture/CaloFutureTools -RICHFUTUREDAQROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Rich/RichFutureDAQ -EVENTBASEROOT=/afs/cern.ch/work/e/ehansen/public/stack/LHCb/Event/EventBase +PATPVROOT=/home/cprouve/cmtuser/clean/Rec/Tr/PatPV +RICHFUTURERECEVENTROOT=/home/cprouve/cmtuser/clean/Rec/Rich/RichFutureRecEvent +PRFITPARAMSROOT=/home/cprouve/cmtuser/clean/Rec/Pr/PrFitParams +EVENTASSOCROOT=/home/cprouve/cmtuser/clean/LHCb/Event/EventAssoc +DAQKERNELROOT=/home/cprouve/cmtuser/clean/LHCb/DAQ/DAQKernel +User_release_area=/afs/cern.ch/user/c/cprouve/cmtuser +LOKIUTILSROOT=/home/cprouve/cmtuser/clean/Phys/Phys/LoKiUtils +TRACKPROJECTORSROOT=/home/cprouve/cmtuser/clean/Rec/Tr/TrackProjectors +DAVINCIPVTOOLSROOT=/home/cprouve/cmtuser/clean/Phys/Phys/DaVinciPVTools +RICHRECTESTSROOT=/home/cprouve/cmtuser/clean/Rec/Rich/RichRecTests +CALOFUTURETOOLSROOT=/home/cprouve/cmtuser/clean/Rec/CaloFuture/CaloFutureTools +RICHFUTUREDAQROOT=/home/cprouve/cmtuser/clean/LHCb/Rich/RichFutureDAQ +EVENTBASEROOT=/home/cprouve/cmtuser/clean/LHCb/Event/EventBase diff --git a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp index b45383e53..7ff782378 100644 --- a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp +++ b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp @@ -45,8 +45,9 @@ DECLARE_COMPONENT( CopyLinePersistenceLocations ) // go down the dependency tree. const std::vector<CLID> CopyLinePersistenceLocations::cloneOrderByClassID = { KeyedContainer<LHCb::CaloCluster>::classID(), KeyedContainer<LHCb::CaloHypo>::classID(), - KeyedContainer<LHCb::FlavourTag>::classID(), KeyedContainer<LHCb::ProtoParticle>::classID(), + KeyedContainer<LHCb::ProtoParticle>::classID(), KeyedContainer<LHCb::Particle>::classID(), KeyedContainer<LHCb::RecVertex>::classID(), + //KeyedContainer<LHCb::FlavourTag>::classID() }; CopyLinePersistenceLocations::CopyLinePersistenceLocations( const std::string& name, ISvcLocator* svcLocator ) @@ -162,6 +163,8 @@ void CopyLinePersistenceLocations::cloneLocations( const std::set<std::string>& containerTypeToLocations[classID].push_back( dataObject ); } + std::vector<std::string> originalBCandidateLocations; + // Clone each set of containers in order for ( const auto& classID : cloneOrderByClassID ) { // Did we find any containers with the current CLID? @@ -171,6 +174,23 @@ void CopyLinePersistenceLocations::cloneLocations( const std::set<std::string>& continue; } + if(classID == KeyedContainer<LHCb::Particle>::classID()){ + for ( const auto& container : needle->second ) { + const auto& castedContainer = dynamic_cast<const KeyedContainer<LHCb::Particle>&>( *container ); + for(const auto & particle : castedContainer){ + if(particle->particleID().hasBottom() && particle->endVertex()){ + //always() << particle->particleID() << " particle has endvertex and is bottom" << endmsg; + //always() << MicroDST::objectLocation( container ) << " is location on TES" << endmsg; + originalBCandidateLocations.push_back(MicroDST::objectLocation( container )); + } + break; + } + } + } + + if(classID == KeyedContainer<LHCb::FlavourTag>::classID()) + error() << "FlavourTagsCloner is being called, should not!!!" << endmsg; + auto it = cloners.find( classID ); if ( it == cloners.end() ) { // We haven't found a cloner for an object type that's in our explicit @@ -183,7 +203,22 @@ void CopyLinePersistenceLocations::cloneLocations( const std::set<std::string>& } // Clone the contents of the container - for ( const auto& container : needle->second ) { it->second( *container ); } + for ( const auto& container : needle->second ) { + it->second( *container ); } + } + + //do the FT a little late + if(containerTypeToLocations.find(KeyedContainer<LHCb::FlavourTag>::classID()) != containerTypeToLocations.end()){ + const auto& ftContainers = containerTypeToLocations.find(KeyedContainer<LHCb::FlavourTag>::classID())->second; + //always() << "found flavourtag container! at " << ftContainers.size() << endmsg; + if(originalBCandidateLocations.size() >1){ + warning() << "More than one possible B candidate for FlavourTags: " << endmsg; + for(const auto& loc : originalBCandidateLocations) + warning() << loc << endmsg; + }else if(originalBCandidateLocations.size()==1){ + const auto& ftContainer = dynamic_cast<const KeyedContainer<LHCb::FlavourTag> &>(*ftContainers[0]); + cloneFlavourTags(ftContainer, originalBCandidateLocations[0]); + } } } @@ -214,3 +249,29 @@ void CopyLinePersistenceLocations::cloneKeyedContainer( const KeyedContainer<Key } } } + +void CopyLinePersistenceLocations::cloneFlavourTags( const KeyedContainer<LHCb::FlavourTag>& container, + std::string originalBCandidateLocation ) const { + auto inputLocation = MicroDST::objectLocation( &container ); + if ( m_alwaysCreateOutput.value() && container.empty() ) { + auto outputLocation = this->outputTESLocation( inputLocation ); + if ( msgLevel( MSG::VERBOSE ) ) { + verbose() << "Creating empty container at location " << outputLocation << endmsg; + } + auto clone = new KeyedContainer<LHCb::FlavourTag>{}; + clone->setVersion( container.version() ); + put( clone, outputLocation ); + } else if ( msgLevel( MSG::VERBOSE ) ) { + verbose() << "Copying " << container.size() << " objects from container at location " << inputLocation << endmsg; + } + + for ( const auto& keyedObject : container ) { + if ( msgLevel( MSG::VERBOSE ) ) { verbose() << "Copying " << keyedObject << " with " << m_flavourtagCloner->type() << endmsg; } + auto clone = m_flavourtagCloner->clone(keyedObject, originalBCandidateLocation); + if ( !clone ) { + std::stringstream ss; + ss << "Failed to clone " << keyedObject << " with " << m_flavourtagCloner->type() << std::endl; + Warning( ss.str() ).ignore(); + } + } +} diff --git a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h index 0e614d86d..92608bfe4 100644 --- a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h +++ b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h @@ -182,5 +182,9 @@ private: template <typename KeyedObjectToClone, typename ClonerSourceObject = KeyedObjectToClone, typename Cloner = ToolHandle<MicroDST::ICloner<ClonerSourceObject>>> void cloneKeyedContainer( const KeyedContainer<KeyedObjectToClone>& container, Cloner cloner ) const; + + void cloneFlavourTags( const KeyedContainer<LHCb::FlavourTag>& container, + std::string originalBCandidateLocation ) const; + }; #endif // MICRODST_COPYLINEPERSISTENCELOCATIONS_H diff --git a/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.h b/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.h index 6c3bc6f18..61108d978 100755 --- a/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.h +++ b/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.h @@ -82,7 +82,7 @@ public: * @author Juan Palacios juancho@nikhef.nl */ template <class Cloner> - inline typename Cloner::Type* cloneKeyedContainerItem( const typename Cloner::Type* item ); + inline typename Cloner::Type* cloneKeyedContainerItem( const typename Cloner::Type* item ) const; /** * @@ -107,14 +107,14 @@ public: * @author Juan Palacios juancho@nikhef.nl */ template <class T> - inline T* getOutputContainer( const std::string& location ); + inline T* getOutputContainer( const std::string& location ) const; /** * * @author Juan Palacios juancho@nikhef.nl */ template <class T> - inline const T* getInputContainer( const std::string& location ); + inline const T* getInputContainer( const std::string& location ) ; template <class T> inline bool exist( const std::string& location ) const { @@ -131,6 +131,8 @@ public: return PBASE::template getIfExists<T>( location ); } + std::string niceLocationName( const std::string& location ) const; + protected: inline const std::string& outputPrefix() const { return m_outputPrefix; } @@ -144,7 +146,7 @@ protected: * @author Juan Palacios juancho@nikhef.nl * */ - std::string niceLocationName( const std::string& location ) const; + /// Select TES location below a given root based on CLID void selectContainers( const DataObject* obj, std::set<std::string>& names, const unsigned int classID, diff --git a/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.icpp b/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.icpp index 873b03ab6..a4d14104e 100755 --- a/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.icpp +++ b/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.icpp @@ -28,7 +28,6 @@ StatusCode MicroDSTCommon<PBASE>::initialize() { if ( !PBASE::rootInTES().empty() ) m_rootInTES = PBASE::rootInTES(); this->debug() << "Set rootInTES to " << m_rootInTES << endmsg; - return sc; } @@ -133,7 +132,7 @@ MicroDSTCommon<PBASE>::copyKeyedContainer( const typename Cloner::Type::Containe template <class PBASE> template <class itemCloner> -typename itemCloner::Type* MicroDSTCommon<PBASE>::cloneKeyedContainerItem( const typename itemCloner::Type* item ) { +typename itemCloner::Type* MicroDSTCommon<PBASE>::cloneKeyedContainerItem( const typename itemCloner::Type* item ) const{ if ( !item ) { if ( this->msgLevel( MSG::DEBUG ) ) this->debug() << "Cannot clone a NULL pointer !" << endmsg; return nullptr; @@ -154,6 +153,8 @@ typename itemCloner::Type* MicroDSTCommon<PBASE>::cloneKeyedContainerItem( const // try and get clone auto clonedItem = clones->object( item->key() ); + //std::cout << "cloneKeyedContainerItem: Cloning item key " << item->key() << " in " + // << item->parent()->registry()->identifier() << " to " << cloneLocation << std::endl; if ( !clonedItem ) { if ( this->msgLevel( MSG::DEBUG ) ) { this->debug() << "cloneKeyedContainerItem: Cloning item key " << item->key() << " in " @@ -199,7 +200,7 @@ T* MicroDSTCommon<PBASE>::getStoredClone( const KeyedObject<int>* original ) { template <class PBASE> template <class T> -T* MicroDSTCommon<PBASE>::getOutputContainer( const std::string& location ) { +T* MicroDSTCommon<PBASE>::getOutputContainer( const std::string& location ) const { auto t = getIfExists<T>( location ); if ( !t ) { t = new T(); diff --git a/MicroDST/MicroDSTInterfaces/include/MicroDST/ICloneFlavourTag.h b/MicroDST/MicroDSTInterfaces/include/MicroDST/ICloneFlavourTag.h index 4e6ed8f5d..ddde20035 100755 --- a/MicroDST/MicroDSTInterfaces/include/MicroDST/ICloneFlavourTag.h +++ b/MicroDST/MicroDSTInterfaces/include/MicroDST/ICloneFlavourTag.h @@ -30,6 +30,9 @@ public: /// Destructor virtual ~ICloneFlavourTag() {} + + virtual LHCb::FlavourTag* clone(const LHCb::FlavourTag*, std::string) const = 0; + }; #endif // MICRODST_ICLONEFLAVOURTAG_H diff --git a/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp b/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp index 82e14272e..2dae1533d 100755 --- a/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp +++ b/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp @@ -31,17 +31,38 @@ LHCb::FlavourTag* FlavourTagCloner::operator()( const LHCb::FlavourTag* tag ) { LHCb::FlavourTag* FlavourTagCloner::clone( const LHCb::FlavourTag* tag ) { // Clone the FT object LHCb::FlavourTag* tmp = cloneKeyedContainerItem<BasicFTCopy>( tag ); + //std::cout << tmp->parent()->registry()->identifier() << std::endl; + //above output is /Event/HLT2/FunctionalSSPionTagger/OutputFlavourTags // Update the Particle SmartRef - tmp->setTaggedB( getStoredClone<LHCb::Particle>( tag->taggedB() ) ); - + //tmp->setTaggedB( getStoredClone<LHCb::Particle>( tag->taggedB() ) ); + //std::cout << "smartref " << getStoredClone<LHCb::Particle>( tag->taggedB() ) << std::endl; // Clear the taggers vector - tmp->setTaggers( std::vector<LHCb::Tagger>() ); - + //tmp->setTaggers( std::vector<LHCb::Tagger>() ); + tmp->setTaggers(tag->taggers()); // return return tmp; } //============================================================================= +LHCb::FlavourTag* FlavourTagCloner::clone(const LHCb::FlavourTag* tag, std::string originalBCandidatesLocation) const{ + // Clone the FT object + LHCb::FlavourTag* tmp = cloneKeyedContainerItem<BasicFTCopy>( tag ); + + tmp->setTaggers(tag->taggers()); + + auto newBCandidatesLocation = outputTESLocation(originalBCandidatesLocation); + auto clones = getIfExists<LHCb::Particle::Container>( newBCandidatesLocation ); + //always() << "newBCandidateLocation " << newBCandidatesLocation << endmsg; +//here weiter machen + auto bCandidate = clones->object( tag->taggedB()->key() ); + if( !bCandidate) + warning() << "B Candidate corresponding to FlavourTag not found." << endmsg; + + tmp->setTaggedB(bCandidate); + // return + return tmp; +} + // Declaration of the Tool Factory DECLARE_COMPONENT( FlavourTagCloner ) diff --git a/MicroDST/MicroDSTTools/src/FlavourTagCloner.h b/MicroDST/MicroDSTTools/src/FlavourTagCloner.h index b030ecd57..bd8f39e27 100755 --- a/MicroDST/MicroDSTTools/src/FlavourTagCloner.h +++ b/MicroDST/MicroDSTTools/src/FlavourTagCloner.h @@ -34,10 +34,14 @@ public: LHCb::FlavourTag* operator()( const LHCb::FlavourTag* tag ) override; + LHCb::FlavourTag* clone( const LHCb::FlavourTag* tag ); + + LHCb::FlavourTag* clone(const LHCb::FlavourTag*, std::string) const override; + private: typedef MicroDST::BasicCopy<LHCb::FlavourTag> BasicFTCopy; - LHCb::FlavourTag* clone( const LHCb::FlavourTag* tag ); + }; #endif // FLAVOURTAGCLONER_H diff --git a/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.cpp b/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.cpp index 75380f80e..f676fd8ef 100755 --- a/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.cpp +++ b/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.cpp @@ -51,7 +51,7 @@ LHCb::FlavourTag* FlavourTagDeepCloner::operator()( const LHCb::FlavourTag* tag //============================================================================= -LHCb::FlavourTag* FlavourTagDeepCloner::clone( const LHCb::FlavourTag* tag ) { +LHCb::FlavourTag* FlavourTagDeepCloner::clone( const LHCb::FlavourTag* tag ) const { // Clone the FT object LHCb::FlavourTag* tmp = cloneKeyedContainerItem<BasicFTCopy>( tag ); diff --git a/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.h b/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.h index 3554d4f3a..31ae72069 100755 --- a/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.h +++ b/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.h @@ -40,7 +40,7 @@ public: LHCb::FlavourTag* operator()( const LHCb::FlavourTag* tag ) override; private: - LHCb::FlavourTag* clone( const LHCb::FlavourTag* tag ); + LHCb::FlavourTag* clone( const LHCb::FlavourTag* tag ) const; /** * Clone the taggers of an LHCb::FlavourTag and replace the @@ -74,6 +74,9 @@ private: */ const LHCb::Particle* cloneParticle( const LHCb::Particle* particle ) const; + //temp hack!!! + LHCb::FlavourTag* clone(const LHCb::FlavourTag* tag, std::string) const override{ return this->clone(tag);}; + private: typedef MicroDST::BasicCopy<LHCb::FlavourTag> BasicFTCopy; -- GitLab From 8e1d594cee7da657552a476517bf74bf72173dfc Mon Sep 17 00:00:00 2001 From: Claire Prouve <claire.prouve@cern.ch> Date: Wed, 17 Nov 2021 11:37:21 +0100 Subject: [PATCH 37/54] add algorithm that copies flavourtags and moves the pointer to the (B) candidates --- .../src/CopyLinePersistenceLocations.cpp | 65 +------------------ .../include/MicroDST/ICloneFlavourTag.h | 3 - .../MicroDSTTools/src/FlavourTagCloner.cpp | 29 ++------- MicroDST/MicroDSTTools/src/FlavourTagCloner.h | 6 +- .../MicroDSTTools/src/FlavourTagDeepCloner.h | 5 +- .../CopyFlavourTagsWithParticlePointers.cpp | 57 ++++++++++++++++ 6 files changed, 65 insertions(+), 100 deletions(-) create mode 100644 Phys/DaVinciFilters/src/CopyFlavourTagsWithParticlePointers.cpp diff --git a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp index 7ff782378..b45383e53 100644 --- a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp +++ b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp @@ -45,9 +45,8 @@ DECLARE_COMPONENT( CopyLinePersistenceLocations ) // go down the dependency tree. const std::vector<CLID> CopyLinePersistenceLocations::cloneOrderByClassID = { KeyedContainer<LHCb::CaloCluster>::classID(), KeyedContainer<LHCb::CaloHypo>::classID(), - KeyedContainer<LHCb::ProtoParticle>::classID(), + KeyedContainer<LHCb::FlavourTag>::classID(), KeyedContainer<LHCb::ProtoParticle>::classID(), KeyedContainer<LHCb::Particle>::classID(), KeyedContainer<LHCb::RecVertex>::classID(), - //KeyedContainer<LHCb::FlavourTag>::classID() }; CopyLinePersistenceLocations::CopyLinePersistenceLocations( const std::string& name, ISvcLocator* svcLocator ) @@ -163,8 +162,6 @@ void CopyLinePersistenceLocations::cloneLocations( const std::set<std::string>& containerTypeToLocations[classID].push_back( dataObject ); } - std::vector<std::string> originalBCandidateLocations; - // Clone each set of containers in order for ( const auto& classID : cloneOrderByClassID ) { // Did we find any containers with the current CLID? @@ -174,23 +171,6 @@ void CopyLinePersistenceLocations::cloneLocations( const std::set<std::string>& continue; } - if(classID == KeyedContainer<LHCb::Particle>::classID()){ - for ( const auto& container : needle->second ) { - const auto& castedContainer = dynamic_cast<const KeyedContainer<LHCb::Particle>&>( *container ); - for(const auto & particle : castedContainer){ - if(particle->particleID().hasBottom() && particle->endVertex()){ - //always() << particle->particleID() << " particle has endvertex and is bottom" << endmsg; - //always() << MicroDST::objectLocation( container ) << " is location on TES" << endmsg; - originalBCandidateLocations.push_back(MicroDST::objectLocation( container )); - } - break; - } - } - } - - if(classID == KeyedContainer<LHCb::FlavourTag>::classID()) - error() << "FlavourTagsCloner is being called, should not!!!" << endmsg; - auto it = cloners.find( classID ); if ( it == cloners.end() ) { // We haven't found a cloner for an object type that's in our explicit @@ -203,22 +183,7 @@ void CopyLinePersistenceLocations::cloneLocations( const std::set<std::string>& } // Clone the contents of the container - for ( const auto& container : needle->second ) { - it->second( *container ); } - } - - //do the FT a little late - if(containerTypeToLocations.find(KeyedContainer<LHCb::FlavourTag>::classID()) != containerTypeToLocations.end()){ - const auto& ftContainers = containerTypeToLocations.find(KeyedContainer<LHCb::FlavourTag>::classID())->second; - //always() << "found flavourtag container! at " << ftContainers.size() << endmsg; - if(originalBCandidateLocations.size() >1){ - warning() << "More than one possible B candidate for FlavourTags: " << endmsg; - for(const auto& loc : originalBCandidateLocations) - warning() << loc << endmsg; - }else if(originalBCandidateLocations.size()==1){ - const auto& ftContainer = dynamic_cast<const KeyedContainer<LHCb::FlavourTag> &>(*ftContainers[0]); - cloneFlavourTags(ftContainer, originalBCandidateLocations[0]); - } + for ( const auto& container : needle->second ) { it->second( *container ); } } } @@ -249,29 +214,3 @@ void CopyLinePersistenceLocations::cloneKeyedContainer( const KeyedContainer<Key } } } - -void CopyLinePersistenceLocations::cloneFlavourTags( const KeyedContainer<LHCb::FlavourTag>& container, - std::string originalBCandidateLocation ) const { - auto inputLocation = MicroDST::objectLocation( &container ); - if ( m_alwaysCreateOutput.value() && container.empty() ) { - auto outputLocation = this->outputTESLocation( inputLocation ); - if ( msgLevel( MSG::VERBOSE ) ) { - verbose() << "Creating empty container at location " << outputLocation << endmsg; - } - auto clone = new KeyedContainer<LHCb::FlavourTag>{}; - clone->setVersion( container.version() ); - put( clone, outputLocation ); - } else if ( msgLevel( MSG::VERBOSE ) ) { - verbose() << "Copying " << container.size() << " objects from container at location " << inputLocation << endmsg; - } - - for ( const auto& keyedObject : container ) { - if ( msgLevel( MSG::VERBOSE ) ) { verbose() << "Copying " << keyedObject << " with " << m_flavourtagCloner->type() << endmsg; } - auto clone = m_flavourtagCloner->clone(keyedObject, originalBCandidateLocation); - if ( !clone ) { - std::stringstream ss; - ss << "Failed to clone " << keyedObject << " with " << m_flavourtagCloner->type() << std::endl; - Warning( ss.str() ).ignore(); - } - } -} diff --git a/MicroDST/MicroDSTInterfaces/include/MicroDST/ICloneFlavourTag.h b/MicroDST/MicroDSTInterfaces/include/MicroDST/ICloneFlavourTag.h index ddde20035..4e6ed8f5d 100755 --- a/MicroDST/MicroDSTInterfaces/include/MicroDST/ICloneFlavourTag.h +++ b/MicroDST/MicroDSTInterfaces/include/MicroDST/ICloneFlavourTag.h @@ -30,9 +30,6 @@ public: /// Destructor virtual ~ICloneFlavourTag() {} - - virtual LHCb::FlavourTag* clone(const LHCb::FlavourTag*, std::string) const = 0; - }; #endif // MICRODST_ICLONEFLAVOURTAG_H diff --git a/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp b/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp index 2dae1533d..82e14272e 100755 --- a/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp +++ b/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp @@ -31,38 +31,17 @@ LHCb::FlavourTag* FlavourTagCloner::operator()( const LHCb::FlavourTag* tag ) { LHCb::FlavourTag* FlavourTagCloner::clone( const LHCb::FlavourTag* tag ) { // Clone the FT object LHCb::FlavourTag* tmp = cloneKeyedContainerItem<BasicFTCopy>( tag ); - //std::cout << tmp->parent()->registry()->identifier() << std::endl; - //above output is /Event/HLT2/FunctionalSSPionTagger/OutputFlavourTags // Update the Particle SmartRef - //tmp->setTaggedB( getStoredClone<LHCb::Particle>( tag->taggedB() ) ); - //std::cout << "smartref " << getStoredClone<LHCb::Particle>( tag->taggedB() ) << std::endl; - // Clear the taggers vector - //tmp->setTaggers( std::vector<LHCb::Tagger>() ); - tmp->setTaggers(tag->taggers()); - // return - return tmp; -} -//============================================================================= -LHCb::FlavourTag* FlavourTagCloner::clone(const LHCb::FlavourTag* tag, std::string originalBCandidatesLocation) const{ - // Clone the FT object - LHCb::FlavourTag* tmp = cloneKeyedContainerItem<BasicFTCopy>( tag ); - - tmp->setTaggers(tag->taggers()); + tmp->setTaggedB( getStoredClone<LHCb::Particle>( tag->taggedB() ) ); - auto newBCandidatesLocation = outputTESLocation(originalBCandidatesLocation); - auto clones = getIfExists<LHCb::Particle::Container>( newBCandidatesLocation ); - //always() << "newBCandidateLocation " << newBCandidatesLocation << endmsg; -//here weiter machen - auto bCandidate = clones->object( tag->taggedB()->key() ); - if( !bCandidate) - warning() << "B Candidate corresponding to FlavourTag not found." << endmsg; + // Clear the taggers vector + tmp->setTaggers( std::vector<LHCb::Tagger>() ); - tmp->setTaggedB(bCandidate); // return return tmp; } - +//============================================================================= // Declaration of the Tool Factory DECLARE_COMPONENT( FlavourTagCloner ) diff --git a/MicroDST/MicroDSTTools/src/FlavourTagCloner.h b/MicroDST/MicroDSTTools/src/FlavourTagCloner.h index bd8f39e27..b030ecd57 100755 --- a/MicroDST/MicroDSTTools/src/FlavourTagCloner.h +++ b/MicroDST/MicroDSTTools/src/FlavourTagCloner.h @@ -34,14 +34,10 @@ public: LHCb::FlavourTag* operator()( const LHCb::FlavourTag* tag ) override; - LHCb::FlavourTag* clone( const LHCb::FlavourTag* tag ); - - LHCb::FlavourTag* clone(const LHCb::FlavourTag*, std::string) const override; - private: typedef MicroDST::BasicCopy<LHCb::FlavourTag> BasicFTCopy; - + LHCb::FlavourTag* clone( const LHCb::FlavourTag* tag ); }; #endif // FLAVOURTAGCLONER_H diff --git a/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.h b/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.h index 31ae72069..3554d4f3a 100755 --- a/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.h +++ b/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.h @@ -40,7 +40,7 @@ public: LHCb::FlavourTag* operator()( const LHCb::FlavourTag* tag ) override; private: - LHCb::FlavourTag* clone( const LHCb::FlavourTag* tag ) const; + LHCb::FlavourTag* clone( const LHCb::FlavourTag* tag ); /** * Clone the taggers of an LHCb::FlavourTag and replace the @@ -74,9 +74,6 @@ private: */ const LHCb::Particle* cloneParticle( const LHCb::Particle* particle ) const; - //temp hack!!! - LHCb::FlavourTag* clone(const LHCb::FlavourTag* tag, std::string) const override{ return this->clone(tag);}; - private: typedef MicroDST::BasicCopy<LHCb::FlavourTag> BasicFTCopy; diff --git a/Phys/DaVinciFilters/src/CopyFlavourTagsWithParticlePointers.cpp b/Phys/DaVinciFilters/src/CopyFlavourTagsWithParticlePointers.cpp new file mode 100644 index 000000000..739536e2b --- /dev/null +++ b/Phys/DaVinciFilters/src/CopyFlavourTagsWithParticlePointers.cpp @@ -0,0 +1,57 @@ +/*****************************************************************************\ +* (c) Copyright 2021 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include "Event/FlavourTag.h" +#include "Event/Particle.h" +#include "GaudiAlg/Transformer.h" + +/** @brief Copy an LHCb::Particle container and its associated vertices and P2PV relations. + * + * P2PV relations are determined on the fly using the tool defined by the + * `RelatedPVFinder` property. Relations are found for all particles in the + * decay trees referenced by the top-level particles, i.e. those in the + * container being copied. This is useful if you want to ensure P2PV relations + * exist for all referenced objects. + * + * Copied objects are not guaranteed to have the same container key as the + * originals. + */ +class CopyFlavourTagsWithParticlePointers : public Gaudi::Functional::Transformer<LHCb::FlavourTags(const LHCb::FlavourTags&, const LHCb::Particles& )>{ + public: + + CopyFlavourTagsWithParticlePointers( const std::string& name, ISvcLocator* pSvcLocator ) + : Transformer( name, pSvcLocator, {KeyValue{"InputFlavourTags", ""}, KeyValue{"NewBCandidates", ""}}, + {KeyValue{"OutputFlavourTags", ""}} ) {} + + StatusCode initialize() override{ + always() << "CopyFlavourTagsWithParticlePointers::initialze" << endmsg; + // check that m_newBLocation has sensible value + return Transformer::initialize(); + } + + LHCb::FlavourTags operator()( const LHCb::FlavourTags& flavourTags, const LHCb::Particles& bCandidates ) const override { + //auto bCandidates = getIfExists<LHCb::Particle::Container>( m_newBCandLocation ); + + LHCb::FlavourTags flavourTags_out; + for ( const auto* ft : flavourTags ) { + // 1. Clone the LHCb::Particle + auto* ft_clone = ft->clone(); + // 2. Set the pointer to the B candidate + LHCb::Particle* new_bCand = bCandidates.object( ft_clone->taggedB()->key() ); + ft_clone->setTaggedB(new_bCand); + + flavourTags_out.add( ft_clone ); + } + return flavourTags_out; + } + +}; + +DECLARE_COMPONENT( CopyFlavourTagsWithParticlePointers ) -- GitLab From abe9d05fd4d07748cb372d18ae6bbdce1a6f386e Mon Sep 17 00:00:00 2001 From: Claire Prouve <claire.prouve@cern.ch> Date: Wed, 17 Nov 2021 11:37:55 +0100 Subject: [PATCH 38/54] add algo to cmakelists ;) --- Phys/DaVinciFilters/CMakeLists.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/Phys/DaVinciFilters/CMakeLists.txt b/Phys/DaVinciFilters/CMakeLists.txt index 43d95a44a..50e512ef6 100644 --- a/Phys/DaVinciFilters/CMakeLists.txt +++ b/Phys/DaVinciFilters/CMakeLists.txt @@ -17,6 +17,7 @@ gaudi_add_module(DaVinciFilters SOURCES src/ConeJetProxy.cpp src/CopyParticlesWithPVRelations.cpp + src/CopyFlavourTagsWithParticlePointers.cpp src/DVFilter.cpp src/FilterDecays.cpp src/FilterDesktop.cpp -- GitLab From 3de646095836a6c667fc00bbe7cc0c1b2996f8ef Mon Sep 17 00:00:00 2001 From: Claire Prouve <claire.prouve@cern.ch> Date: Wed, 17 Nov 2021 11:56:19 +0100 Subject: [PATCH 39/54] update pointer to (B) candidate when copying flavourtags --- MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.cpp | 12 ++++++++++-- MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.h | 2 +- 2 files changed, 11 insertions(+), 3 deletions(-) diff --git a/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.cpp b/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.cpp index f676fd8ef..9de07901e 100755 --- a/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.cpp +++ b/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.cpp @@ -55,8 +55,16 @@ LHCb::FlavourTag* FlavourTagDeepCloner::clone( const LHCb::FlavourTag* tag ) con // Clone the FT object LHCb::FlavourTag* tmp = cloneKeyedContainerItem<BasicFTCopy>( tag ); - // Update and clone the tagged B Particle - tmp->setTaggedB( getStoredClone<LHCb::Particle>( tag->taggedB() ) ); + // Infer the new location of the B candidates from the current location + auto oldParticleContainerLocation = MicroDST::objectLocation(tag->taggedB()->parent()); + auto newParticleContainerLocation = outputTESLocation(oldParticleContainerLocation); + // Update the pointer to the B candiate + auto newParticles = getIfExists<LHCb::Particle::Container>( newParticleContainerLocation ); + auto newParticle = newParticles->object( tag->taggedB()->key() ); + if( !newParticle) + warning() << "B Candidate corresponding to FlavourTag not found." << endmsg; + + tmp->setTaggedB(newParticle); // Clone the taggers cloneTaggers( tmp ); diff --git a/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.h b/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.h index 3554d4f3a..cdf749295 100755 --- a/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.h +++ b/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.h @@ -40,7 +40,7 @@ public: LHCb::FlavourTag* operator()( const LHCb::FlavourTag* tag ) override; private: - LHCb::FlavourTag* clone( const LHCb::FlavourTag* tag ); + LHCb::FlavourTag* clone( const LHCb::FlavourTag* tag ) const; /** * Clone the taggers of an LHCb::FlavourTag and replace the -- GitLab From 40bb1320cbc6df507a0ed3ad16974672be051cf2 Mon Sep 17 00:00:00 2001 From: Claire Prouve <claire.prouve@cern.ch> Date: Wed, 17 Nov 2021 12:04:30 +0100 Subject: [PATCH 40/54] update pointer to (B) candidate when copying flavourtags --- MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp b/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp index 82e14272e..73c9e107b 100755 --- a/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp +++ b/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp @@ -32,8 +32,16 @@ LHCb::FlavourTag* FlavourTagCloner::clone( const LHCb::FlavourTag* tag ) { // Clone the FT object LHCb::FlavourTag* tmp = cloneKeyedContainerItem<BasicFTCopy>( tag ); - // Update the Particle SmartRef - tmp->setTaggedB( getStoredClone<LHCb::Particle>( tag->taggedB() ) ); + // Infer the new location of the B candidates from the current location + auto oldParticleContainerLocation = MicroDST::objectLocation(tag->taggedB()->parent()); + auto newParticleContainerLocation = outputTESLocation(oldParticleContainerLocation); + // Update the pointer to the B candiate + auto newParticles = getIfExists<LHCb::Particle::Container>( newParticleContainerLocation ); + auto newParticle = newParticles->object( tag->taggedB()->key() ); + if( !newParticle) + warning() << "B Candidate corresponding to FlavourTag not found." << endmsg; + + tmp->setTaggedB(newParticle); // Clear the taggers vector tmp->setTaggers( std::vector<LHCb::Tagger>() ); -- GitLab From 9a7d834c0529ba9e91b87591a8a7a33dbde11b4c Mon Sep 17 00:00:00 2001 From: Claire Prouve <claire.prouve@cern.ch> Date: Wed, 17 Nov 2021 12:05:24 +0100 Subject: [PATCH 41/54] change order of cloners, flavourtags need to be cloned after particles --- .../MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp index b45383e53..1fe04c871 100644 --- a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp +++ b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp @@ -45,8 +45,9 @@ DECLARE_COMPONENT( CopyLinePersistenceLocations ) // go down the dependency tree. const std::vector<CLID> CopyLinePersistenceLocations::cloneOrderByClassID = { KeyedContainer<LHCb::CaloCluster>::classID(), KeyedContainer<LHCb::CaloHypo>::classID(), - KeyedContainer<LHCb::FlavourTag>::classID(), KeyedContainer<LHCb::ProtoParticle>::classID(), + KeyedContainer<LHCb::ProtoParticle>::classID(), KeyedContainer<LHCb::Particle>::classID(), KeyedContainer<LHCb::RecVertex>::classID(), + KeyedContainer<LHCb::FlavourTag>::classID(), }; CopyLinePersistenceLocations::CopyLinePersistenceLocations( const std::string& name, ISvcLocator* svcLocator ) -- GitLab From f8184620dd765b75d7071dc03bab8d53bf1f2799 Mon Sep 17 00:00:00 2001 From: Claire Prouve <claire.prouve@cern.ch> Date: Wed, 17 Nov 2021 12:35:58 +0100 Subject: [PATCH 42/54] remove unnecessary initialize method --- .../src/CopyFlavourTagsWithParticlePointers.cpp | 6 ------ 1 file changed, 6 deletions(-) diff --git a/Phys/DaVinciFilters/src/CopyFlavourTagsWithParticlePointers.cpp b/Phys/DaVinciFilters/src/CopyFlavourTagsWithParticlePointers.cpp index 739536e2b..bd7e16096 100644 --- a/Phys/DaVinciFilters/src/CopyFlavourTagsWithParticlePointers.cpp +++ b/Phys/DaVinciFilters/src/CopyFlavourTagsWithParticlePointers.cpp @@ -30,12 +30,6 @@ class CopyFlavourTagsWithParticlePointers : public Gaudi::Functional::Transforme : Transformer( name, pSvcLocator, {KeyValue{"InputFlavourTags", ""}, KeyValue{"NewBCandidates", ""}}, {KeyValue{"OutputFlavourTags", ""}} ) {} - StatusCode initialize() override{ - always() << "CopyFlavourTagsWithParticlePointers::initialze" << endmsg; - // check that m_newBLocation has sensible value - return Transformer::initialize(); - } - LHCb::FlavourTags operator()( const LHCb::FlavourTags& flavourTags, const LHCb::Particles& bCandidates ) const override { //auto bCandidates = getIfExists<LHCb::Particle::Container>( m_newBCandLocation ); -- GitLab From 407b927d02ecfb018a5aed8b01cea24c0582b8dc Mon Sep 17 00:00:00 2001 From: Claire Prouve <claire.prouve@cern.ch> Date: Wed, 17 Nov 2021 12:38:11 +0100 Subject: [PATCH 43/54] fix formatting --- .../src/CopyLinePersistenceLocations.cpp | 7 +++---- .../src/CopyLinePersistenceLocations.h | 3 +-- MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp | 11 +++++------ .../MicroDSTTools/src/FlavourTagDeepCloner.cpp | 11 +++++------ .../src/CopyFlavourTagsWithParticlePointers.cpp | 16 ++++++++-------- 5 files changed, 22 insertions(+), 26 deletions(-) diff --git a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp index 1fe04c871..c915bfac3 100644 --- a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp +++ b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.cpp @@ -44,10 +44,9 @@ DECLARE_COMPONENT( CopyLinePersistenceLocations ) // ensure that the explicit cloners have priority over implicit cloners, which // go down the dependency tree. const std::vector<CLID> CopyLinePersistenceLocations::cloneOrderByClassID = { - KeyedContainer<LHCb::CaloCluster>::classID(), KeyedContainer<LHCb::CaloHypo>::classID(), - KeyedContainer<LHCb::ProtoParticle>::classID(), - KeyedContainer<LHCb::Particle>::classID(), KeyedContainer<LHCb::RecVertex>::classID(), - KeyedContainer<LHCb::FlavourTag>::classID(), + KeyedContainer<LHCb::CaloCluster>::classID(), KeyedContainer<LHCb::CaloHypo>::classID(), + KeyedContainer<LHCb::ProtoParticle>::classID(), KeyedContainer<LHCb::Particle>::classID(), + KeyedContainer<LHCb::RecVertex>::classID(), KeyedContainer<LHCb::FlavourTag>::classID(), }; CopyLinePersistenceLocations::CopyLinePersistenceLocations( const std::string& name, ISvcLocator* svcLocator ) diff --git a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h index 92608bfe4..3a624c295 100644 --- a/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h +++ b/MicroDST/MicroDSTAlgorithm/src/CopyLinePersistenceLocations.h @@ -184,7 +184,6 @@ private: void cloneKeyedContainer( const KeyedContainer<KeyedObjectToClone>& container, Cloner cloner ) const; void cloneFlavourTags( const KeyedContainer<LHCb::FlavourTag>& container, - std::string originalBCandidateLocation ) const; - + std::string originalBCandidateLocation ) const; }; #endif // MICRODST_COPYLINEPERSISTENCELOCATIONS_H diff --git a/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp b/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp index 73c9e107b..ff00731c3 100755 --- a/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp +++ b/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp @@ -33,15 +33,14 @@ LHCb::FlavourTag* FlavourTagCloner::clone( const LHCb::FlavourTag* tag ) { LHCb::FlavourTag* tmp = cloneKeyedContainerItem<BasicFTCopy>( tag ); // Infer the new location of the B candidates from the current location - auto oldParticleContainerLocation = MicroDST::objectLocation(tag->taggedB()->parent()); - auto newParticleContainerLocation = outputTESLocation(oldParticleContainerLocation); + auto oldParticleContainerLocation = MicroDST::objectLocation( tag->taggedB()->parent() ); + auto newParticleContainerLocation = outputTESLocation( oldParticleContainerLocation ); // Update the pointer to the B candiate auto newParticles = getIfExists<LHCb::Particle::Container>( newParticleContainerLocation ); - auto newParticle = newParticles->object( tag->taggedB()->key() ); - if( !newParticle) - warning() << "B Candidate corresponding to FlavourTag not found." << endmsg; + auto newParticle = newParticles->object( tag->taggedB()->key() ); + if ( !newParticle ) warning() << "B Candidate corresponding to FlavourTag not found." << endmsg; - tmp->setTaggedB(newParticle); + tmp->setTaggedB( newParticle ); // Clear the taggers vector tmp->setTaggers( std::vector<LHCb::Tagger>() ); diff --git a/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.cpp b/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.cpp index 9de07901e..ccd60f0ea 100755 --- a/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.cpp +++ b/MicroDST/MicroDSTTools/src/FlavourTagDeepCloner.cpp @@ -56,15 +56,14 @@ LHCb::FlavourTag* FlavourTagDeepCloner::clone( const LHCb::FlavourTag* tag ) con LHCb::FlavourTag* tmp = cloneKeyedContainerItem<BasicFTCopy>( tag ); // Infer the new location of the B candidates from the current location - auto oldParticleContainerLocation = MicroDST::objectLocation(tag->taggedB()->parent()); - auto newParticleContainerLocation = outputTESLocation(oldParticleContainerLocation); + auto oldParticleContainerLocation = MicroDST::objectLocation( tag->taggedB()->parent() ); + auto newParticleContainerLocation = outputTESLocation( oldParticleContainerLocation ); // Update the pointer to the B candiate auto newParticles = getIfExists<LHCb::Particle::Container>( newParticleContainerLocation ); - auto newParticle = newParticles->object( tag->taggedB()->key() ); - if( !newParticle) - warning() << "B Candidate corresponding to FlavourTag not found." << endmsg; + auto newParticle = newParticles->object( tag->taggedB()->key() ); + if ( !newParticle ) warning() << "B Candidate corresponding to FlavourTag not found." << endmsg; - tmp->setTaggedB(newParticle); + tmp->setTaggedB( newParticle ); // Clone the taggers cloneTaggers( tmp ); diff --git a/Phys/DaVinciFilters/src/CopyFlavourTagsWithParticlePointers.cpp b/Phys/DaVinciFilters/src/CopyFlavourTagsWithParticlePointers.cpp index bd7e16096..842c127c3 100644 --- a/Phys/DaVinciFilters/src/CopyFlavourTagsWithParticlePointers.cpp +++ b/Phys/DaVinciFilters/src/CopyFlavourTagsWithParticlePointers.cpp @@ -23,15 +23,16 @@ * Copied objects are not guaranteed to have the same container key as the * originals. */ -class CopyFlavourTagsWithParticlePointers : public Gaudi::Functional::Transformer<LHCb::FlavourTags(const LHCb::FlavourTags&, const LHCb::Particles& )>{ - public: - +class CopyFlavourTagsWithParticlePointers + : public Gaudi::Functional::Transformer<LHCb::FlavourTags( const LHCb::FlavourTags&, const LHCb::Particles& )> { +public: CopyFlavourTagsWithParticlePointers( const std::string& name, ISvcLocator* pSvcLocator ) : Transformer( name, pSvcLocator, {KeyValue{"InputFlavourTags", ""}, KeyValue{"NewBCandidates", ""}}, - {KeyValue{"OutputFlavourTags", ""}} ) {} + {KeyValue{"OutputFlavourTags", ""}} ) {} - LHCb::FlavourTags operator()( const LHCb::FlavourTags& flavourTags, const LHCb::Particles& bCandidates ) const override { - //auto bCandidates = getIfExists<LHCb::Particle::Container>( m_newBCandLocation ); + LHCb::FlavourTags operator()( const LHCb::FlavourTags& flavourTags, + const LHCb::Particles& bCandidates ) const override { + // auto bCandidates = getIfExists<LHCb::Particle::Container>( m_newBCandLocation ); LHCb::FlavourTags flavourTags_out; for ( const auto* ft : flavourTags ) { @@ -39,13 +40,12 @@ class CopyFlavourTagsWithParticlePointers : public Gaudi::Functional::Transforme auto* ft_clone = ft->clone(); // 2. Set the pointer to the B candidate LHCb::Particle* new_bCand = bCandidates.object( ft_clone->taggedB()->key() ); - ft_clone->setTaggedB(new_bCand); + ft_clone->setTaggedB( new_bCand ); flavourTags_out.add( ft_clone ); } return flavourTags_out; } - }; DECLARE_COMPONENT( CopyFlavourTagsWithParticlePointers ) -- GitLab From 4356cb35b94946fe223996378d80fcfb1dbd6153 Mon Sep 17 00:00:00 2001 From: Gitlab CI <noreply@cern.ch> Date: Wed, 17 Nov 2021 11:39:11 +0000 Subject: [PATCH 44/54] Fixed formatting patch generated by https://gitlab.cern.ch/lhcb/Phys/-/jobs/17666941 --- MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.h | 3 +-- MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.icpp | 5 +++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.h b/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.h index 61108d978..9a387d291 100755 --- a/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.h +++ b/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.h @@ -114,7 +114,7 @@ public: * @author Juan Palacios juancho@nikhef.nl */ template <class T> - inline const T* getInputContainer( const std::string& location ) ; + inline const T* getInputContainer( const std::string& location ); template <class T> inline bool exist( const std::string& location ) const { @@ -147,7 +147,6 @@ protected: * */ - /// Select TES location below a given root based on CLID void selectContainers( const DataObject* obj, std::set<std::string>& names, const unsigned int classID, const bool forceRead = false, const unsigned int depth = 0 ); diff --git a/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.icpp b/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.icpp index a4d14104e..12a68c4f7 100755 --- a/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.icpp +++ b/MicroDST/MicroDSTBase/include/MicroDST/MicroDSTCommon.icpp @@ -132,7 +132,8 @@ MicroDSTCommon<PBASE>::copyKeyedContainer( const typename Cloner::Type::Containe template <class PBASE> template <class itemCloner> -typename itemCloner::Type* MicroDSTCommon<PBASE>::cloneKeyedContainerItem( const typename itemCloner::Type* item ) const{ +typename itemCloner::Type* +MicroDSTCommon<PBASE>::cloneKeyedContainerItem( const typename itemCloner::Type* item ) const { if ( !item ) { if ( this->msgLevel( MSG::DEBUG ) ) this->debug() << "Cannot clone a NULL pointer !" << endmsg; return nullptr; @@ -153,7 +154,7 @@ typename itemCloner::Type* MicroDSTCommon<PBASE>::cloneKeyedContainerItem( const // try and get clone auto clonedItem = clones->object( item->key() ); - //std::cout << "cloneKeyedContainerItem: Cloning item key " << item->key() << " in " + // std::cout << "cloneKeyedContainerItem: Cloning item key " << item->key() << " in " // << item->parent()->registry()->identifier() << " to " << cloneLocation << std::endl; if ( !clonedItem ) { if ( this->msgLevel( MSG::DEBUG ) ) { -- GitLab From ccbfebb7fe619b8470474d3c4053347af230da82 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Wed, 17 Nov 2021 15:36:03 +0100 Subject: [PATCH 45/54] add one functional flavourtagger for testing purposes --- Phys/FunctionalFlavourTagging/CMakeLists.txt | 73 + ...SPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h | 49 + ...ta_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_0-299.cpp | 3882 ++++++++++++++++ ...un1_All_Bd2Dpi_TMVA_BDT_v1r1_1200-1499.cpp | 4074 ++++++++++++++++ ...un1_All_Bd2Dpi_TMVA_BDT_v1r1_1500-1799.cpp | 4114 ++++++++++++++++ ...un1_All_Bd2Dpi_TMVA_BDT_v1r1_1800-2099.cpp | 4118 ++++++++++++++++ ...un1_All_Bd2Dpi_TMVA_BDT_v1r1_2100-2399.cpp | 4102 ++++++++++++++++ ...un1_All_Bd2Dpi_TMVA_BDT_v1r1_2400-2699.cpp | 4074 ++++++++++++++++ ...un1_All_Bd2Dpi_TMVA_BDT_v1r1_2700-2999.cpp | 4042 ++++++++++++++++ ..._Run1_All_Bd2Dpi_TMVA_BDT_v1r1_300-599.cpp | 4062 ++++++++++++++++ ..._Run1_All_Bd2Dpi_TMVA_BDT_v1r1_600-899.cpp | 4074 ++++++++++++++++ ...Run1_All_Bd2Dpi_TMVA_BDT_v1r1_900-1199.cpp | 4134 +++++++++++++++++ .../src/FunctionalSSPionTagger.cpp | 209 + .../src/FunctionalSSPionTagger.h | 84 + .../src/Utils/ITaggingHelperTool.h | 49 + .../src/Utils/TaggingHelper.h | 154 + .../src/Utils/TaggingHelperTool.cpp | 135 + .../src/Utils/TaggingHelperTool.h | 74 + 18 files changed, 41503 insertions(+) create mode 100644 Phys/FunctionalFlavourTagging/CMakeLists.txt create mode 100644 Phys/FunctionalFlavourTagging/Classification/SSPion/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h create mode 100644 Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_0-299.cpp create mode 100644 Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1200-1499.cpp create mode 100644 Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1500-1799.cpp create mode 100644 Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1800-2099.cpp create mode 100644 Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2100-2399.cpp create mode 100644 Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2400-2699.cpp create mode 100644 Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2700-2999.cpp create mode 100644 Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_300-599.cpp create mode 100644 Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_600-899.cpp create mode 100644 Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_900-1199.cpp create mode 100644 Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.cpp create mode 100644 Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.h create mode 100644 Phys/FunctionalFlavourTagging/src/Utils/ITaggingHelperTool.h create mode 100644 Phys/FunctionalFlavourTagging/src/Utils/TaggingHelper.h create mode 100644 Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.cpp create mode 100644 Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.h diff --git a/Phys/FunctionalFlavourTagging/CMakeLists.txt b/Phys/FunctionalFlavourTagging/CMakeLists.txt new file mode 100644 index 000000000..a51c72b7d --- /dev/null +++ b/Phys/FunctionalFlavourTagging/CMakeLists.txt @@ -0,0 +1,73 @@ +############################################################################### +# (c) Copyright 2000-2021 CERN for the benefit of the LHCb Collaboration # +# # +# This software is distributed under the terms of the GNU General Public # +# Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". # +# # +# In applying this licence, CERN does not waive the privileges and immunities # +# granted to it by virtue of its status as an Intergovernmental Organization # +# or submit itself to any jurisdiction. # +############################################################################### +#[=======================================================================[.rst: +Phys/FunctionalFlavourTagging +------------------- +#]=======================================================================] + + +gaudi_add_module(FunctionalFlavourTagging + SOURCES + src/FunctionalSSPionTagger.cpp + src/Utils/TaggingHelperTool.cpp + Classification/TaggingClassifierTMVA.cpp + Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_0-299.cpp + Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1200-1499.cpp + Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1500-1799.cpp + Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1800-2099.cpp + Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2100-2399.cpp + Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2400-2699.cpp + Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2700-2999.cpp + Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_300-599.cpp + Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_600-899.cpp + Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_900-1199.cpp + LINK + Boost::headers + Boost::log + Boost::regex + Gaudi::GaudiAlgLib + Gaudi::GaudiKernel + LHCb::CaloUtils + LHCb::LHCbKernel + LHCb::LoKiCoreLib + LHCb::MCEvent + LHCb::MCInterfaces + LHCb::PhysEvent + LHCb::PhysInterfacesLib + LHCb::RecEvent + LHCb::TrackEvent + Phys::DaVinciInterfacesLib + Phys::DaVinciMCKernelLib + Phys::DaVinciKernelLib + Phys::LoKiArrayFunctorsLib + Phys::LoKiPhysLib + Phys::LoKiProtoParticles + Rec::RecInterfacesLib + ROOT::Core + ROOT::GenVector + ROOT::MathCore + ROOT::TMVA + ) + +# gaudi_install(PYTHON) + +# Disable all but leak sanitizers for all factory compilations that include TMVA +# auto-generated code, as these tend to explode compilation times.. +string(TOUPPER "${CMAKE_BUILD_TYPE}" _build_type_up) +if(_build_type_up MATCHES "^(A|T|UB)SAN$") + message(STATUS "Disabling ${CMAKE_BUILD_TYPE} sanitizer for TMVA generated code.") + file(GLOB_RECURSE FT_TMVA_FILES "src/Taggers/*.cpp") + foreach(TMVA_FILE IN LISTS FT_TMVA_FILES) + # This disables all sanitizers for all files under src/Taggers + # Probably more than really required, but easiest for now. + set_property(SOURCE ${TMVA_FILE} APPEND PROPERTY COMPILE_OPTIONS "-fno-sanitize=all") + endforeach() +endif() \ No newline at end of file diff --git a/Phys/FunctionalFlavourTagging/Classification/SSPion/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h b/Phys/FunctionalFlavourTagging/Classification/SSPion/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h new file mode 100644 index 000000000..ad9cef6b3 --- /dev/null +++ b/Phys/FunctionalFlavourTagging/Classification/SSPion/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h @@ -0,0 +1,49 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#pragma once + +#include <cmath> +#include <iostream> +#include <vector> + +#include "../TaggingClassifierTMVA.h" + +/* @brief Split-up version of SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r0 BDT. + * See https://its.cern.ch/jira/browse/LHCBPS-1726 + * + * Generated using python bdt2cpp v0.1.2. + */ +class SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1 : public TaggingClassifierTMVA { + +public: + double GetMvaValue( const std::vector<double>& featureValues ) const override { + return normed( ensemble( featureValues ) ); + }; + +private: + double tree_0( const std::vector<double>& features ) const; + double tree_1( const std::vector<double>& features ) const; + double tree_2( const std::vector<double>& features ) const; + double tree_3( const std::vector<double>& features ) const; + double tree_4( const std::vector<double>& features ) const; + double tree_5( const std::vector<double>& features ) const; + double tree_6( const std::vector<double>& features ) const; + double tree_7( const std::vector<double>& features ) const; + double tree_8( const std::vector<double>& features ) const; + double tree_9( const std::vector<double>& features ) const; + + double ensemble( const std::vector<double>& features ) const { + return tree_0( features ) + tree_1( features ) + tree_2( features ) + tree_3( features ) + tree_4( features ) + + tree_5( features ) + tree_6( features ) + tree_7( features ) + tree_8( features ) + tree_9( features ); + }; + + double normed( double value ) const { return value / 0.357236; }; +}; diff --git a/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_0-299.cpp b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_0-299.cpp new file mode 100644 index 000000000..decc3400d --- /dev/null +++ b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_0-299.cpp @@ -0,0 +1,3882 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include <vector> + +#include "../SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" + +/* @brief a BDT implementation, returning the sum of all tree weights given + * a feature vector + */ +double SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1::tree_0( const std::vector<double>& features ) const { + double sum = 0; + + // tree 0 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000405222; + } else { + sum += 0.000405222; + } + } else { + sum += -0.000405222; + } + // tree 1 + if ( features[5] < 0.628848 ) { + if ( features[0] < 1.69912 ) { + sum += -0.000396443; + } else { + sum += 0.000396443; + } + } else { + if ( features[12] < 3.97855 ) { + sum += 0.000396443; + } else { + sum += -0.000396443; + } + } + // tree 2 + if ( features[7] < 0.538043 ) { + if ( features[7] < 0.352984 ) { + sum += -0.000347009; + } else { + sum += 0.000347009; + } + } else { + if ( features[1] < 0.205661 ) { + sum += -0.000347009; + } else { + sum += 0.000347009; + } + } + // tree 3 + if ( features[5] < 0.628848 ) { + if ( features[9] < 1.87281 ) { + sum += -0.000368968; + } else { + sum += 0.000368968; + } + } else { + sum += -0.000368968; + } + // tree 4 + if ( features[5] < 0.628848 ) { + if ( features[0] < 1.69912 ) { + sum += -0.000385586; + } else { + sum += 0.000385586; + } + } else { + sum += -0.000385586; + } + // tree 5 + if ( features[4] < -0.9484 ) { + if ( features[1] < -0.508251 ) { + sum += -0.000349664; + } else { + sum += 0.000349664; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000349664; + } else { + sum += -0.000349664; + } + } + // tree 6 + if ( features[7] < 0.538043 ) { + if ( features[11] < 1.74994 ) { + sum += 0.000346007; + } else { + sum += -0.000346007; + } + } else { + if ( features[5] < 0.633985 ) { + sum += 0.000346007; + } else { + sum += -0.000346007; + } + } + // tree 7 + if ( features[5] < 0.628848 ) { + if ( features[8] < 1.89056 ) { + sum += -0.000370284; + } else { + sum += 0.000370284; + } + } else { + sum += -0.000370284; + } + // tree 8 + if ( features[4] < -0.9484 ) { + if ( features[5] < 0.61187 ) { + sum += 0.000354059; + } else { + sum += -0.000354059; + } + } else { + if ( features[5] < 0.6253 ) { + sum += 0.000354059; + } else { + sum += -0.000354059; + } + } + // tree 9 + if ( features[6] < -1.05893 ) { + sum += 0.000249182; + } else { + if ( features[4] < -1.81665 ) { + sum += 0.000249182; + } else { + sum += -0.000249182; + } + } + // tree 10 + if ( features[6] < -1.05893 ) { + if ( features[4] < -0.252664 ) { + sum += 0.000340823; + } else { + sum += -0.000340823; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000340823; + } else { + sum += -0.000340823; + } + } + // tree 11 + if ( features[6] < -1.05893 ) { + if ( features[0] < 1.82578 ) { + sum += -0.000273202; + } else { + sum += 0.000273202; + } + } else { + sum += -0.000273202; + } + // tree 12 + if ( features[4] < -0.9484 ) { + if ( features[6] < -0.207586 ) { + sum += 0.00032188; + } else { + sum += -0.00032188; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.00032188; + } else { + sum += -0.00032188; + } + } + // tree 13 + if ( features[5] < 0.628848 ) { + if ( features[0] < 1.69912 ) { + sum += -0.00038304; + } else { + sum += 0.00038304; + } + } else { + if ( features[12] < 3.97855 ) { + sum += 0.00038304; + } else { + sum += -0.00038304; + } + } + // tree 14 + if ( features[7] < 0.538043 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000398761; + } else { + sum += 0.000398761; + } + } else { + if ( features[1] < 0.205661 ) { + sum += -0.000398761; + } else { + sum += 0.000398761; + } + } + // tree 15 + if ( features[4] < -0.9484 ) { + if ( features[0] < 1.68517 ) { + sum += -0.000286365; + } else { + sum += 0.000286365; + } + } else { + sum += -0.000286365; + } + // tree 16 + if ( features[7] < 0.538043 ) { + if ( features[7] < 0.352984 ) { + sum += -0.000302612; + } else { + sum += 0.000302612; + } + } else { + if ( features[8] < 2.75674 ) { + sum += -0.000302612; + } else { + sum += 0.000302612; + } + } + // tree 17 + if ( features[5] < 0.628848 ) { + if ( features[0] < 1.69912 ) { + sum += -0.000371304; + } else { + sum += 0.000371304; + } + } else { + sum += -0.000371304; + } + // tree 18 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.32813 ) { + sum += 0.000325584; + } else { + sum += -0.000325584; + } + } else { + if ( features[1] < -0.30431 ) { + sum += -0.000325584; + } else { + sum += 0.000325584; + } + } + // tree 19 + if ( features[4] < -0.9484 ) { + if ( features[12] < 4.93509 ) { + sum += 0.000273391; + } else { + sum += -0.000273391; + } + } else { + sum += -0.000273391; + } + // tree 20 + if ( features[4] < -0.9484 ) { + if ( features[5] < 0.61187 ) { + sum += 0.000336805; + } else { + sum += -0.000336805; + } + } else { + if ( features[7] < 0.467195 ) { + sum += 0.000336805; + } else { + sum += -0.000336805; + } + } + // tree 21 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000267293; + } else { + sum += 0.000267293; + } + } else { + if ( features[8] < 2.63363 ) { + sum += -0.000267293; + } else { + sum += 0.000267293; + } + } + // tree 22 + if ( features[4] < -0.9484 ) { + if ( features[1] < -0.508251 ) { + sum += -0.000348999; + } else { + sum += 0.000348999; + } + } else { + if ( features[7] < 0.467195 ) { + sum += 0.000348999; + } else { + sum += -0.000348999; + } + } + // tree 23 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000388158; + } else { + sum += 0.000388158; + } + } else { + if ( features[12] < 3.97855 ) { + sum += 0.000388158; + } else { + sum += -0.000388158; + } + } + // tree 24 + if ( features[4] < -0.9484 ) { + if ( features[5] < 0.61187 ) { + sum += 0.000338458; + } else { + sum += -0.000338458; + } + } else { + if ( features[5] < 0.6253 ) { + sum += 0.000338458; + } else { + sum += -0.000338458; + } + } + // tree 25 + if ( features[5] < 0.628848 ) { + if ( features[8] < 1.89056 ) { + sum += -0.000360946; + } else { + sum += 0.000360946; + } + } else { + if ( features[12] < 3.97855 ) { + sum += 0.000360946; + } else { + sum += -0.000360946; + } + } + // tree 26 + if ( features[1] < -0.100321 ) { + if ( features[7] < 0.501269 ) { + sum += 0.000324134; + } else { + sum += -0.000324134; + } + } else { + if ( features[5] < 0.577211 ) { + sum += 0.000324134; + } else { + sum += -0.000324134; + } + } + // tree 27 + if ( features[5] < 0.628848 ) { + if ( features[0] < 1.69912 ) { + sum += -0.000368691; + } else { + sum += 0.000368691; + } + } else { + if ( features[12] < 3.97855 ) { + sum += 0.000368691; + } else { + sum += -0.000368691; + } + } + // tree 28 + if ( features[5] < 0.628848 ) { + if ( features[8] < 1.89056 ) { + sum += -0.000349002; + } else { + sum += 0.000349002; + } + } else { + sum += -0.000349002; + } + // tree 29 + if ( features[5] < 0.628848 ) { + if ( features[12] < 4.93509 ) { + sum += 0.000339098; + } else { + sum += -0.000339098; + } + } else { + if ( features[12] < 3.97855 ) { + sum += 0.000339098; + } else { + sum += -0.000339098; + } + } + // tree 30 + if ( features[7] < 0.538043 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000399989; + } else { + sum += 0.000399989; + } + } else { + if ( features[5] < 0.633985 ) { + sum += 0.000399989; + } else { + sum += -0.000399989; + } + } + // tree 31 + if ( features[7] < 0.538043 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000331885; + } else { + sum += 0.000331885; + } + } else { + sum += -0.000331885; + } + // tree 32 + if ( features[4] < -0.9484 ) { + if ( features[8] < 2.22547 ) { + sum += -0.00027719; + } else { + sum += 0.00027719; + } + } else { + if ( features[7] < 0.467195 ) { + sum += 0.00027719; + } else { + sum += -0.00027719; + } + } + // tree 33 + if ( features[7] < 0.538043 ) { + if ( features[11] < 1.74994 ) { + sum += 0.000321489; + } else { + sum += -0.000321489; + } + } else { + if ( features[5] < 0.633985 ) { + sum += 0.000321489; + } else { + sum += -0.000321489; + } + } + // tree 34 + if ( features[5] < 0.628848 ) { + if ( features[0] < 1.69912 ) { + sum += -0.000360993; + } else { + sum += 0.000360993; + } + } else { + if ( features[12] < 3.97855 ) { + sum += 0.000360993; + } else { + sum += -0.000360993; + } + } + // tree 35 + if ( features[1] < -0.100321 ) { + if ( features[12] < 3.85898 ) { + sum += 0.000335062; + } else { + sum += -0.000335062; + } + } else { + if ( features[9] < 1.91817 ) { + sum += -0.000335062; + } else { + sum += 0.000335062; + } + } + // tree 36 + if ( features[1] < -0.100321 ) { + if ( features[12] < 3.85898 ) { + sum += 0.000332761; + } else { + sum += -0.000332761; + } + } else { + if ( features[8] < 1.87348 ) { + sum += -0.000332761; + } else { + sum += 0.000332761; + } + } + // tree 37 + if ( features[7] < 0.538043 ) { + if ( features[0] < 1.71436 ) { + sum += -0.000315587; + } else { + sum += 0.000315587; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000315587; + } else { + sum += 0.000315587; + } + } + // tree 38 + if ( features[5] < 0.628848 ) { + if ( features[7] < 0.354096 ) { + sum += -0.0003339; + } else { + sum += 0.0003339; + } + } else { + sum += -0.0003339; + } + // tree 39 + if ( features[10] < -27.4195 ) { + if ( features[7] < 0.75287 ) { + sum += 0.000320313; + } else { + sum += -0.000320313; + } + } else { + if ( features[5] < 0.627964 ) { + sum += 0.000320313; + } else { + sum += -0.000320313; + } + } + // tree 40 + if ( features[9] < 2.16313 ) { + if ( features[6] < -2.30775 ) { + sum += 0.000324364; + } else { + sum += -0.000324364; + } + } else { + if ( features[5] < 0.660665 ) { + sum += 0.000324364; + } else { + sum += -0.000324364; + } + } + // tree 41 + if ( features[8] < 2.24069 ) { + if ( features[5] < 0.527066 ) { + sum += 0.000274373; + } else { + sum += -0.000274373; + } + } else { + if ( features[4] < -0.600576 ) { + sum += 0.000274373; + } else { + sum += -0.000274373; + } + } + // tree 42 + if ( features[5] < 0.628848 ) { + if ( features[8] < 1.89056 ) { + sum += -0.000342759; + } else { + sum += 0.000342759; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000342759; + } else { + sum += -0.000342759; + } + } + // tree 43 + if ( features[1] < -0.100321 ) { + if ( features[5] < 0.627964 ) { + sum += 0.000301278; + } else { + sum += -0.000301278; + } + } else { + if ( features[6] < -0.645187 ) { + sum += 0.000301278; + } else { + sum += -0.000301278; + } + } + // tree 44 + if ( features[4] < -0.9484 ) { + if ( features[1] < -0.508251 ) { + sum += -0.000334362; + } else { + sum += 0.000334362; + } + } else { + if ( features[5] < 0.6253 ) { + sum += 0.000334362; + } else { + sum += -0.000334362; + } + } + // tree 45 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000354141; + } else { + sum += 0.000354141; + } + } else { + sum += -0.000354141; + } + // tree 46 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000352213; + } else { + sum += 0.000352213; + } + } else { + sum += -0.000352213; + } + // tree 47 + if ( features[5] < 0.628848 ) { + sum += 0.000310668; + } else { + if ( features[5] < 0.756141 ) { + sum += 0.000310668; + } else { + sum += -0.000310668; + } + } + // tree 48 + if ( features[9] < 2.16313 ) { + if ( features[7] < 0.480746 ) { + sum += 0.000350129; + } else { + sum += -0.000350129; + } + } else { + if ( features[5] < 0.660665 ) { + sum += 0.000350129; + } else { + sum += -0.000350129; + } + } + // tree 49 + if ( features[7] < 0.538043 ) { + if ( features[0] < 1.71436 ) { + sum += -0.000287212; + } else { + sum += 0.000287212; + } + } else { + sum += -0.000287212; + } + // tree 50 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000357541; + } else { + sum += 0.000357541; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000357541; + } else { + sum += -0.000357541; + } + } + // tree 51 + if ( features[4] < -0.9484 ) { + if ( features[4] < -1.36926 ) { + sum += 0.00024892; + } else { + sum += -0.00024892; + } + } else { + if ( features[7] < 0.467195 ) { + sum += 0.00024892; + } else { + sum += -0.00024892; + } + } + // tree 52 + if ( features[5] < 0.628848 ) { + if ( features[8] < 1.89056 ) { + sum += -0.00033248; + } else { + sum += 0.00033248; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.00033248; + } else { + sum += -0.00033248; + } + } + // tree 53 + if ( features[7] < 0.538043 ) { + if ( features[7] < 0.352984 ) { + sum += -0.000331168; + } else { + sum += 0.000331168; + } + } else { + if ( features[5] < 0.633985 ) { + sum += 0.000331168; + } else { + sum += -0.000331168; + } + } + // tree 54 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.000291524; + } else { + sum += -0.000291524; + } + } else { + sum += -0.000291524; + } + // tree 55 + if ( features[4] < -0.9484 ) { + if ( features[1] < -0.508251 ) { + sum += -0.000300041; + } else { + sum += 0.000300041; + } + } else { + sum += -0.000300041; + } + // tree 56 + if ( features[7] < 0.538043 ) { + if ( features[0] < 1.71436 ) { + sum += -0.000332441; + } else { + sum += 0.000332441; + } + } else { + if ( features[1] < 0.205661 ) { + sum += -0.000332441; + } else { + sum += 0.000332441; + } + } + // tree 57 + if ( features[7] < 0.538043 ) { + if ( features[0] < 1.71436 ) { + sum += -0.000342474; + } else { + sum += 0.000342474; + } + } else { + if ( features[5] < 0.633985 ) { + sum += 0.000342474; + } else { + sum += -0.000342474; + } + } + // tree 58 + if ( features[7] < 0.538043 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000347954; + } else { + sum += 0.000347954; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000347954; + } else { + sum += -0.000347954; + } + } + // tree 59 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000341057; + } else { + sum += 0.000341057; + } + } else { + if ( features[5] < 0.756141 ) { + sum += 0.000341057; + } else { + sum += -0.000341057; + } + } + // tree 60 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000337355; + } else { + sum += 0.000337355; + } + } else { + sum += -0.000337355; + } + // tree 61 + if ( features[7] < 0.538043 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000367772; + } else { + sum += 0.000367772; + } + } else { + if ( features[5] < 0.633985 ) { + sum += 0.000367772; + } else { + sum += -0.000367772; + } + } + // tree 62 + if ( features[5] < 0.628848 ) { + if ( features[9] < 1.87281 ) { + sum += -0.000316854; + } else { + sum += 0.000316854; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000316854; + } else { + sum += -0.000316854; + } + } + // tree 63 + if ( features[6] < -1.05893 ) { + if ( features[0] < 1.82578 ) { + sum += -0.000298236; + } else { + sum += 0.000298236; + } + } else { + if ( features[7] < 0.515043 ) { + sum += 0.000298236; + } else { + sum += -0.000298236; + } + } + // tree 64 + if ( features[4] < -0.9484 ) { + if ( features[0] < 1.68517 ) { + sum += -0.000272629; + } else { + sum += 0.000272629; + } + } else { + if ( features[5] < 0.6253 ) { + sum += 0.000272629; + } else { + sum += -0.000272629; + } + } + // tree 65 + if ( features[8] < 2.24069 ) { + if ( features[1] < 0.164527 ) { + sum += -0.000249597; + } else { + sum += 0.000249597; + } + } else { + if ( features[1] < -0.30431 ) { + sum += -0.000249597; + } else { + sum += 0.000249597; + } + } + // tree 66 + if ( features[4] < -0.9484 ) { + if ( features[6] < -0.207586 ) { + sum += 0.000287405; + } else { + sum += -0.000287405; + } + } else { + if ( features[7] < 0.467195 ) { + sum += 0.000287405; + } else { + sum += -0.000287405; + } + } + // tree 67 + if ( features[5] < 0.628848 ) { + sum += 0.000296256; + } else { + if ( features[7] < 0.47715 ) { + sum += 0.000296256; + } else { + sum += -0.000296256; + } + } + // tree 68 + if ( features[7] < 0.538043 ) { + if ( features[7] < 0.352984 ) { + sum += -0.000289566; + } else { + sum += 0.000289566; + } + } else { + if ( features[4] < -1.9909 ) { + sum += 0.000289566; + } else { + sum += -0.000289566; + } + } + // tree 69 + if ( features[1] < -0.100321 ) { + if ( features[8] < 1.55126 ) { + sum += 0.000227103; + } else { + sum += -0.000227103; + } + } else { + sum += 0.000227103; + } + // tree 70 + if ( features[1] < -0.100321 ) { + if ( features[5] < 0.627964 ) { + sum += 0.000310058; + } else { + sum += -0.000310058; + } + } else { + if ( features[9] < 1.91817 ) { + sum += -0.000310058; + } else { + sum += 0.000310058; + } + } + // tree 71 + if ( features[9] < 2.16313 ) { + if ( features[12] < 4.08991 ) { + sum += 0.000301868; + } else { + sum += -0.000301868; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000301868; + } else { + sum += 0.000301868; + } + } + // tree 72 + if ( features[5] < 0.628848 ) { + sum += 0.000297809; + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000297809; + } else { + sum += -0.000297809; + } + } + // tree 73 + if ( features[1] < -0.100321 ) { + if ( features[4] < -1.99208 ) { + sum += 0.000243765; + } else { + sum += -0.000243765; + } + } else { + if ( features[12] < 4.81552 ) { + sum += 0.000243765; + } else { + sum += -0.000243765; + } + } + // tree 74 + if ( features[7] < 0.538043 ) { + if ( features[4] < -0.600526 ) { + sum += 0.000283921; + } else { + sum += -0.000283921; + } + } else { + if ( features[1] < 0.205661 ) { + sum += -0.000283921; + } else { + sum += 0.000283921; + } + } + // tree 75 + if ( features[7] < 0.538043 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000336304; + } else { + sum += 0.000336304; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000336304; + } else { + sum += -0.000336304; + } + } + // tree 76 + if ( features[4] < -0.9484 ) { + if ( features[5] < 0.813879 ) { + sum += 0.000268179; + } else { + sum += -0.000268179; + } + } else { + if ( features[4] < -0.813726 ) { + sum += 0.000268179; + } else { + sum += -0.000268179; + } + } + // tree 77 + if ( features[1] < -0.100321 ) { + if ( features[12] < 3.85898 ) { + sum += 0.0003111; + } else { + sum += -0.0003111; + } + } else { + if ( features[9] < 1.91817 ) { + sum += -0.0003111; + } else { + sum += 0.0003111; + } + } + // tree 78 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000326151; + } else { + sum += 0.000326151; + } + } else { + if ( features[5] < 0.756141 ) { + sum += 0.000326151; + } else { + sum += -0.000326151; + } + } + // tree 79 + if ( features[5] < 0.628848 ) { + if ( features[0] < 1.69912 ) { + sum += -0.000308924; + } else { + sum += 0.000308924; + } + } else { + sum += -0.000308924; + } + // tree 80 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.32813 ) { + sum += 0.000287322; + } else { + sum += -0.000287322; + } + } else { + if ( features[4] < -0.600576 ) { + sum += 0.000287322; + } else { + sum += -0.000287322; + } + } + // tree 81 + if ( features[5] < 0.628848 ) { + if ( features[9] < 1.87281 ) { + sum += -0.000302769; + } else { + sum += 0.000302769; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000302769; + } else { + sum += -0.000302769; + } + } + // tree 82 + if ( features[6] < -1.05893 ) { + if ( features[4] < -0.252664 ) { + sum += 0.000300167; + } else { + sum += -0.000300167; + } + } else { + if ( features[7] < 0.515043 ) { + sum += 0.000300167; + } else { + sum += -0.000300167; + } + } + // tree 83 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.00032135; + } else { + sum += 0.00032135; + } + } else { + if ( features[5] < 0.756141 ) { + sum += 0.00032135; + } else { + sum += -0.00032135; + } + } + // tree 84 + if ( features[4] < -1.29629 ) { + if ( features[9] < 1.84342 ) { + sum += -0.000263097; + } else { + sum += 0.000263097; + } + } else { + if ( features[5] < 0.620136 ) { + sum += 0.000263097; + } else { + sum += -0.000263097; + } + } + // tree 85 + if ( features[4] < -1.29629 ) { + if ( features[1] < -0.406259 ) { + sum += -0.000291308; + } else { + sum += 0.000291308; + } + } else { + if ( features[5] < 0.793204 ) { + sum += 0.000291308; + } else { + sum += -0.000291308; + } + } + // tree 86 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000302316; + } else { + sum += -0.000302316; + } + } else { + if ( features[7] < 0.749475 ) { + sum += 0.000302316; + } else { + sum += -0.000302316; + } + } + // tree 87 + if ( features[7] < 0.538043 ) { + if ( features[0] < 1.71436 ) { + sum += -0.0003181; + } else { + sum += 0.0003181; + } + } else { + if ( features[5] < 0.633985 ) { + sum += 0.0003181; + } else { + sum += -0.0003181; + } + } + // tree 88 + if ( features[5] < 0.628848 ) { + if ( features[0] < 1.69912 ) { + sum += -0.000312986; + } else { + sum += 0.000312986; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000312986; + } else { + sum += -0.000312986; + } + } + // tree 89 + if ( features[1] < -0.30431 ) { + if ( features[1] < -0.4425 ) { + sum += -0.000294176; + } else { + sum += 0.000294176; + } + } else { + if ( features[5] < 0.576931 ) { + sum += 0.000294176; + } else { + sum += -0.000294176; + } + } + // tree 90 + if ( features[4] < -1.29629 ) { + if ( features[5] < 0.754354 ) { + sum += 0.00027952; + } else { + sum += -0.00027952; + } + } else { + if ( features[5] < 0.793204 ) { + sum += 0.00027952; + } else { + sum += -0.00027952; + } + } + // tree 91 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000321176; + } else { + sum += 0.000321176; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000321176; + } else { + sum += -0.000321176; + } + } + // tree 92 + if ( features[1] < -0.30431 ) { + sum += -0.000291018; + } else { + if ( features[5] < 0.576931 ) { + sum += 0.000291018; + } else { + sum += -0.000291018; + } + } + // tree 93 + if ( features[5] < 0.628848 ) { + if ( features[0] < 1.69912 ) { + sum += -0.000300777; + } else { + sum += 0.000300777; + } + } else { + if ( features[5] < 0.756141 ) { + sum += 0.000300777; + } else { + sum += -0.000300777; + } + } + // tree 94 + if ( features[5] < 0.628848 ) { + if ( features[0] < 1.69912 ) { + sum += -0.000306639; + } else { + sum += 0.000306639; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000306639; + } else { + sum += -0.000306639; + } + } + // tree 95 + if ( features[6] < -1.05893 ) { + if ( features[4] < -0.252664 ) { + sum += 0.000278042; + } else { + sum += -0.000278042; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000278042; + } else { + sum += -0.000278042; + } + } + // tree 96 + if ( features[1] < -0.30431 ) { + sum += -0.000287452; + } else { + if ( features[5] < 0.576931 ) { + sum += 0.000287452; + } else { + sum += -0.000287452; + } + } + // tree 97 + if ( features[1] < -0.30431 ) { + if ( features[1] < -0.4425 ) { + sum += -0.000287131; + } else { + sum += 0.000287131; + } + } else { + if ( features[5] < 0.784599 ) { + sum += 0.000287131; + } else { + sum += -0.000287131; + } + } + // tree 98 + if ( features[1] < -0.30431 ) { + if ( features[4] < -2.16603 ) { + sum += 0.000290058; + } else { + sum += -0.000290058; + } + } else { + if ( features[7] < 0.749475 ) { + sum += 0.000290058; + } else { + sum += -0.000290058; + } + } + // tree 99 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000301596; + } else { + sum += 0.000301596; + } + } else { + sum += -0.000301596; + } + // tree 100 + if ( features[5] < 0.784599 ) { + sum += 0.000261008; + } else { + sum += -0.000261008; + } + // tree 101 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 0.000245416; + } else { + sum += -0.000245416; + } + } else { + if ( features[7] < 0.501208 ) { + sum += 0.000245416; + } else { + sum += -0.000245416; + } + } + // tree 102 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000299314; + } else { + sum += 0.000299314; + } + } else { + sum += -0.000299314; + } + // tree 103 + if ( features[7] < 0.538043 ) { + if ( features[0] < 1.71436 ) { + sum += -0.00028061; + } else { + sum += 0.00028061; + } + } else { + if ( features[4] < -1.9909 ) { + sum += 0.00028061; + } else { + sum += -0.00028061; + } + } + // tree 104 + if ( features[5] < 0.784599 ) { + if ( features[0] < 1.68308 ) { + sum += -0.000301068; + } else { + sum += 0.000301068; + } + } else { + sum += -0.000301068; + } + // tree 105 + if ( features[1] < -0.30431 ) { + sum += -0.00026407; + } else { + if ( features[4] < -0.774141 ) { + sum += 0.00026407; + } else { + sum += -0.00026407; + } + } + // tree 106 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000246664; + } else { + sum += 0.000246664; + } + } else { + if ( features[9] < 2.62832 ) { + sum += -0.000246664; + } else { + sum += 0.000246664; + } + } + // tree 107 + if ( features[5] < 0.784599 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000303358; + } else { + sum += 0.000303358; + } + } else { + sum += -0.000303358; + } + // tree 108 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000287216; + } else { + sum += -0.000287216; + } + } else { + if ( features[7] < 0.749475 ) { + sum += 0.000287216; + } else { + sum += -0.000287216; + } + } + // tree 109 + if ( features[5] < 0.784599 ) { + sum += 0.000254814; + } else { + sum += -0.000254814; + } + // tree 110 + if ( features[1] < -0.30431 ) { + if ( features[12] < 3.85898 ) { + sum += 0.000284214; + } else { + sum += -0.000284214; + } + } else { + if ( features[5] < 0.576931 ) { + sum += 0.000284214; + } else { + sum += -0.000284214; + } + } + // tree 111 + if ( features[5] < 0.784599 ) { + if ( features[1] < -0.61026 ) { + sum += -0.00030508; + } else { + sum += 0.00030508; + } + } else { + sum += -0.00030508; + } + // tree 112 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000257684; + } else { + sum += 0.000257684; + } + } else { + if ( features[5] < 0.788925 ) { + sum += 0.000257684; + } else { + sum += -0.000257684; + } + } + // tree 113 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000295898; + } else { + sum += 0.000295898; + } + } else { + if ( features[5] < 0.756141 ) { + sum += 0.000295898; + } else { + sum += -0.000295898; + } + } + // tree 114 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.0002553; + } else { + sum += -0.0002553; + } + } else { + if ( features[9] < 1.87289 ) { + sum += -0.0002553; + } else { + sum += 0.0002553; + } + } + // tree 115 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000290138; + } else { + sum += 0.000290138; + } + } else { + sum += -0.000290138; + } + // tree 116 + if ( features[5] < 0.628848 ) { + if ( features[12] < 4.93509 ) { + sum += 0.000262733; + } else { + sum += -0.000262733; + } + } else { + if ( features[5] < 0.756141 ) { + sum += 0.000262733; + } else { + sum += -0.000262733; + } + } + // tree 117 + if ( features[3] < 0.048366 ) { + if ( features[5] < 0.784599 ) { + sum += 0.000249922; + } else { + sum += -0.000249922; + } + } else { + if ( features[1] < -0.508269 ) { + sum += -0.000249922; + } else { + sum += 0.000249922; + } + } + // tree 118 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.000275002; + } else { + sum += -0.000275002; + } + } else { + if ( features[7] < 0.501208 ) { + sum += 0.000275002; + } else { + sum += -0.000275002; + } + } + // tree 119 + if ( features[1] < -0.100321 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000231725; + } else { + sum += -0.000231725; + } + } else { + if ( features[12] < 4.81552 ) { + sum += 0.000231725; + } else { + sum += -0.000231725; + } + } + // tree 120 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000296796; + } else { + sum += 0.000296796; + } + } else { + if ( features[5] < 0.788925 ) { + sum += 0.000296796; + } else { + sum += -0.000296796; + } + } + // tree 121 + if ( features[1] < -0.100321 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000256341; + } else { + sum += -0.000256341; + } + } else { + if ( features[6] < -0.645187 ) { + sum += 0.000256341; + } else { + sum += -0.000256341; + } + } + // tree 122 + if ( features[5] < 0.628848 ) { + if ( features[9] < 1.96958 ) { + sum += -0.000262379; + } else { + sum += 0.000262379; + } + } else { + sum += -0.000262379; + } + // tree 123 + if ( features[5] < 0.628848 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000274941; + } else { + sum += 0.000274941; + } + } else { + if ( features[5] < 0.756141 ) { + sum += 0.000274941; + } else { + sum += -0.000274941; + } + } + // tree 124 + if ( features[5] < 0.628848 ) { + if ( features[8] < 1.89056 ) { + sum += -0.000282235; + } else { + sum += 0.000282235; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000282235; + } else { + sum += -0.000282235; + } + } + // tree 125 + if ( features[1] < -0.30431 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000274738; + } else { + sum += -0.000274738; + } + } else { + if ( features[5] < 0.576931 ) { + sum += 0.000274738; + } else { + sum += -0.000274738; + } + } + // tree 126 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000277235; + } else { + sum += -0.000277235; + } + } else { + if ( features[5] < 0.576931 ) { + sum += 0.000277235; + } else { + sum += -0.000277235; + } + } + // tree 127 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000291904; + } else { + sum += 0.000291904; + } + } else { + if ( features[5] < 0.788925 ) { + sum += 0.000291904; + } else { + sum += -0.000291904; + } + } + // tree 128 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000249744; + } else { + sum += 0.000249744; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000249744; + } else { + sum += -0.000249744; + } + } + // tree 129 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 0.000228248; + } else { + sum += -0.000228248; + } + } else { + if ( features[4] < -2.16593 ) { + sum += 0.000228248; + } else { + sum += -0.000228248; + } + } + // tree 130 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000248073; + } else { + sum += -0.000248073; + } + } else { + if ( features[9] < 1.87289 ) { + sum += -0.000248073; + } else { + sum += 0.000248073; + } + } + // tree 131 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000292364; + } else { + sum += 0.000292364; + } + } else { + if ( features[7] < 0.47715 ) { + sum += 0.000292364; + } else { + sum += -0.000292364; + } + } + // tree 132 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.784599 ) { + sum += 0.00024567; + } else { + sum += -0.00024567; + } + } else { + sum += -0.00024567; + } + // tree 133 + if ( features[5] < 0.784599 ) { + if ( features[12] < 4.93509 ) { + sum += 0.000280042; + } else { + sum += -0.000280042; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000280042; + } else { + sum += -0.000280042; + } + } + // tree 134 + if ( features[1] < -0.30431 ) { + sum += -0.000262315; + } else { + if ( features[5] < 0.576931 ) { + sum += 0.000262315; + } else { + sum += -0.000262315; + } + } + // tree 135 + if ( features[5] < 0.784599 ) { + if ( features[1] < -0.61026 ) { + sum += -0.000287138; + } else { + sum += 0.000287138; + } + } else { + sum += -0.000287138; + } + // tree 136 + if ( features[1] < -0.30431 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000267538; + } else { + sum += -0.000267538; + } + } else { + if ( features[5] < 0.576931 ) { + sum += 0.000267538; + } else { + sum += -0.000267538; + } + } + // tree 137 + if ( features[5] < 0.784599 ) { + if ( features[1] < -0.61026 ) { + sum += -0.000285061; + } else { + sum += 0.000285061; + } + } else { + sum += -0.000285061; + } + // tree 138 + if ( features[5] < 0.784599 ) { + if ( features[12] < 4.93509 ) { + sum += 0.000275571; + } else { + sum += -0.000275571; + } + } else { + sum += -0.000275571; + } + // tree 139 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000252254; + } else { + sum += 0.000252254; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000252254; + } else { + sum += 0.000252254; + } + } + // tree 140 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000285593; + } else { + sum += 0.000285593; + } + } else { + if ( features[7] < 0.47715 ) { + sum += 0.000285593; + } else { + sum += -0.000285593; + } + } + // tree 141 + if ( features[5] < 0.628848 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000263365; + } else { + sum += 0.000263365; + } + } else { + if ( features[5] < 0.756141 ) { + sum += 0.000263365; + } else { + sum += -0.000263365; + } + } + // tree 142 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000283395; + } else { + sum += 0.000283395; + } + } else { + if ( features[7] < 0.47715 ) { + sum += 0.000283395; + } else { + sum += -0.000283395; + } + } + // tree 143 + if ( features[5] < 0.628848 ) { + if ( features[0] < 1.69912 ) { + sum += -0.000275346; + } else { + sum += 0.000275346; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000275346; + } else { + sum += -0.000275346; + } + } + // tree 144 + if ( features[6] < -1.05893 ) { + if ( features[5] < 0.781454 ) { + sum += 0.000260588; + } else { + sum += -0.000260588; + } + } else { + if ( features[7] < 0.515043 ) { + sum += 0.000260588; + } else { + sum += -0.000260588; + } + } + // tree 145 + if ( features[1] < -0.30431 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000261619; + } else { + sum += -0.000261619; + } + } else { + if ( features[5] < 0.576931 ) { + sum += 0.000261619; + } else { + sum += -0.000261619; + } + } + // tree 146 + if ( features[5] < 0.784599 ) { + if ( features[8] < 1.82785 ) { + sum += -0.000240177; + } else { + sum += 0.000240177; + } + } else { + if ( features[7] < 0.495522 ) { + sum += 0.000240177; + } else { + sum += -0.000240177; + } + } + // tree 147 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.000272933; + } else { + sum += -0.000272933; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000272933; + } else { + sum += 0.000272933; + } + } + // tree 148 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000246221; + } else { + sum += 0.000246221; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000246221; + } else { + sum += -0.000246221; + } + } + // tree 149 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000279754; + } else { + sum += 0.000279754; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000279754; + } else { + sum += -0.000279754; + } + } + // tree 150 + if ( features[5] < 0.784599 ) { + if ( features[8] < 1.82785 ) { + sum += -0.000237722; + } else { + sum += 0.000237722; + } + } else { + if ( features[7] < 0.495522 ) { + sum += 0.000237722; + } else { + sum += -0.000237722; + } + } + // tree 151 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000270199; + } else { + sum += 0.000270199; + } + } else { + if ( features[4] < -1.46626 ) { + sum += 0.000270199; + } else { + sum += -0.000270199; + } + } + // tree 152 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000218481; + } else { + sum += -0.000218481; + } + } else { + if ( features[6] < -0.645187 ) { + sum += 0.000218481; + } else { + sum += -0.000218481; + } + } + // tree 153 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000243828; + } else { + sum += 0.000243828; + } + } else { + if ( features[5] < 0.788925 ) { + sum += 0.000243828; + } else { + sum += -0.000243828; + } + } + // tree 154 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000261869; + } else { + sum += -0.000261869; + } + } else { + if ( features[7] < 0.749475 ) { + sum += 0.000261869; + } else { + sum += -0.000261869; + } + } + // tree 155 + if ( features[1] < -0.30431 ) { + if ( features[1] < -0.4425 ) { + sum += -0.000253408; + } else { + sum += 0.000253408; + } + } else { + if ( features[7] < 0.749475 ) { + sum += 0.000253408; + } else { + sum += -0.000253408; + } + } + // tree 156 + if ( features[7] < 0.721911 ) { + if ( features[12] < 4.92369 ) { + sum += 0.000224189; + } else { + sum += -0.000224189; + } + } else { + if ( features[4] < -1.46626 ) { + sum += 0.000224189; + } else { + sum += -0.000224189; + } + } + // tree 157 + if ( features[1] < -0.30431 ) { + sum += -0.000248383; + } else { + if ( features[7] < 0.749475 ) { + sum += 0.000248383; + } else { + sum += -0.000248383; + } + } + // tree 158 + if ( features[7] < 0.721911 ) { + if ( features[4] < -0.252614 ) { + sum += 0.000218511; + } else { + sum += -0.000218511; + } + } else { + if ( features[5] < 0.788925 ) { + sum += 0.000218511; + } else { + sum += -0.000218511; + } + } + // tree 159 + if ( features[6] < -1.05893 ) { + if ( features[7] < 0.795441 ) { + sum += 0.000223336; + } else { + sum += -0.000223336; + } + } else { + if ( features[7] < 0.515043 ) { + sum += 0.000223336; + } else { + sum += -0.000223336; + } + } + // tree 160 + if ( features[5] < 0.628848 ) { + sum += 0.000237861; + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000237861; + } else { + sum += -0.000237861; + } + } + // tree 161 + if ( features[1] < -0.30431 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000253846; + } else { + sum += -0.000253846; + } + } else { + if ( features[7] < 0.749475 ) { + sum += 0.000253846; + } else { + sum += -0.000253846; + } + } + // tree 162 + if ( features[5] < 0.784599 ) { + if ( features[9] < 1.87281 ) { + sum += -0.000228199; + } else { + sum += 0.000228199; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000228199; + } else { + sum += -0.000228199; + } + } + // tree 163 + if ( features[8] < 2.24069 ) { + if ( features[4] < -1.99199 ) { + sum += 0.000227112; + } else { + sum += -0.000227112; + } + } else { + if ( features[4] < -0.600576 ) { + sum += 0.000227112; + } else { + sum += -0.000227112; + } + } + // tree 164 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.000265343; + } else { + sum += -0.000265343; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000265343; + } else { + sum += 0.000265343; + } + } + // tree 165 + if ( features[1] < -0.30431 ) { + sum += -0.00022393; + } else { + if ( features[9] < 1.87289 ) { + sum += -0.00022393; + } else { + sum += 0.00022393; + } + } + // tree 166 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000268259; + } else { + sum += 0.000268259; + } + } else { + if ( features[5] < 0.788925 ) { + sum += 0.000268259; + } else { + sum += -0.000268259; + } + } + // tree 167 + if ( features[7] < 0.721911 ) { + if ( features[4] < -0.252614 ) { + sum += 0.000213759; + } else { + sum += -0.000213759; + } + } else { + if ( features[5] < 0.788925 ) { + sum += 0.000213759; + } else { + sum += -0.000213759; + } + } + // tree 168 + if ( features[4] < -1.29629 ) { + if ( features[5] < 0.754354 ) { + sum += 0.000228279; + } else { + sum += -0.000228279; + } + } else { + if ( features[5] < 0.793204 ) { + sum += 0.000228279; + } else { + sum += -0.000228279; + } + } + // tree 169 + if ( features[1] < -0.100321 ) { + if ( features[8] < 1.7472 ) { + sum += 0.00023535; + } else { + sum += -0.00023535; + } + } else { + if ( features[7] < 0.784111 ) { + sum += 0.00023535; + } else { + sum += -0.00023535; + } + } + // tree 170 + if ( features[0] < 1.68308 ) { + sum += -0.000233879; + } else { + if ( features[7] < 0.721895 ) { + sum += 0.000233879; + } else { + sum += -0.000233879; + } + } + // tree 171 + if ( features[5] < 0.628848 ) { + if ( features[0] < 1.69912 ) { + sum += -0.000260173; + } else { + sum += 0.000260173; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000260173; + } else { + sum += -0.000260173; + } + } + // tree 172 + if ( features[4] < -1.29629 ) { + if ( features[1] < -0.406259 ) { + sum += -0.000235217; + } else { + sum += 0.000235217; + } + } else { + if ( features[5] < 0.793204 ) { + sum += 0.000235217; + } else { + sum += -0.000235217; + } + } + // tree 173 + if ( features[9] < 2.16313 ) { + if ( features[12] < 4.08991 ) { + sum += 0.000279296; + } else { + sum += -0.000279296; + } + } else { + if ( features[5] < 0.660665 ) { + sum += 0.000279296; + } else { + sum += -0.000279296; + } + } + // tree 174 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000249167; + } else { + sum += 0.000249167; + } + } else { + sum += -0.000249167; + } + // tree 175 + if ( features[1] < -0.30431 ) { + if ( features[12] < 4.33725 ) { + sum += 0.00024683; + } else { + sum += -0.00024683; + } + } else { + if ( features[7] < 0.749475 ) { + sum += 0.00024683; + } else { + sum += -0.00024683; + } + } + // tree 176 + if ( features[5] < 0.784599 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000261758; + } else { + sum += 0.000261758; + } + } else { + sum += -0.000261758; + } + // tree 177 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000228441; + } else { + sum += 0.000228441; + } + } else { + sum += -0.000228441; + } + // tree 178 + if ( features[9] < 2.16313 ) { + if ( features[7] < 0.480746 ) { + sum += 0.000247886; + } else { + sum += -0.000247886; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000247886; + } else { + sum += 0.000247886; + } + } + // tree 179 + if ( features[5] < 0.784599 ) { + if ( features[1] < -0.61026 ) { + sum += -0.000260735; + } else { + sum += 0.000260735; + } + } else { + if ( features[7] < 0.495522 ) { + sum += 0.000260735; + } else { + sum += -0.000260735; + } + } + // tree 180 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000262867; + } else { + sum += 0.000262867; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000262867; + } else { + sum += -0.000262867; + } + } + // tree 181 + if ( features[5] < 0.784599 ) { + if ( features[12] < 4.93509 ) { + sum += 0.000250913; + } else { + sum += -0.000250913; + } + } else { + sum += -0.000250913; + } + // tree 182 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000260428; + } else { + sum += 0.000260428; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000260428; + } else { + sum += -0.000260428; + } + } + // tree 183 + if ( features[1] < -0.30431 ) { + if ( features[6] < -2.5465 ) { + sum += 0.00022357; + } else { + sum += -0.00022357; + } + } else { + if ( features[4] < -0.774141 ) { + sum += 0.00022357; + } else { + sum += -0.00022357; + } + } + // tree 184 + if ( features[12] < 4.57639 ) { + if ( features[4] < -0.42658 ) { + sum += 0.000230776; + } else { + sum += -0.000230776; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000230776; + } else { + sum += 0.000230776; + } + } + // tree 185 + if ( features[6] < -1.05893 ) { + if ( features[0] < 1.82578 ) { + sum += -0.000226459; + } else { + sum += 0.000226459; + } + } else { + if ( features[4] < -1.81665 ) { + sum += 0.000226459; + } else { + sum += -0.000226459; + } + } + // tree 186 + if ( features[6] < -1.05893 ) { + if ( features[9] < 2.06635 ) { + sum += -0.00019596; + } else { + sum += 0.00019596; + } + } else { + if ( features[5] < 0.7564 ) { + sum += 0.00019596; + } else { + sum += -0.00019596; + } + } + // tree 187 + if ( features[5] < 0.784599 ) { + if ( features[0] < 1.68308 ) { + sum += -0.000248074; + } else { + sum += 0.000248074; + } + } else { + sum += -0.000248074; + } + // tree 188 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000256331; + } else { + sum += 0.000256331; + } + } else { + if ( features[7] < 0.47715 ) { + sum += 0.000256331; + } else { + sum += -0.000256331; + } + } + // tree 189 + if ( features[5] < 0.784599 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000253838; + } else { + sum += 0.000253838; + } + } else { + sum += -0.000253838; + } + // tree 190 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000238343; + } else { + sum += 0.000238343; + } + } else { + sum += -0.000238343; + } + // tree 191 + if ( features[5] < 0.784599 ) { + if ( features[0] < 1.68308 ) { + sum += -0.00024864; + } else { + sum += 0.00024864; + } + } else { + if ( features[7] < 0.495522 ) { + sum += 0.00024864; + } else { + sum += -0.00024864; + } + } + // tree 192 + if ( features[5] < 0.628848 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000232707; + } else { + sum += 0.000232707; + } + } else { + if ( features[1] < 0.108593 ) { + sum += -0.000232707; + } else { + sum += 0.000232707; + } + } + // tree 193 + if ( features[1] < -0.30431 ) { + sum += -0.000216518; + } else { + if ( features[4] < -0.774141 ) { + sum += 0.000216518; + } else { + sum += -0.000216518; + } + } + // tree 194 + if ( features[5] < 0.784599 ) { + if ( features[0] < 1.68308 ) { + sum += -0.0002422; + } else { + sum += 0.0002422; + } + } else { + sum += -0.0002422; + } + // tree 195 + if ( features[5] < 0.784599 ) { + if ( features[0] < 1.68308 ) { + sum += -0.000245158; + } else { + sum += 0.000245158; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000245158; + } else { + sum += -0.000245158; + } + } + // tree 196 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.00024722; + } else { + sum += -0.00024722; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.00024722; + } else { + sum += 0.00024722; + } + } + // tree 197 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000237289; + } else { + sum += 0.000237289; + } + } else { + if ( features[5] < 0.756141 ) { + sum += 0.000237289; + } else { + sum += -0.000237289; + } + } + // tree 198 + if ( features[5] < 0.628848 ) { + if ( features[12] < 4.93509 ) { + sum += 0.000224897; + } else { + sum += -0.000224897; + } + } else { + if ( features[7] < 0.47715 ) { + sum += 0.000224897; + } else { + sum += -0.000224897; + } + } + // tree 199 + if ( features[5] < 0.628848 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000242073; + } else { + sum += 0.000242073; + } + } else { + if ( features[7] < 0.47715 ) { + sum += 0.000242073; + } else { + sum += -0.000242073; + } + } + // tree 200 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000250057; + } else { + sum += 0.000250057; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000250057; + } else { + sum += -0.000250057; + } + } + // tree 201 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.784599 ) { + sum += 0.000249707; + } else { + sum += -0.000249707; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000249707; + } else { + sum += -0.000249707; + } + } + // tree 202 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.784599 ) { + sum += 0.000248353; + } else { + sum += -0.000248353; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000248353; + } else { + sum += -0.000248353; + } + } + // tree 203 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000227376; + } else { + sum += -0.000227376; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000227376; + } else { + sum += -0.000227376; + } + } + // tree 204 + if ( features[5] < 0.784599 ) { + if ( features[1] < -0.61026 ) { + sum += -0.000244157; + } else { + sum += 0.000244157; + } + } else { + if ( features[7] < 0.495522 ) { + sum += 0.000244157; + } else { + sum += -0.000244157; + } + } + // tree 205 + if ( features[5] < 0.628848 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000241402; + } else { + sum += 0.000241402; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000241402; + } else { + sum += -0.000241402; + } + } + // tree 206 + if ( features[1] < -0.30431 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000232739; + } else { + sum += -0.000232739; + } + } else { + if ( features[7] < 0.749475 ) { + sum += 0.000232739; + } else { + sum += -0.000232739; + } + } + // tree 207 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000240185; + } else { + sum += 0.000240185; + } + } else { + if ( features[4] < -1.46626 ) { + sum += 0.000240185; + } else { + sum += -0.000240185; + } + } + // tree 208 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 0.000232051; + } else { + sum += -0.000232051; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000232051; + } else { + sum += -0.000232051; + } + } + // tree 209 + if ( features[5] < 0.784599 ) { + if ( features[1] < -0.61026 ) { + sum += -0.000240621; + } else { + sum += 0.000240621; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000240621; + } else { + sum += -0.000240621; + } + } + // tree 210 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000248362; + } else { + sum += 0.000248362; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000248362; + } else { + sum += -0.000248362; + } + } + // tree 211 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 0.00021174; + } else { + sum += -0.00021174; + } + } else { + if ( features[6] < -2.15667 ) { + sum += 0.00021174; + } else { + sum += -0.00021174; + } + } + // tree 212 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000180174; + } else { + sum += -0.000180174; + } + } else { + sum += 0.000180174; + } + // tree 213 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000179196; + } else { + sum += -0.000179196; + } + } else { + sum += 0.000179196; + } + // tree 214 + if ( features[5] < 0.784599 ) { + if ( features[0] < 1.68308 ) { + sum += -0.000230631; + } else { + sum += 0.000230631; + } + } else { + sum += -0.000230631; + } + // tree 215 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000233641; + } else { + sum += 0.000233641; + } + } else { + sum += -0.000233641; + } + // tree 216 + if ( features[5] < 0.784599 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000238552; + } else { + sum += 0.000238552; + } + } else { + sum += -0.000238552; + } + // tree 217 + sum += 4.94942e-05; + // tree 218 + if ( features[4] < -1.29629 ) { + if ( features[9] < 1.84342 ) { + sum += -0.00020126; + } else { + sum += 0.00020126; + } + } else { + if ( features[7] < 0.485316 ) { + sum += 0.00020126; + } else { + sum += -0.00020126; + } + } + // tree 219 + if ( features[3] < 0.048366 ) { + if ( features[12] < 4.57639 ) { + sum += 0.000187909; + } else { + sum += -0.000187909; + } + } else { + if ( features[9] < 1.95953 ) { + sum += -0.000187909; + } else { + sum += 0.000187909; + } + } + // tree 220 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000244069; + } else { + sum += 0.000244069; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000244069; + } else { + sum += -0.000244069; + } + } + // tree 221 + if ( features[12] < 4.57639 ) { + if ( features[4] < -0.42658 ) { + sum += 0.000218772; + } else { + sum += -0.000218772; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000218772; + } else { + sum += -0.000218772; + } + } + // tree 222 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000230291; + } else { + sum += 0.000230291; + } + } else { + sum += -0.000230291; + } + // tree 223 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000219023; + } else { + sum += 0.000219023; + } + } else { + sum += -0.000219023; + } + // tree 224 + if ( features[4] < -1.29629 ) { + if ( features[12] < 4.69595 ) { + sum += 0.000187834; + } else { + sum += -0.000187834; + } + } else { + if ( features[6] < -2.30015 ) { + sum += 0.000187834; + } else { + sum += -0.000187834; + } + } + // tree 225 + if ( features[4] < -1.29629 ) { + if ( features[0] < 1.68517 ) { + sum += -0.000191571; + } else { + sum += 0.000191571; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000191571; + } else { + sum += -0.000191571; + } + } + // tree 226 + if ( features[9] < 2.16313 ) { + if ( features[12] < 4.08991 ) { + sum += 0.000227146; + } else { + sum += -0.000227146; + } + } else { + if ( features[7] < 0.795458 ) { + sum += 0.000227146; + } else { + sum += -0.000227146; + } + } + // tree 227 + if ( features[5] < 0.784599 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000239791; + } else { + sum += 0.000239791; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000239791; + } else { + sum += -0.000239791; + } + } + // tree 228 + if ( features[5] < 0.784599 ) { + if ( features[8] < 1.82785 ) { + sum += -0.000195298; + } else { + sum += 0.000195298; + } + } else { + sum += -0.000195298; + } + // tree 229 + if ( features[4] < -1.29629 ) { + if ( features[9] < 1.84342 ) { + sum += -0.000197251; + } else { + sum += 0.000197251; + } + } else { + if ( features[7] < 0.485316 ) { + sum += 0.000197251; + } else { + sum += -0.000197251; + } + } + // tree 230 + if ( features[4] < -1.29629 ) { + if ( features[1] < -0.406259 ) { + sum += -0.000208857; + } else { + sum += 0.000208857; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000208857; + } else { + sum += -0.000208857; + } + } + // tree 231 + if ( features[4] < -1.29629 ) { + if ( features[1] < -0.406259 ) { + sum += -0.000214501; + } else { + sum += 0.000214501; + } + } else { + if ( features[7] < 0.485316 ) { + sum += 0.000214501; + } else { + sum += -0.000214501; + } + } + // tree 232 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000225846; + } else { + sum += 0.000225846; + } + } else { + sum += -0.000225846; + } + // tree 233 + if ( features[5] < 0.784599 ) { + sum += 0.000187514; + } else { + if ( features[7] < 0.495522 ) { + sum += 0.000187514; + } else { + sum += -0.000187514; + } + } + // tree 234 + if ( features[1] < -0.100321 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000210728; + } else { + sum += -0.000210728; + } + } else { + if ( features[4] < -0.600362 ) { + sum += 0.000210728; + } else { + sum += -0.000210728; + } + } + // tree 235 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.000232558; + } else { + sum += -0.000232558; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000232558; + } else { + sum += -0.000232558; + } + } + // tree 236 + if ( features[4] < -1.29629 ) { + if ( features[1] < -0.406259 ) { + sum += -0.000211709; + } else { + sum += 0.000211709; + } + } else { + if ( features[7] < 0.485316 ) { + sum += 0.000211709; + } else { + sum += -0.000211709; + } + } + // tree 237 + if ( features[4] < -1.29629 ) { + if ( features[3] < 0.0644871 ) { + sum += 0.000172209; + } else { + sum += -0.000172209; + } + } else { + if ( features[5] < 0.793204 ) { + sum += 0.000172209; + } else { + sum += -0.000172209; + } + } + // tree 238 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.000217253; + } else { + sum += -0.000217253; + } + } else { + if ( features[9] < 2.62832 ) { + sum += -0.000217253; + } else { + sum += 0.000217253; + } + } + // tree 239 + if ( features[4] < -1.29629 ) { + if ( features[0] < 1.68517 ) { + sum += -0.000182386; + } else { + sum += 0.000182386; + } + } else { + if ( features[6] < -2.30015 ) { + sum += 0.000182386; + } else { + sum += -0.000182386; + } + } + // tree 240 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.000229164; + } else { + sum += -0.000229164; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000229164; + } else { + sum += -0.000229164; + } + } + // tree 241 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000208927; + } else { + sum += 0.000208927; + } + } else { + if ( features[9] < 2.62832 ) { + sum += -0.000208927; + } else { + sum += 0.000208927; + } + } + // tree 242 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000221582; + } else { + sum += 0.000221582; + } + } else { + sum += -0.000221582; + } + // tree 243 + if ( features[5] < 0.784599 ) { + if ( features[1] < -0.61026 ) { + sum += -0.000218624; + } else { + sum += 0.000218624; + } + } else { + sum += -0.000218624; + } + // tree 244 + if ( features[5] < 0.784599 ) { + if ( features[1] < -0.61026 ) { + sum += -0.000223316; + } else { + sum += 0.000223316; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000223316; + } else { + sum += -0.000223316; + } + } + // tree 245 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.000225995; + } else { + sum += -0.000225995; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000225995; + } else { + sum += -0.000225995; + } + } + // tree 246 + if ( features[5] < 0.784599 ) { + if ( features[12] < 4.93509 ) { + sum += 0.000223255; + } else { + sum += -0.000223255; + } + } else { + if ( features[7] < 0.495522 ) { + sum += 0.000223255; + } else { + sum += -0.000223255; + } + } + // tree 247 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.000224132; + } else { + sum += -0.000224132; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000224132; + } else { + sum += -0.000224132; + } + } + // tree 248 + if ( features[7] < 0.721911 ) { + if ( features[0] < 1.77352 ) { + sum += -0.000197458; + } else { + sum += 0.000197458; + } + } else { + sum += -0.000197458; + } + // tree 249 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.000222583; + } else { + sum += -0.000222583; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000222583; + } else { + sum += -0.000222583; + } + } + // tree 250 + if ( features[5] < 0.784599 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000224709; + } else { + sum += 0.000224709; + } + } else { + sum += -0.000224709; + } + // tree 251 + if ( features[1] < -0.30431 ) { + if ( features[4] < -2.16603 ) { + sum += 0.0002096; + } else { + sum += -0.0002096; + } + } else { + if ( features[5] < 0.576931 ) { + sum += 0.0002096; + } else { + sum += -0.0002096; + } + } + // tree 252 + if ( features[11] < 1.84612 ) { + if ( features[7] < 0.758668 ) { + sum += 0.000178768; + } else { + sum += -0.000178768; + } + } else { + sum += -0.000178768; + } + // tree 253 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.00021603; + } else { + sum += -0.00021603; + } + } else { + if ( features[5] < 0.576931 ) { + sum += 0.00021603; + } else { + sum += -0.00021603; + } + } + // tree 254 + if ( features[5] < 0.784599 ) { + if ( features[1] < -0.61026 ) { + sum += -0.000219202; + } else { + sum += 0.000219202; + } + } else { + if ( features[7] < 0.495522 ) { + sum += 0.000219202; + } else { + sum += -0.000219202; + } + } + // tree 255 + if ( features[5] < 0.784599 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000221828; + } else { + sum += 0.000221828; + } + } else { + sum += -0.000221828; + } + // tree 256 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.00021591; + } else { + sum += -0.00021591; + } + } else { + if ( features[7] < 0.749475 ) { + sum += 0.00021591; + } else { + sum += -0.00021591; + } + } + // tree 257 + if ( features[5] < 0.784599 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000227306; + } else { + sum += 0.000227306; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000227306; + } else { + sum += -0.000227306; + } + } + // tree 258 + if ( features[8] < 2.24069 ) { + if ( features[7] < 0.480746 ) { + sum += 0.000203617; + } else { + sum += -0.000203617; + } + } else { + if ( features[4] < -0.600576 ) { + sum += 0.000203617; + } else { + sum += -0.000203617; + } + } + // tree 259 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000214945; + } else { + sum += 0.000214945; + } + } else { + if ( features[4] < -1.46626 ) { + sum += 0.000214945; + } else { + sum += -0.000214945; + } + } + // tree 260 + if ( features[2] < 0.633096 ) { + if ( features[1] < -0.0210383 ) { + sum += -0.000169565; + } else { + sum += 0.000169565; + } + } else { + if ( features[1] < -0.30428 ) { + sum += -0.000169565; + } else { + sum += 0.000169565; + } + } + // tree 261 + if ( features[5] < 0.628848 ) { + if ( features[8] < 1.89056 ) { + sum += -0.000195296; + } else { + sum += 0.000195296; + } + } else { + sum += -0.000195296; + } + // tree 262 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.000216246; + } else { + sum += -0.000216246; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000216246; + } else { + sum += -0.000216246; + } + } + // tree 263 + if ( features[5] < 0.784599 ) { + if ( features[9] < 1.87281 ) { + sum += -0.000174302; + } else { + sum += 0.000174302; + } + } else { + sum += -0.000174302; + } + // tree 264 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000213792; + } else { + sum += 0.000213792; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000213792; + } else { + sum += -0.000213792; + } + } + // tree 265 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.400762 ) { + sum += -0.000121999; + } else { + sum += 0.000121999; + } + } else { + sum += 0.000121999; + } + // tree 266 + if ( features[9] < 2.16313 ) { + if ( features[12] < 4.08991 ) { + sum += 0.000225022; + } else { + sum += -0.000225022; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000225022; + } else { + sum += 0.000225022; + } + } + // tree 267 + if ( features[12] < 4.57639 ) { + sum += 0.000180402; + } else { + if ( features[7] < 0.501208 ) { + sum += 0.000180402; + } else { + sum += -0.000180402; + } + } + // tree 268 + if ( features[4] < -1.29629 ) { + if ( features[9] < 1.84342 ) { + sum += -0.000183492; + } else { + sum += 0.000183492; + } + } else { + if ( features[7] < 0.519347 ) { + sum += 0.000183492; + } else { + sum += -0.000183492; + } + } + // tree 269 + if ( features[4] < -1.29629 ) { + if ( features[12] < 4.57639 ) { + sum += 0.000183083; + } else { + sum += -0.000183083; + } + } else { + if ( features[7] < 0.519347 ) { + sum += 0.000183083; + } else { + sum += -0.000183083; + } + } + // tree 270 + if ( features[7] < 0.721911 ) { + if ( features[0] < 1.77352 ) { + sum += -0.000195035; + } else { + sum += 0.000195035; + } + } else { + if ( features[5] < 0.788925 ) { + sum += 0.000195035; + } else { + sum += -0.000195035; + } + } + // tree 271 + if ( features[5] < 0.784599 ) { + if ( features[0] < 1.68308 ) { + sum += -0.000211187; + } else { + sum += 0.000211187; + } + } else { + if ( features[7] < 0.495522 ) { + sum += 0.000211187; + } else { + sum += -0.000211187; + } + } + // tree 272 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 0.000210115; + } else { + sum += -0.000210115; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000210115; + } else { + sum += -0.000210115; + } + } + // tree 273 + if ( features[0] < 1.68308 ) { + sum += -0.000173703; + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000173703; + } else { + sum += 0.000173703; + } + } + // tree 274 + if ( features[5] < 0.628848 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000200679; + } else { + sum += 0.000200679; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 0.000200679; + } else { + sum += -0.000200679; + } + } + // tree 275 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.000210647; + } else { + sum += -0.000210647; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000210647; + } else { + sum += -0.000210647; + } + } + // tree 276 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.00020029; + } else { + sum += -0.00020029; + } + } else { + if ( features[9] < 2.62832 ) { + sum += -0.00020029; + } else { + sum += 0.00020029; + } + } + // tree 277 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000197622; + } else { + sum += -0.000197622; + } + } else { + if ( features[4] < -0.774141 ) { + sum += 0.000197622; + } else { + sum += -0.000197622; + } + } + // tree 278 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000210451; + } else { + sum += 0.000210451; + } + } else { + if ( features[5] < 0.788925 ) { + sum += 0.000210451; + } else { + sum += -0.000210451; + } + } + // tree 279 + if ( features[9] < 2.16313 ) { + if ( features[7] < 0.480746 ) { + sum += 0.000208631; + } else { + sum += -0.000208631; + } + } else { + if ( features[0] < 1.68308 ) { + sum += -0.000208631; + } else { + sum += 0.000208631; + } + } + // tree 280 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000224026; + } else { + sum += 0.000224026; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000224026; + } else { + sum += -0.000224026; + } + } + // tree 281 + if ( features[4] < -1.29629 ) { + if ( features[5] < 0.754354 ) { + sum += 0.000184683; + } else { + sum += -0.000184683; + } + } else { + if ( features[7] < 0.519347 ) { + sum += 0.000184683; + } else { + sum += -0.000184683; + } + } + // tree 282 + if ( features[1] < -0.30431 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000203579; + } else { + sum += -0.000203579; + } + } else { + if ( features[7] < 0.749475 ) { + sum += 0.000203579; + } else { + sum += -0.000203579; + } + } + // tree 283 + if ( features[5] < 0.784599 ) { + if ( features[0] < 1.68308 ) { + sum += -0.000206043; + } else { + sum += 0.000206043; + } + } else { + if ( features[7] < 0.495522 ) { + sum += 0.000206043; + } else { + sum += -0.000206043; + } + } + // tree 284 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000169652; + } else { + sum += -0.000169652; + } + } else { + if ( features[1] < -0.0575387 ) { + sum += -0.000169652; + } else { + sum += 0.000169652; + } + } + // tree 285 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000206439; + } else { + sum += 0.000206439; + } + } else { + sum += -0.000206439; + } + // tree 286 + if ( features[5] < 0.628848 ) { + if ( features[8] < 1.89056 ) { + sum += -0.00021032; + } else { + sum += 0.00021032; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.00021032; + } else { + sum += -0.00021032; + } + } + // tree 287 + if ( features[5] < 0.784599 ) { + if ( features[1] < -0.61026 ) { + sum += -0.000196785; + } else { + sum += 0.000196785; + } + } else { + sum += -0.000196785; + } + // tree 288 + if ( features[0] < 1.68308 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000201176; + } else { + sum += -0.000201176; + } + } else { + if ( features[5] < 0.783494 ) { + sum += 0.000201176; + } else { + sum += -0.000201176; + } + } + // tree 289 + if ( features[1] < -0.30431 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000194835; + } else { + sum += -0.000194835; + } + } else { + if ( features[9] < 1.87289 ) { + sum += -0.000194835; + } else { + sum += 0.000194835; + } + } + // tree 290 + if ( features[5] < 0.628848 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000188227; + } else { + sum += 0.000188227; + } + } else { + sum += -0.000188227; + } + // tree 291 + if ( features[5] < 0.628848 ) { + if ( features[8] < 1.89056 ) { + sum += -0.000207588; + } else { + sum += 0.000207588; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000207588; + } else { + sum += -0.000207588; + } + } + // tree 292 + if ( features[5] < 0.784599 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000216081; + } else { + sum += 0.000216081; + } + } else { + if ( features[7] < 0.495522 ) { + sum += 0.000216081; + } else { + sum += -0.000216081; + } + } + // tree 293 + if ( features[12] < 4.57639 ) { + if ( features[0] < 1.65479 ) { + sum += -0.000188162; + } else { + sum += 0.000188162; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000188162; + } else { + sum += -0.000188162; + } + } + // tree 294 + if ( features[5] < 0.628848 ) { + if ( features[9] < 2.16313 ) { + sum += -0.000184199; + } else { + sum += 0.000184199; + } + } else { + sum += -0.000184199; + } + // tree 295 + if ( features[4] < -1.29629 ) { + if ( features[1] < -0.406259 ) { + sum += -0.000182913; + } else { + sum += 0.000182913; + } + } else { + if ( features[6] < -2.30015 ) { + sum += 0.000182913; + } else { + sum += -0.000182913; + } + } + // tree 296 + if ( features[5] < 0.784599 ) { + if ( features[8] < 2.24069 ) { + sum += -0.000165246; + } else { + sum += 0.000165246; + } + } else { + sum += -0.000165246; + } + // tree 297 + if ( features[12] < 4.57639 ) { + if ( features[4] < -0.42658 ) { + sum += 0.000187085; + } else { + sum += -0.000187085; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000187085; + } else { + sum += 0.000187085; + } + } + // tree 298 + if ( features[5] < 0.784599 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000213907; + } else { + sum += 0.000213907; + } + } else { + if ( features[7] < 0.495522 ) { + sum += 0.000213907; + } else { + sum += -0.000213907; + } + } + // tree 299 + if ( features[5] < 0.784599 ) { + if ( features[9] < 1.87281 ) { + sum += -0.000159954; + } else { + sum += 0.000159954; + } + } else { + sum += -0.000159954; + } + return sum; +} diff --git a/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1200-1499.cpp b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1200-1499.cpp new file mode 100644 index 000000000..48a3bb492 --- /dev/null +++ b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1200-1499.cpp @@ -0,0 +1,4074 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include <vector> + +#include "../SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" + +/* @brief a BDT implementation, returning the sum of all tree weights given + * a feature vector + */ +double SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1::tree_4( const std::vector<double>& features ) const { + double sum = 0; + + // tree 1200 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000112139; + } else { + sum += -0.000112139; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000112139; + } else { + sum += -0.000112139; + } + } + // tree 1201 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000101407; + } else { + sum += 0.000101407; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000101407; + } else { + sum += 0.000101407; + } + } + // tree 1202 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000113041; + } else { + sum += 0.000113041; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000113041; + } else { + sum += -0.000113041; + } + } + // tree 1203 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000103093; + } else { + sum += 0.000103093; + } + } else { + if ( features[8] < 2.26819 ) { + sum += -0.000103093; + } else { + sum += 0.000103093; + } + } + // tree 1204 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000111023; + } else { + sum += 0.000111023; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000111023; + } else { + sum += -0.000111023; + } + } + // tree 1205 + if ( features[9] < 1.87281 ) { + if ( features[1] < -0.121204 ) { + sum += 0.000130017; + } else { + sum += -0.000130017; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000130017; + } else { + sum += 0.000130017; + } + } + // tree 1206 + if ( features[4] < -1.47024 ) { + if ( features[5] < 0.630907 ) { + sum += 0.000109398; + } else { + sum += -0.000109398; + } + } else { + if ( features[2] < 0.444798 ) { + sum += 0.000109398; + } else { + sum += -0.000109398; + } + } + // tree 1207 + if ( features[7] < 0.501269 ) { + sum += 9.92233e-05; + } else { + if ( features[4] < -0.252418 ) { + sum += -9.92233e-05; + } else { + sum += 9.92233e-05; + } + } + // tree 1208 + if ( features[0] < 1.68308 ) { + sum += -9.01427e-05; + } else { + if ( features[1] < -0.712287 ) { + sum += -9.01427e-05; + } else { + sum += 9.01427e-05; + } + } + // tree 1209 + if ( features[12] < 4.93509 ) { + if ( features[4] < -1.47026 ) { + sum += 0.000101231; + } else { + sum += -0.000101231; + } + } else { + if ( features[9] < 2.24593 ) { + sum += -0.000101231; + } else { + sum += 0.000101231; + } + } + // tree 1210 + if ( features[12] < 4.93509 ) { + if ( features[4] < -1.47026 ) { + sum += 0.00010449; + } else { + sum += -0.00010449; + } + } else { + if ( features[5] < 0.787913 ) { + sum += -0.00010449; + } else { + sum += 0.00010449; + } + } + // tree 1211 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000113123; + } else { + sum += 0.000113123; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000113123; + } else { + sum += 0.000113123; + } + } + // tree 1212 + sum += 5.17805e-05; + // tree 1213 + if ( features[12] < 4.93509 ) { + if ( features[3] < 0.0967294 ) { + sum += 0.000100464; + } else { + sum += -0.000100464; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000100464; + } else { + sum += -0.000100464; + } + } + // tree 1214 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 9.8738e-05; + } else { + sum += -9.8738e-05; + } + } else { + sum += 9.8738e-05; + } + // tree 1215 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000102455; + } else { + sum += -0.000102455; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000102455; + } else { + sum += 0.000102455; + } + } + // tree 1216 + if ( features[5] < 0.473096 ) { + if ( features[8] < 2.17759 ) { + sum += -0.000103183; + } else { + sum += 0.000103183; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 0.000103183; + } else { + sum += -0.000103183; + } + } + // tree 1217 + if ( features[7] < 0.979327 ) { + if ( features[7] < 0.386203 ) { + sum += -9.68099e-05; + } else { + sum += 9.68099e-05; + } + } else { + sum += -9.68099e-05; + } + // tree 1218 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000105318; + } else { + sum += 0.000105318; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000105318; + } else { + sum += 0.000105318; + } + } + // tree 1219 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 9.80262e-05; + } else { + sum += -9.80262e-05; + } + } else { + if ( features[5] < 0.473405 ) { + sum += 9.80262e-05; + } else { + sum += -9.80262e-05; + } + } + // tree 1220 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000107067; + } else { + sum += 0.000107067; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000107067; + } else { + sum += -0.000107067; + } + } + // tree 1221 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000112308; + } else { + sum += -0.000112308; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000112308; + } else { + sum += -0.000112308; + } + } + // tree 1222 + if ( features[0] < 1.68308 ) { + if ( features[2] < 0.493201 ) { + sum += 8.73009e-05; + } else { + sum += -8.73009e-05; + } + } else { + if ( features[6] < -0.231447 ) { + sum += 8.73009e-05; + } else { + sum += -8.73009e-05; + } + } + // tree 1223 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000107054; + } else { + sum += 0.000107054; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000107054; + } else { + sum += -0.000107054; + } + } + // tree 1224 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000111862; + } else { + sum += 0.000111862; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000111862; + } else { + sum += 0.000111862; + } + } + // tree 1225 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000105012; + } else { + sum += -0.000105012; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000105012; + } else { + sum += 0.000105012; + } + } + // tree 1226 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000101145; + } else { + sum += -0.000101145; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000101145; + } else { + sum += 0.000101145; + } + } + // tree 1227 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000110567; + } else { + sum += 0.000110567; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000110567; + } else { + sum += -0.000110567; + } + } + // tree 1228 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 0.000118178; + } else { + sum += -0.000118178; + } + } else { + if ( features[2] < 0.444798 ) { + sum += 0.000118178; + } else { + sum += -0.000118178; + } + } + // tree 1229 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000126885; + } else { + sum += 0.000126885; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000126885; + } else { + sum += 0.000126885; + } + } + // tree 1230 + if ( features[1] < 0.103667 ) { + if ( features[8] < 2.01757 ) { + sum += 0.000107563; + } else { + sum += -0.000107563; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000107563; + } else { + sum += -0.000107563; + } + } + // tree 1231 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000109755; + } else { + sum += 0.000109755; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000109755; + } else { + sum += -0.000109755; + } + } + // tree 1232 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000126079; + } else { + sum += 0.000126079; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000126079; + } else { + sum += 0.000126079; + } + } + // tree 1233 + if ( features[7] < 0.979327 ) { + if ( features[12] < 4.93509 ) { + sum += 9.6688e-05; + } else { + sum += -9.6688e-05; + } + } else { + if ( features[8] < 2.3439 ) { + sum += 9.6688e-05; + } else { + sum += -9.6688e-05; + } + } + // tree 1234 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000106553; + } else { + sum += 0.000106553; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000106553; + } else { + sum += -0.000106553; + } + } + // tree 1235 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000105882; + } else { + sum += 0.000105882; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000105882; + } else { + sum += -0.000105882; + } + } + // tree 1236 + if ( features[7] < 0.501269 ) { + sum += 9.74766e-05; + } else { + if ( features[8] < 2.65353 ) { + sum += -9.74766e-05; + } else { + sum += 9.74766e-05; + } + } + // tree 1237 + if ( features[1] < 0.103667 ) { + if ( features[1] < -0.751769 ) { + sum += -9.77381e-05; + } else { + sum += 9.77381e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.77381e-05; + } else { + sum += -9.77381e-05; + } + } + // tree 1238 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000106638; + } else { + sum += -0.000106638; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000106638; + } else { + sum += -0.000106638; + } + } + // tree 1239 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 0.000117748; + } else { + sum += -0.000117748; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -0.000117748; + } else { + sum += 0.000117748; + } + } + // tree 1240 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000125381; + } else { + sum += 0.000125381; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000125381; + } else { + sum += 0.000125381; + } + } + // tree 1241 + if ( features[4] < -1.47024 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.000110172; + } else { + sum += 0.000110172; + } + } else { + if ( features[2] < 0.444798 ) { + sum += 0.000110172; + } else { + sum += -0.000110172; + } + } + // tree 1242 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000110898; + } else { + sum += -0.000110898; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000110898; + } else { + sum += -0.000110898; + } + } + // tree 1243 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000103776; + } else { + sum += 0.000103776; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000103776; + } else { + sum += 0.000103776; + } + } + // tree 1244 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000104667; + } else { + sum += 0.000104667; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000104667; + } else { + sum += -0.000104667; + } + } + // tree 1245 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000110008; + } else { + sum += 0.000110008; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -0.000110008; + } else { + sum += 0.000110008; + } + } + // tree 1246 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000109781; + } else { + sum += -0.000109781; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000109781; + } else { + sum += -0.000109781; + } + } + // tree 1247 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -9.59461e-05; + } else { + sum += 9.59461e-05; + } + } else { + if ( features[5] < 0.783494 ) { + sum += 9.59461e-05; + } else { + sum += -9.59461e-05; + } + } + // tree 1248 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000105331; + } else { + sum += 0.000105331; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000105331; + } else { + sum += -0.000105331; + } + } + // tree 1249 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000123; + } else { + sum += 0.000123; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000123; + } else { + sum += -0.000123; + } + } + // tree 1250 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000107767; + } else { + sum += -0.000107767; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000107767; + } else { + sum += 0.000107767; + } + } + // tree 1251 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000110854; + } else { + sum += -0.000110854; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000110854; + } else { + sum += -0.000110854; + } + } + // tree 1252 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000104185; + } else { + sum += 0.000104185; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000104185; + } else { + sum += -0.000104185; + } + } + // tree 1253 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000110343; + } else { + sum += -0.000110343; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000110343; + } else { + sum += -0.000110343; + } + } + // tree 1254 + if ( features[9] < 1.87281 ) { + if ( features[7] < 0.469546 ) { + sum += 0.00014174; + } else { + sum += -0.00014174; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.00014174; + } else { + sum += 0.00014174; + } + } + // tree 1255 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.57724e-05; + } else { + sum += -9.57724e-05; + } + } else { + if ( features[5] < 0.473405 ) { + sum += 9.57724e-05; + } else { + sum += -9.57724e-05; + } + } + // tree 1256 + if ( features[7] < 0.979327 ) { + if ( features[8] < 1.45949 ) { + sum += -9.78611e-05; + } else { + sum += 9.78611e-05; + } + } else { + if ( features[2] < 0.256409 ) { + sum += 9.78611e-05; + } else { + sum += -9.78611e-05; + } + } + // tree 1257 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000107383; + } else { + sum += -0.000107383; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000107383; + } else { + sum += 0.000107383; + } + } + // tree 1258 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000108873; + } else { + sum += 0.000108873; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -0.000108873; + } else { + sum += 0.000108873; + } + } + // tree 1259 + if ( features[3] < 0.0967294 ) { + if ( features[0] < 1.81252 ) { + sum += -8.7208e-05; + } else { + sum += 8.7208e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -8.7208e-05; + } else { + sum += 8.7208e-05; + } + } + // tree 1260 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000128935; + } else { + sum += 0.000128935; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000128935; + } else { + sum += 0.000128935; + } + } + // tree 1261 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 9.51314e-05; + } else { + sum += -9.51314e-05; + } + } else { + sum += 9.51314e-05; + } + // tree 1262 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.56967e-05; + } else { + sum += -9.56967e-05; + } + } else { + if ( features[5] < 0.473405 ) { + sum += 9.56967e-05; + } else { + sum += -9.56967e-05; + } + } + // tree 1263 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 0.000116659; + } else { + sum += -0.000116659; + } + } else { + if ( features[2] < 0.633096 ) { + sum += 0.000116659; + } else { + sum += -0.000116659; + } + } + // tree 1264 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 0.000103506; + } else { + sum += -0.000103506; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000103506; + } else { + sum += 0.000103506; + } + } + // tree 1265 + if ( features[7] < 0.979327 ) { + if ( features[7] < 0.386203 ) { + sum += -9.40662e-05; + } else { + sum += 9.40662e-05; + } + } else { + sum += -9.40662e-05; + } + // tree 1266 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 0.000105467; + } else { + sum += -0.000105467; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000105467; + } else { + sum += 0.000105467; + } + } + // tree 1267 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000113006; + } else { + sum += 0.000113006; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000113006; + } else { + sum += 0.000113006; + } + } + // tree 1268 + if ( features[7] < 0.979327 ) { + if ( features[7] < 0.386203 ) { + sum += -9.73497e-05; + } else { + sum += 9.73497e-05; + } + } else { + if ( features[2] < 0.256409 ) { + sum += 9.73497e-05; + } else { + sum += -9.73497e-05; + } + } + // tree 1269 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.00010485; + } else { + sum += 0.00010485; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.00010485; + } else { + sum += -0.00010485; + } + } + // tree 1270 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.000148711; + } else { + sum += -0.000148711; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000148711; + } else { + sum += 0.000148711; + } + } + // tree 1271 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 0.000105931; + } else { + sum += -0.000105931; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000105931; + } else { + sum += -0.000105931; + } + } + // tree 1272 + if ( features[4] < -1.47024 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.000107764; + } else { + sum += 0.000107764; + } + } else { + if ( features[7] < 0.383222 ) { + sum += -0.000107764; + } else { + sum += 0.000107764; + } + } + // tree 1273 + if ( features[6] < -0.231447 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000108228; + } else { + sum += 0.000108228; + } + } else { + if ( features[2] < 0.444703 ) { + sum += 0.000108228; + } else { + sum += -0.000108228; + } + } + // tree 1274 + if ( features[12] < 4.93509 ) { + if ( features[4] < -1.47026 ) { + sum += 0.000108222; + } else { + sum += -0.000108222; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000108222; + } else { + sum += 0.000108222; + } + } + // tree 1275 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000126659; + } else { + sum += 0.000126659; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000126659; + } else { + sum += -0.000126659; + } + } + // tree 1276 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000127861; + } else { + sum += 0.000127861; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000127861; + } else { + sum += 0.000127861; + } + } + // tree 1277 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 9.95247e-05; + } else { + sum += -9.95247e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -9.95247e-05; + } else { + sum += 9.95247e-05; + } + } + // tree 1278 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -9.48552e-05; + } else { + sum += 9.48552e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 9.48552e-05; + } else { + sum += -9.48552e-05; + } + } + // tree 1279 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000121854; + } else { + sum += 0.000121854; + } + } else { + if ( features[5] < 0.474183 ) { + sum += 0.000121854; + } else { + sum += -0.000121854; + } + } + // tree 1280 + if ( features[7] < 0.979327 ) { + if ( features[12] < 4.93509 ) { + sum += 9.72036e-05; + } else { + sum += -9.72036e-05; + } + } else { + if ( features[9] < 2.35674 ) { + sum += 9.72036e-05; + } else { + sum += -9.72036e-05; + } + } + // tree 1281 + if ( features[8] < 2.24069 ) { + if ( features[7] < 0.480746 ) { + sum += 0.000123309; + } else { + sum += -0.000123309; + } + } else { + if ( features[7] < 0.795458 ) { + sum += 0.000123309; + } else { + sum += -0.000123309; + } + } + // tree 1282 + if ( features[7] < 0.979327 ) { + if ( features[8] < 1.45949 ) { + sum += -9.62992e-05; + } else { + sum += 9.62992e-05; + } + } else { + if ( features[9] < 2.35674 ) { + sum += 9.62992e-05; + } else { + sum += -9.62992e-05; + } + } + // tree 1283 + if ( features[7] < 0.501269 ) { + if ( features[12] < 4.80458 ) { + sum += 9.96437e-05; + } else { + sum += -9.96437e-05; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -9.96437e-05; + } else { + sum += 9.96437e-05; + } + } + // tree 1284 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 0.000102193; + } else { + sum += -0.000102193; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000102193; + } else { + sum += 0.000102193; + } + } + // tree 1285 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 0.000104881; + } else { + sum += -0.000104881; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000104881; + } else { + sum += -0.000104881; + } + } + // tree 1286 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 0.000104062; + } else { + sum += -0.000104062; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000104062; + } else { + sum += 0.000104062; + } + } + // tree 1287 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 0.000101506; + } else { + sum += -0.000101506; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000101506; + } else { + sum += 0.000101506; + } + } + // tree 1288 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000111634; + } else { + sum += -0.000111634; + } + } else { + if ( features[9] < 2.15033 ) { + sum += -0.000111634; + } else { + sum += 0.000111634; + } + } + // tree 1289 + if ( features[4] < -1.47024 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.000107368; + } else { + sum += 0.000107368; + } + } else { + if ( features[7] < 0.383222 ) { + sum += -0.000107368; + } else { + sum += 0.000107368; + } + } + // tree 1290 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 0.000101382; + } else { + sum += -0.000101382; + } + } else { + if ( features[11] < 1.012 ) { + sum += -0.000101382; + } else { + sum += 0.000101382; + } + } + // tree 1291 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000126303; + } else { + sum += 0.000126303; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000126303; + } else { + sum += 0.000126303; + } + } + // tree 1292 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000109246; + } else { + sum += -0.000109246; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 0.000109246; + } else { + sum += -0.000109246; + } + } + // tree 1293 + if ( features[6] < -0.231447 ) { + if ( features[8] < 1.82785 ) { + sum += -8.9844e-05; + } else { + sum += 8.9844e-05; + } + } else { + if ( features[5] < 1.13829 ) { + sum += -8.9844e-05; + } else { + sum += 8.9844e-05; + } + } + // tree 1294 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000107158; + } else { + sum += 0.000107158; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000107158; + } else { + sum += 0.000107158; + } + } + // tree 1295 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.00010503; + } else { + sum += -0.00010503; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.00010503; + } else { + sum += -0.00010503; + } + } + // tree 1296 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 0.000100812; + } else { + sum += -0.000100812; + } + } else { + if ( features[11] < 1.012 ) { + sum += -0.000100812; + } else { + sum += 0.000100812; + } + } + // tree 1297 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000109968; + } else { + sum += 0.000109968; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000109968; + } else { + sum += -0.000109968; + } + } + // tree 1298 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000132527; + } else { + sum += -0.000132527; + } + } else { + if ( features[7] < 0.495339 ) { + sum += 0.000132527; + } else { + sum += -0.000132527; + } + } + // tree 1299 + if ( features[4] < -1.47024 ) { + if ( features[5] < 0.630907 ) { + sum += 0.000100631; + } else { + sum += -0.000100631; + } + } else { + if ( features[11] < 1.17355 ) { + sum += 0.000100631; + } else { + sum += -0.000100631; + } + } + // tree 1300 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.00010843; + } else { + sum += -0.00010843; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.00010843; + } else { + sum += -0.00010843; + } + } + // tree 1301 + if ( features[7] < 0.390948 ) { + if ( features[2] < -0.221269 ) { + sum += 9.83376e-05; + } else { + sum += -9.83376e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 9.83376e-05; + } else { + sum += -9.83376e-05; + } + } + // tree 1302 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000110349; + } else { + sum += -0.000110349; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -0.000110349; + } else { + sum += 0.000110349; + } + } + // tree 1303 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.93509 ) { + sum += 9.44682e-05; + } else { + sum += -9.44682e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -9.44682e-05; + } else { + sum += 9.44682e-05; + } + } + // tree 1304 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000104187; + } else { + sum += -0.000104187; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000104187; + } else { + sum += -0.000104187; + } + } + // tree 1305 + if ( features[4] < -1.47024 ) { + if ( features[5] < 0.630907 ) { + sum += 0.00010618; + } else { + sum += -0.00010618; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -0.00010618; + } else { + sum += 0.00010618; + } + } + // tree 1306 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.00011883; + } else { + sum += -0.00011883; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.00011883; + } else { + sum += -0.00011883; + } + } + // tree 1307 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 9.78512e-05; + } else { + sum += -9.78512e-05; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -9.78512e-05; + } else { + sum += 9.78512e-05; + } + } + // tree 1308 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.52918e-05; + } else { + sum += -9.52918e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 9.52918e-05; + } else { + sum += -9.52918e-05; + } + } + // tree 1309 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 0.000116071; + } else { + sum += -0.000116071; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -0.000116071; + } else { + sum += 0.000116071; + } + } + // tree 1310 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000125395; + } else { + sum += 0.000125395; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000125395; + } else { + sum += 0.000125395; + } + } + // tree 1311 + if ( features[7] < 0.390948 ) { + if ( features[7] < 0.337566 ) { + sum += 8.64116e-05; + } else { + sum += -8.64116e-05; + } + } else { + if ( features[5] < 0.784977 ) { + sum += 8.64116e-05; + } else { + sum += -8.64116e-05; + } + } + // tree 1312 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000107816; + } else { + sum += -0.000107816; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 0.000107816; + } else { + sum += -0.000107816; + } + } + // tree 1313 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 0.000110083; + } else { + sum += -0.000110083; + } + } else { + if ( features[11] < 1.17355 ) { + sum += 0.000110083; + } else { + sum += -0.000110083; + } + } + // tree 1314 + if ( features[7] < 0.390948 ) { + if ( features[6] < -1.38158 ) { + sum += -8.18371e-05; + } else { + sum += 8.18371e-05; + } + } else { + if ( features[5] < 0.784977 ) { + sum += 8.18371e-05; + } else { + sum += -8.18371e-05; + } + } + // tree 1315 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -9.55198e-05; + } else { + sum += 9.55198e-05; + } + } else { + if ( features[5] < 0.473405 ) { + sum += 9.55198e-05; + } else { + sum += -9.55198e-05; + } + } + // tree 1316 + if ( features[7] < 0.390948 ) { + if ( features[9] < 1.93614 ) { + sum += 0.000106697; + } else { + sum += -0.000106697; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.000106697; + } else { + sum += 0.000106697; + } + } + // tree 1317 + if ( features[7] < 0.501269 ) { + if ( features[11] < 1.66939 ) { + sum += 0.000102145; + } else { + sum += -0.000102145; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000102145; + } else { + sum += 0.000102145; + } + } + // tree 1318 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 0.00011299; + } else { + sum += -0.00011299; + } + } else { + if ( features[7] < 0.383222 ) { + sum += -0.00011299; + } else { + sum += 0.00011299; + } + } + // tree 1319 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.000101262; + } else { + sum += 0.000101262; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000101262; + } else { + sum += 0.000101262; + } + } + // tree 1320 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000106294; + } else { + sum += 0.000106294; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000106294; + } else { + sum += 0.000106294; + } + } + // tree 1321 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000110261; + } else { + sum += 0.000110261; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000110261; + } else { + sum += 0.000110261; + } + } + // tree 1322 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000108153; + } else { + sum += -0.000108153; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 0.000108153; + } else { + sum += -0.000108153; + } + } + // tree 1323 + if ( features[7] < 0.501269 ) { + if ( features[11] < 1.66939 ) { + sum += 0.000100136; + } else { + sum += -0.000100136; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000100136; + } else { + sum += -0.000100136; + } + } + // tree 1324 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000103674; + } else { + sum += 0.000103674; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000103674; + } else { + sum += -0.000103674; + } + } + // tree 1325 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000124399; + } else { + sum += 0.000124399; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000124399; + } else { + sum += 0.000124399; + } + } + // tree 1326 + if ( features[1] < 0.103667 ) { + if ( features[1] < -0.751769 ) { + sum += -9.35711e-05; + } else { + sum += 9.35711e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.35711e-05; + } else { + sum += -9.35711e-05; + } + } + // tree 1327 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -9.41488e-05; + } else { + sum += 9.41488e-05; + } + } else { + sum += 9.41488e-05; + } + // tree 1328 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.000146907; + } else { + sum += -0.000146907; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000146907; + } else { + sum += 0.000146907; + } + } + // tree 1329 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000102875; + } else { + sum += -0.000102875; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000102875; + } else { + sum += -0.000102875; + } + } + // tree 1330 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.00012429; + } else { + sum += 0.00012429; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.00012429; + } else { + sum += 0.00012429; + } + } + // tree 1331 + if ( features[11] < 1.84612 ) { + if ( features[4] < -1.29629 ) { + sum += 7.1868e-05; + } else { + sum += -7.1868e-05; + } + } else { + sum += -7.1868e-05; + } + // tree 1332 + if ( features[9] < 1.87281 ) { + if ( features[7] < 0.469546 ) { + sum += 0.000137738; + } else { + sum += -0.000137738; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000137738; + } else { + sum += 0.000137738; + } + } + // tree 1333 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -0.000109301; + } else { + sum += 0.000109301; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -0.000109301; + } else { + sum += 0.000109301; + } + } + // tree 1334 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 9.85616e-05; + } else { + sum += -9.85616e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.85616e-05; + } else { + sum += -9.85616e-05; + } + } + // tree 1335 + if ( features[7] < 0.979327 ) { + if ( features[8] < 1.45949 ) { + sum += -9.13237e-05; + } else { + sum += 9.13237e-05; + } + } else { + sum += -9.13237e-05; + } + // tree 1336 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -9.3464e-05; + } else { + sum += 9.3464e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 9.3464e-05; + } else { + sum += -9.3464e-05; + } + } + // tree 1337 + if ( features[7] < 0.979327 ) { + if ( features[8] < 1.45949 ) { + sum += -9.09544e-05; + } else { + sum += 9.09544e-05; + } + } else { + sum += -9.09544e-05; + } + // tree 1338 + if ( features[7] < 0.390948 ) { + if ( features[0] < 2.22866 ) { + sum += -0.000112243; + } else { + sum += 0.000112243; + } + } else { + if ( features[7] < 0.495339 ) { + sum += 0.000112243; + } else { + sum += -0.000112243; + } + } + // tree 1339 + if ( features[4] < -1.47024 ) { + if ( features[3] < 0.0644871 ) { + sum += 8.97355e-05; + } else { + sum += -8.97355e-05; + } + } else { + if ( features[5] < 0.945371 ) { + sum += -8.97355e-05; + } else { + sum += 8.97355e-05; + } + } + // tree 1340 + if ( features[7] < 0.390948 ) { + if ( features[8] < 2.11248 ) { + sum += 9.53215e-05; + } else { + sum += -9.53215e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 9.53215e-05; + } else { + sum += -9.53215e-05; + } + } + // tree 1341 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.62778e-05; + } else { + sum += 9.62778e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -9.62778e-05; + } else { + sum += 9.62778e-05; + } + } + // tree 1342 + if ( features[7] < 0.979327 ) { + if ( features[7] < 0.386203 ) { + sum += -9.50357e-05; + } else { + sum += 9.50357e-05; + } + } else { + if ( features[2] < 0.256409 ) { + sum += 9.50357e-05; + } else { + sum += -9.50357e-05; + } + } + // tree 1343 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000105404; + } else { + sum += -0.000105404; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 0.000105404; + } else { + sum += -0.000105404; + } + } + // tree 1344 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.64384e-05; + } else { + sum += -9.64384e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -9.64384e-05; + } else { + sum += 9.64384e-05; + } + } + // tree 1345 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.15128e-05; + } else { + sum += 9.15128e-05; + } + } else { + sum += 9.15128e-05; + } + // tree 1346 + if ( features[3] < 0.0967294 ) { + if ( features[8] < 1.51822 ) { + sum += -9.40866e-05; + } else { + sum += 9.40866e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 9.40866e-05; + } else { + sum += -9.40866e-05; + } + } + // tree 1347 + if ( features[12] < 4.93509 ) { + if ( features[3] < 0.0967294 ) { + sum += 0.000102325; + } else { + sum += -0.000102325; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000102325; + } else { + sum += 0.000102325; + } + } + // tree 1348 + if ( features[7] < 0.979327 ) { + if ( features[12] < 4.93509 ) { + sum += 9.47226e-05; + } else { + sum += -9.47226e-05; + } + } else { + if ( features[9] < 2.35674 ) { + sum += 9.47226e-05; + } else { + sum += -9.47226e-05; + } + } + // tree 1349 + if ( features[5] < 0.473096 ) { + sum += 8.74068e-05; + } else { + if ( features[4] < -1.81665 ) { + sum += 8.74068e-05; + } else { + sum += -8.74068e-05; + } + } + // tree 1350 + if ( features[1] < 0.103667 ) { + if ( features[0] < 2.78895 ) { + sum += 8.57549e-05; + } else { + sum += -8.57549e-05; + } + } else { + sum += 8.57549e-05; + } + // tree 1351 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000104877; + } else { + sum += 0.000104877; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 0.000104877; + } else { + sum += -0.000104877; + } + } + // tree 1352 + if ( features[1] < 0.103667 ) { + if ( features[8] < 2.01757 ) { + sum += 8.90845e-05; + } else { + sum += -8.90845e-05; + } + } else { + sum += 8.90845e-05; + } + // tree 1353 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.00010122; + } else { + sum += 0.00010122; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.00010122; + } else { + sum += -0.00010122; + } + } + // tree 1354 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 0.000102231; + } else { + sum += -0.000102231; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000102231; + } else { + sum += 0.000102231; + } + } + // tree 1355 + if ( features[4] < -1.47024 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.00010785; + } else { + sum += 0.00010785; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -0.00010785; + } else { + sum += 0.00010785; + } + } + // tree 1356 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -9.23933e-05; + } else { + sum += 9.23933e-05; + } + } else { + sum += 9.23933e-05; + } + // tree 1357 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000106062; + } else { + sum += -0.000106062; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 0.000106062; + } else { + sum += -0.000106062; + } + } + // tree 1358 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000119213; + } else { + sum += 0.000119213; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000119213; + } else { + sum += 0.000119213; + } + } + // tree 1359 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000108003; + } else { + sum += 0.000108003; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000108003; + } else { + sum += 0.000108003; + } + } + // tree 1360 + if ( features[5] < 0.473096 ) { + sum += 9.13611e-05; + } else { + if ( features[7] < 0.478265 ) { + sum += 9.13611e-05; + } else { + sum += -9.13611e-05; + } + } + // tree 1361 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 0.000103971; + } else { + sum += -0.000103971; + } + } else { + if ( features[9] < 2.64704 ) { + sum += -0.000103971; + } else { + sum += 0.000103971; + } + } + // tree 1362 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -9.95454e-05; + } else { + sum += 9.95454e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -9.95454e-05; + } else { + sum += 9.95454e-05; + } + } + // tree 1363 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000122062; + } else { + sum += -0.000122062; + } + } else { + if ( features[11] < 1.012 ) { + sum += -0.000122062; + } else { + sum += 0.000122062; + } + } + // tree 1364 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.98255 ) { + sum += 9.18126e-05; + } else { + sum += -9.18126e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -9.18126e-05; + } else { + sum += 9.18126e-05; + } + } + // tree 1365 + if ( features[9] < 1.87281 ) { + if ( features[2] < -0.120212 ) { + sum += -0.000104292; + } else { + sum += 0.000104292; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.000104292; + } else { + sum += 0.000104292; + } + } + // tree 1366 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 0.000101034; + } else { + sum += -0.000101034; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -0.000101034; + } else { + sum += 0.000101034; + } + } + // tree 1367 + if ( features[8] < 2.24069 ) { + if ( features[0] < 2.7896 ) { + sum += 0.000106938; + } else { + sum += -0.000106938; + } + } else { + if ( features[1] < -0.610293 ) { + sum += -0.000106938; + } else { + sum += 0.000106938; + } + } + // tree 1368 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000101479; + } else { + sum += 0.000101479; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000101479; + } else { + sum += -0.000101479; + } + } + // tree 1369 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000123097; + } else { + sum += 0.000123097; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000123097; + } else { + sum += 0.000123097; + } + } + // tree 1370 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000108225; + } else { + sum += 0.000108225; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000108225; + } else { + sum += 0.000108225; + } + } + // tree 1371 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -9.8561e-05; + } else { + sum += 9.8561e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -9.8561e-05; + } else { + sum += 9.8561e-05; + } + } + // tree 1372 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 9.83165e-05; + } else { + sum += -9.83165e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -9.83165e-05; + } else { + sum += 9.83165e-05; + } + } + // tree 1373 + if ( features[0] < 1.68308 ) { + if ( features[3] < 0.0161829 ) { + sum += 9.80922e-05; + } else { + sum += -9.80922e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -9.80922e-05; + } else { + sum += 9.80922e-05; + } + } + // tree 1374 + if ( features[7] < 0.979327 ) { + if ( features[12] < 4.69595 ) { + sum += 8.99095e-05; + } else { + sum += -8.99095e-05; + } + } else { + sum += -8.99095e-05; + } + // tree 1375 + if ( features[7] < 0.501269 ) { + if ( features[11] < 1.66939 ) { + sum += 9.90349e-05; + } else { + sum += -9.90349e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 9.90349e-05; + } else { + sum += -9.90349e-05; + } + } + // tree 1376 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 9.98994e-05; + } else { + sum += -9.98994e-05; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 9.98994e-05; + } else { + sum += -9.98994e-05; + } + } + // tree 1377 + if ( features[7] < 0.390948 ) { + if ( features[0] < 2.22866 ) { + sum += -0.000110622; + } else { + sum += 0.000110622; + } + } else { + if ( features[7] < 0.495339 ) { + sum += 0.000110622; + } else { + sum += -0.000110622; + } + } + // tree 1378 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000105096; + } else { + sum += 0.000105096; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000105096; + } else { + sum += -0.000105096; + } + } + // tree 1379 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -9.81353e-05; + } else { + sum += 9.81353e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -9.81353e-05; + } else { + sum += 9.81353e-05; + } + } + // tree 1380 + if ( features[7] < 0.979327 ) { + if ( features[1] < -0.814248 ) { + sum += -8.77685e-05; + } else { + sum += 8.77685e-05; + } + } else { + sum += -8.77685e-05; + } + // tree 1381 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000115988; + } else { + sum += 0.000115988; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -0.000115988; + } else { + sum += 0.000115988; + } + } + // tree 1382 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -0.000106926; + } else { + sum += 0.000106926; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -0.000106926; + } else { + sum += 0.000106926; + } + } + // tree 1383 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 9.73764e-05; + } else { + sum += -9.73764e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -9.73764e-05; + } else { + sum += 9.73764e-05; + } + } + // tree 1384 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 0.000100865; + } else { + sum += -0.000100865; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000100865; + } else { + sum += -0.000100865; + } + } + // tree 1385 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000122914; + } else { + sum += -0.000122914; + } + } else { + if ( features[6] < -0.231448 ) { + sum += 0.000122914; + } else { + sum += -0.000122914; + } + } + // tree 1386 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -9.14526e-05; + } else { + sum += 9.14526e-05; + } + } else { + if ( features[5] < 0.473405 ) { + sum += 9.14526e-05; + } else { + sum += -9.14526e-05; + } + } + // tree 1387 + if ( features[7] < 0.979327 ) { + if ( features[1] < -0.814248 ) { + sum += -9.12299e-05; + } else { + sum += 9.12299e-05; + } + } else { + if ( features[2] < 0.256409 ) { + sum += 9.12299e-05; + } else { + sum += -9.12299e-05; + } + } + // tree 1388 + if ( features[9] < 1.87281 ) { + if ( features[1] < -0.121204 ) { + sum += 0.000121807; + } else { + sum += -0.000121807; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000121807; + } else { + sum += 0.000121807; + } + } + // tree 1389 + if ( features[12] < 4.57639 ) { + sum += 8.88332e-05; + } else { + if ( features[9] < 2.15033 ) { + sum += -8.88332e-05; + } else { + sum += 8.88332e-05; + } + } + // tree 1390 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000103761; + } else { + sum += -0.000103761; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 0.000103761; + } else { + sum += -0.000103761; + } + } + // tree 1391 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.08991 ) { + sum += 0.000120893; + } else { + sum += -0.000120893; + } + } else { + if ( features[7] < 0.795458 ) { + sum += 0.000120893; + } else { + sum += -0.000120893; + } + } + // tree 1392 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -9.45839e-05; + } else { + sum += 9.45839e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -9.45839e-05; + } else { + sum += 9.45839e-05; + } + } + // tree 1393 + if ( features[7] < 0.501269 ) { + if ( features[5] < 0.783494 ) { + sum += 9.32768e-05; + } else { + sum += -9.32768e-05; + } + } else { + if ( features[9] < 1.87289 ) { + sum += -9.32768e-05; + } else { + sum += 9.32768e-05; + } + } + // tree 1394 + if ( features[6] < -0.231447 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000104747; + } else { + sum += 0.000104747; + } + } else { + if ( features[2] < 0.444703 ) { + sum += 0.000104747; + } else { + sum += -0.000104747; + } + } + // tree 1395 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000120316; + } else { + sum += 0.000120316; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000120316; + } else { + sum += -0.000120316; + } + } + // tree 1396 + if ( features[8] < 2.24069 ) { + if ( features[7] < 0.480746 ) { + sum += 0.000119214; + } else { + sum += -0.000119214; + } + } else { + if ( features[7] < 0.795458 ) { + sum += 0.000119214; + } else { + sum += -0.000119214; + } + } + // tree 1397 + if ( features[1] < 0.103667 ) { + if ( features[10] < -27.4195 ) { + sum += 9.5652e-05; + } else { + sum += -9.5652e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.5652e-05; + } else { + sum += -9.5652e-05; + } + } + // tree 1398 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000104057; + } else { + sum += -0.000104057; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000104057; + } else { + sum += -0.000104057; + } + } + // tree 1399 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.000142387; + } else { + sum += -0.000142387; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000142387; + } else { + sum += 0.000142387; + } + } + // tree 1400 + if ( features[4] < -1.47024 ) { + sum += 9.35825e-05; + } else { + if ( features[4] < -0.712726 ) { + sum += -9.35825e-05; + } else { + sum += 9.35825e-05; + } + } + // tree 1401 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000117348; + } else { + sum += 0.000117348; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000117348; + } else { + sum += 0.000117348; + } + } + // tree 1402 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000120764; + } else { + sum += 0.000120764; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000120764; + } else { + sum += 0.000120764; + } + } + // tree 1403 + if ( features[1] < 0.103667 ) { + if ( features[8] < 2.01757 ) { + sum += 9.36579e-05; + } else { + sum += -9.36579e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -9.36579e-05; + } else { + sum += 9.36579e-05; + } + } + // tree 1404 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000102115; + } else { + sum += 0.000102115; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 0.000102115; + } else { + sum += -0.000102115; + } + } + // tree 1405 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -8.49005e-05; + } else { + sum += 8.49005e-05; + } + } else { + if ( features[4] < -1.29629 ) { + sum += 8.49005e-05; + } else { + sum += -8.49005e-05; + } + } + // tree 1406 + if ( features[12] < 4.93509 ) { + if ( features[12] < 4.64526 ) { + sum += 8.44729e-05; + } else { + sum += -8.44729e-05; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 8.44729e-05; + } else { + sum += -8.44729e-05; + } + } + // tree 1407 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 0.00010008; + } else { + sum += -0.00010008; + } + } else { + if ( features[8] < 2.34517 ) { + sum += -0.00010008; + } else { + sum += 0.00010008; + } + } + // tree 1408 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 9.13545e-05; + } else { + sum += -9.13545e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -9.13545e-05; + } else { + sum += 9.13545e-05; + } + } + // tree 1409 + if ( features[6] < -0.231447 ) { + sum += 7.4521e-05; + } else { + if ( features[2] < 0.444703 ) { + sum += 7.4521e-05; + } else { + sum += -7.4521e-05; + } + } + // tree 1410 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.000103439; + } else { + sum += 0.000103439; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 0.000103439; + } else { + sum += -0.000103439; + } + } + // tree 1411 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -0.000105557; + } else { + sum += 0.000105557; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -0.000105557; + } else { + sum += 0.000105557; + } + } + // tree 1412 + if ( features[4] < -1.47024 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.000103791; + } else { + sum += 0.000103791; + } + } else { + if ( features[2] < 0.444798 ) { + sum += 0.000103791; + } else { + sum += -0.000103791; + } + } + // tree 1413 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000100852; + } else { + sum += -0.000100852; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -0.000100852; + } else { + sum += 0.000100852; + } + } + // tree 1414 + if ( features[11] < 1.84612 ) { + if ( features[1] < -0.717334 ) { + sum += -7.68208e-05; + } else { + sum += 7.68208e-05; + } + } else { + sum += -7.68208e-05; + } + // tree 1415 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -9.45247e-05; + } else { + sum += 9.45247e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 9.45247e-05; + } else { + sum += -9.45247e-05; + } + } + // tree 1416 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000118688; + } else { + sum += 0.000118688; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000118688; + } else { + sum += -0.000118688; + } + } + // tree 1417 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.97714e-05; + } else { + sum += -8.97714e-05; + } + } else { + sum += 8.97714e-05; + } + // tree 1418 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000120119; + } else { + sum += 0.000120119; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000120119; + } else { + sum += 0.000120119; + } + } + // tree 1419 + if ( features[12] < 4.93509 ) { + if ( features[3] < 0.0967294 ) { + sum += 9.06573e-05; + } else { + sum += -9.06573e-05; + } + } else { + if ( features[9] < 2.24593 ) { + sum += -9.06573e-05; + } else { + sum += 9.06573e-05; + } + } + // tree 1420 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000121041; + } else { + sum += -0.000121041; + } + } else { + if ( features[11] < 1.012 ) { + sum += -0.000121041; + } else { + sum += 0.000121041; + } + } + // tree 1421 + if ( features[5] < 0.473096 ) { + sum += 6.94187e-05; + } else { + if ( features[1] < -0.450506 ) { + sum += -6.94187e-05; + } else { + sum += 6.94187e-05; + } + } + // tree 1422 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 8.20735e-05; + } else { + sum += -8.20735e-05; + } + } else { + if ( features[5] < 0.472433 ) { + sum += 8.20735e-05; + } else { + sum += -8.20735e-05; + } + } + // tree 1423 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.08991 ) { + sum += 0.000109127; + } else { + sum += -0.000109127; + } + } else { + if ( features[4] < -0.948464 ) { + sum += 0.000109127; + } else { + sum += -0.000109127; + } + } + // tree 1424 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000100109; + } else { + sum += -0.000100109; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000100109; + } else { + sum += 0.000100109; + } + } + // tree 1425 + if ( features[7] < 0.501269 ) { + if ( features[12] < 4.80458 ) { + sum += 9.46761e-05; + } else { + sum += -9.46761e-05; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -9.46761e-05; + } else { + sum += 9.46761e-05; + } + } + // tree 1426 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.96259e-05; + } else { + sum += -9.96259e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.96259e-05; + } else { + sum += -9.96259e-05; + } + } + // tree 1427 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -9.95279e-05; + } else { + sum += 9.95279e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.95279e-05; + } else { + sum += -9.95279e-05; + } + } + // tree 1428 + if ( features[7] < 0.390948 ) { + if ( features[11] < 1.30347 ) { + sum += 9.88671e-05; + } else { + sum += -9.88671e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -9.88671e-05; + } else { + sum += 9.88671e-05; + } + } + // tree 1429 + if ( features[11] < 1.84612 ) { + if ( features[9] < 1.48104 ) { + sum += -7.06931e-05; + } else { + sum += 7.06931e-05; + } + } else { + sum += -7.06931e-05; + } + // tree 1430 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000102187; + } else { + sum += 0.000102187; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -0.000102187; + } else { + sum += 0.000102187; + } + } + // tree 1431 + if ( features[4] < -1.47024 ) { + sum += 9.23964e-05; + } else { + if ( features[4] < -0.712726 ) { + sum += -9.23964e-05; + } else { + sum += 9.23964e-05; + } + } + // tree 1432 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 8.07448e-05; + } else { + sum += -8.07448e-05; + } + } else { + if ( features[7] < 0.681579 ) { + sum += -8.07448e-05; + } else { + sum += 8.07448e-05; + } + } + // tree 1433 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000116664; + } else { + sum += 0.000116664; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 0.000116664; + } else { + sum += -0.000116664; + } + } + // tree 1434 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000113866; + } else { + sum += 0.000113866; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 0.000113866; + } else { + sum += -0.000113866; + } + } + // tree 1435 + if ( features[7] < 0.390948 ) { + if ( features[0] < 2.22866 ) { + sum += -0.000108164; + } else { + sum += 0.000108164; + } + } else { + if ( features[7] < 0.495339 ) { + sum += 0.000108164; + } else { + sum += -0.000108164; + } + } + // tree 1436 + if ( features[9] < 1.87281 ) { + if ( features[3] < 0.0322448 ) { + sum += 0.000115202; + } else { + sum += -0.000115202; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000115202; + } else { + sum += 0.000115202; + } + } + // tree 1437 + if ( features[1] < 0.103667 ) { + if ( features[11] < 1.17355 ) { + sum += 8.78986e-05; + } else { + sum += -8.78986e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.78986e-05; + } else { + sum += -8.78986e-05; + } + } + // tree 1438 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -9.93413e-05; + } else { + sum += 9.93413e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.93413e-05; + } else { + sum += -9.93413e-05; + } + } + // tree 1439 + if ( features[7] < 0.390948 ) { + if ( features[0] < 2.22866 ) { + sum += -0.000103974; + } else { + sum += 0.000103974; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.000103974; + } else { + sum += 0.000103974; + } + } + // tree 1440 + if ( features[7] < 0.390948 ) { + if ( features[0] < 2.22866 ) { + sum += -0.000107462; + } else { + sum += 0.000107462; + } + } else { + if ( features[7] < 0.495339 ) { + sum += 0.000107462; + } else { + sum += -0.000107462; + } + } + // tree 1441 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.00010166; + } else { + sum += 0.00010166; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.00010166; + } else { + sum += 0.00010166; + } + } + // tree 1442 + if ( features[7] < 0.390948 ) { + if ( features[8] < 2.11248 ) { + sum += 0.00010063; + } else { + sum += -0.00010063; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.00010063; + } else { + sum += 0.00010063; + } + } + // tree 1443 + if ( features[11] < 1.84612 ) { + if ( features[9] < 1.48104 ) { + sum += -7.01567e-05; + } else { + sum += 7.01567e-05; + } + } else { + sum += -7.01567e-05; + } + // tree 1444 + if ( features[7] < 0.501269 ) { + if ( features[12] < 4.80458 ) { + sum += 9.33728e-05; + } else { + sum += -9.33728e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 9.33728e-05; + } else { + sum += -9.33728e-05; + } + } + // tree 1445 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000103113; + } else { + sum += -0.000103113; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 0.000103113; + } else { + sum += -0.000103113; + } + } + // tree 1446 + if ( features[11] < 1.84612 ) { + if ( features[5] < 0.473096 ) { + sum += 7.16005e-05; + } else { + sum += -7.16005e-05; + } + } else { + sum += -7.16005e-05; + } + // tree 1447 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -8.93603e-05; + } else { + sum += 8.93603e-05; + } + } else { + sum += 8.93603e-05; + } + // tree 1448 + if ( features[1] < 0.103667 ) { + if ( features[10] < -27.4195 ) { + sum += 9.34497e-05; + } else { + sum += -9.34497e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.34497e-05; + } else { + sum += -9.34497e-05; + } + } + // tree 1449 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 8.81742e-05; + } else { + sum += -8.81742e-05; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -8.81742e-05; + } else { + sum += 8.81742e-05; + } + } + // tree 1450 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 9.26024e-05; + } else { + sum += -9.26024e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -9.26024e-05; + } else { + sum += 9.26024e-05; + } + } + // tree 1451 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000102331; + } else { + sum += -0.000102331; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000102331; + } else { + sum += -0.000102331; + } + } + // tree 1452 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000101658; + } else { + sum += 0.000101658; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 0.000101658; + } else { + sum += -0.000101658; + } + } + // tree 1453 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 0.00010969; + } else { + sum += -0.00010969; + } + } else { + if ( features[2] < 0.633096 ) { + sum += 0.00010969; + } else { + sum += -0.00010969; + } + } + // tree 1454 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000115155; + } else { + sum += 0.000115155; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000115155; + } else { + sum += 0.000115155; + } + } + // tree 1455 + if ( features[3] < 0.0967294 ) { + if ( features[9] < 1.48572 ) { + sum += -9.01477e-05; + } else { + sum += 9.01477e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 9.01477e-05; + } else { + sum += -9.01477e-05; + } + } + // tree 1456 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000109797; + } else { + sum += -0.000109797; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.000109797; + } else { + sum += 0.000109797; + } + } + // tree 1457 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 9.77042e-05; + } else { + sum += -9.77042e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -9.77042e-05; + } else { + sum += 9.77042e-05; + } + } + // tree 1458 + if ( features[7] < 0.501269 ) { + if ( features[11] < 1.66939 ) { + sum += 9.75467e-05; + } else { + sum += -9.75467e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -9.75467e-05; + } else { + sum += 9.75467e-05; + } + } + // tree 1459 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.000110555; + } else { + sum += -0.000110555; + } + } else { + if ( features[11] < 1.012 ) { + sum += -0.000110555; + } else { + sum += 0.000110555; + } + } + // tree 1460 + if ( features[2] < 0.821394 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000120075; + } else { + sum += 0.000120075; + } + } else { + if ( features[5] < 0.771044 ) { + sum += 0.000120075; + } else { + sum += -0.000120075; + } + } + // tree 1461 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 0.000101042; + } else { + sum += -0.000101042; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -0.000101042; + } else { + sum += 0.000101042; + } + } + // tree 1462 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.32601e-05; + } else { + sum += -9.32601e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -9.32601e-05; + } else { + sum += 9.32601e-05; + } + } + // tree 1463 + if ( features[2] < 0.821394 ) { + if ( features[8] < 2.24069 ) { + sum += -9.42881e-05; + } else { + sum += 9.42881e-05; + } + } else { + if ( features[12] < 4.57639 ) { + sum += 9.42881e-05; + } else { + sum += -9.42881e-05; + } + } + // tree 1464 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -9.75741e-05; + } else { + sum += 9.75741e-05; + } + } else { + if ( features[4] < -1.81665 ) { + sum += 9.75741e-05; + } else { + sum += -9.75741e-05; + } + } + // tree 1465 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.88716e-05; + } else { + sum += -9.88716e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.88716e-05; + } else { + sum += -9.88716e-05; + } + } + // tree 1466 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.47982e-05; + } else { + sum += 9.47982e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -9.47982e-05; + } else { + sum += 9.47982e-05; + } + } + // tree 1467 + if ( features[4] < -1.47024 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.000101313; + } else { + sum += 0.000101313; + } + } else { + if ( features[7] < 0.383222 ) { + sum += -0.000101313; + } else { + sum += 0.000101313; + } + } + // tree 1468 + if ( features[7] < 0.501269 ) { + if ( features[5] < 0.783494 ) { + sum += 8.99301e-05; + } else { + sum += -8.99301e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 8.99301e-05; + } else { + sum += -8.99301e-05; + } + } + // tree 1469 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000115117; + } else { + sum += 0.000115117; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 0.000115117; + } else { + sum += -0.000115117; + } + } + // tree 1470 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -9.95775e-05; + } else { + sum += 9.95775e-05; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -9.95775e-05; + } else { + sum += 9.95775e-05; + } + } + // tree 1471 + if ( features[0] < 1.68308 ) { + if ( features[2] < 0.493201 ) { + sum += 8.63264e-05; + } else { + sum += -8.63264e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -8.63264e-05; + } else { + sum += 8.63264e-05; + } + } + // tree 1472 + if ( features[7] < 0.501269 ) { + sum += 8.7579e-05; + } else { + if ( features[12] < 4.33725 ) { + sum += 8.7579e-05; + } else { + sum += -8.7579e-05; + } + } + // tree 1473 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 0.000100133; + } else { + sum += -0.000100133; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000100133; + } else { + sum += 0.000100133; + } + } + // tree 1474 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.85326e-05; + } else { + sum += -9.85326e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.85326e-05; + } else { + sum += -9.85326e-05; + } + } + // tree 1475 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000125261; + } else { + sum += -0.000125261; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000125261; + } else { + sum += -0.000125261; + } + } + // tree 1476 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.00012459; + } else { + sum += -0.00012459; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.00012459; + } else { + sum += -0.00012459; + } + } + // tree 1477 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000113756; + } else { + sum += -0.000113756; + } + } else { + if ( features[8] < 1.93106 ) { + sum += -0.000113756; + } else { + sum += 0.000113756; + } + } + // tree 1478 + if ( features[7] < 0.390948 ) { + if ( features[2] < -0.221269 ) { + sum += 0.000100636; + } else { + sum += -0.000100636; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.000100636; + } else { + sum += 0.000100636; + } + } + // tree 1479 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.19259e-05; + } else { + sum += 9.19259e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -9.19259e-05; + } else { + sum += 9.19259e-05; + } + } + // tree 1480 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000107372; + } else { + sum += -0.000107372; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -0.000107372; + } else { + sum += 0.000107372; + } + } + // tree 1481 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000100197; + } else { + sum += 0.000100197; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -0.000100197; + } else { + sum += 0.000100197; + } + } + // tree 1482 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000108629; + } else { + sum += -0.000108629; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.000108629; + } else { + sum += 0.000108629; + } + } + // tree 1483 + if ( features[11] < 1.84612 ) { + if ( features[5] < 0.473096 ) { + sum += 7.03762e-05; + } else { + sum += -7.03762e-05; + } + } else { + sum += -7.03762e-05; + } + // tree 1484 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000101503; + } else { + sum += -0.000101503; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000101503; + } else { + sum += -0.000101503; + } + } + // tree 1485 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.39404e-05; + } else { + sum += -9.39404e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -9.39404e-05; + } else { + sum += 9.39404e-05; + } + } + // tree 1486 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -0.000108861; + } else { + sum += 0.000108861; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000108861; + } else { + sum += 0.000108861; + } + } + // tree 1487 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 9.68723e-05; + } else { + sum += -9.68723e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.68723e-05; + } else { + sum += -9.68723e-05; + } + } + // tree 1488 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000111729; + } else { + sum += -0.000111729; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000111729; + } else { + sum += -0.000111729; + } + } + // tree 1489 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 9.70539e-05; + } else { + sum += -9.70539e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.70539e-05; + } else { + sum += -9.70539e-05; + } + } + // tree 1490 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -9.71575e-05; + } else { + sum += 9.71575e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.71575e-05; + } else { + sum += -9.71575e-05; + } + } + // tree 1491 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000100309; + } else { + sum += -0.000100309; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000100309; + } else { + sum += -0.000100309; + } + } + // tree 1492 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -8.86578e-05; + } else { + sum += 8.86578e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 8.86578e-05; + } else { + sum += -8.86578e-05; + } + } + // tree 1493 + if ( features[7] < 0.979327 ) { + if ( features[12] < 4.69595 ) { + sum += 9.20864e-05; + } else { + sum += -9.20864e-05; + } + } else { + if ( features[9] < 2.35674 ) { + sum += 9.20864e-05; + } else { + sum += -9.20864e-05; + } + } + // tree 1494 + if ( features[5] < 0.473096 ) { + if ( features[7] < 0.353762 ) { + sum += -9.13045e-05; + } else { + sum += 9.13045e-05; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 9.13045e-05; + } else { + sum += -9.13045e-05; + } + } + // tree 1495 + if ( features[7] < 0.979327 ) { + if ( features[12] < 4.69595 ) { + sum += 8.61566e-05; + } else { + sum += -8.61566e-05; + } + } else { + sum += -8.61566e-05; + } + // tree 1496 + if ( features[7] < 0.979327 ) { + if ( features[8] < 1.45949 ) { + sum += -9.01903e-05; + } else { + sum += 9.01903e-05; + } + } else { + if ( features[2] < 0.256409 ) { + sum += 9.01903e-05; + } else { + sum += -9.01903e-05; + } + } + // tree 1497 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 9.76684e-05; + } else { + sum += -9.76684e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -9.76684e-05; + } else { + sum += 9.76684e-05; + } + } + // tree 1498 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000123383; + } else { + sum += -0.000123383; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000123383; + } else { + sum += -0.000123383; + } + } + // tree 1499 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.74113e-05; + } else { + sum += 8.74113e-05; + } + } else { + sum += 8.74113e-05; + } + return sum; +} diff --git a/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1500-1799.cpp b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1500-1799.cpp new file mode 100644 index 000000000..768c4b688 --- /dev/null +++ b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1500-1799.cpp @@ -0,0 +1,4114 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include <vector> + +#include "../SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" + +/* @brief a BDT implementation, returning the sum of all tree weights given + * a feature vector + */ +double SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1::tree_5( const std::vector<double>& features ) const { + double sum = 0; + + // tree 1500 + if ( features[7] < 0.979327 ) { + if ( features[8] < 1.45949 ) { + sum += -9.1078e-05; + } else { + sum += 9.1078e-05; + } + } else { + if ( features[9] < 2.35674 ) { + sum += 9.1078e-05; + } else { + sum += -9.1078e-05; + } + } + // tree 1501 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.98255 ) { + sum += 8.27687e-05; + } else { + sum += -8.27687e-05; + } + } else { + if ( features[12] < 4.56635 ) { + sum += -8.27687e-05; + } else { + sum += 8.27687e-05; + } + } + // tree 1502 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -8.84408e-05; + } else { + sum += 8.84408e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 8.84408e-05; + } else { + sum += -8.84408e-05; + } + } + // tree 1503 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000113003; + } else { + sum += 0.000113003; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000113003; + } else { + sum += 0.000113003; + } + } + // tree 1504 + if ( features[4] < -1.47024 ) { + if ( features[3] < 0.0644871 ) { + sum += 8.83138e-05; + } else { + sum += -8.83138e-05; + } + } else { + if ( features[2] < 0.633096 ) { + sum += 8.83138e-05; + } else { + sum += -8.83138e-05; + } + } + // tree 1505 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000112511; + } else { + sum += 0.000112511; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000112511; + } else { + sum += 0.000112511; + } + } + // tree 1506 + if ( features[7] < 0.390948 ) { + if ( features[0] < 2.22866 ) { + sum += -0.000104766; + } else { + sum += 0.000104766; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000104766; + } else { + sum += -0.000104766; + } + } + // tree 1507 + if ( features[7] < 0.390948 ) { + if ( features[0] < 2.22866 ) { + sum += -0.000104205; + } else { + sum += 0.000104205; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000104205; + } else { + sum += -0.000104205; + } + } + // tree 1508 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.93509 ) { + sum += 9.53189e-05; + } else { + sum += -9.53189e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 9.53189e-05; + } else { + sum += -9.53189e-05; + } + } + // tree 1509 + if ( features[7] < 0.390948 ) { + if ( features[11] < 1.30347 ) { + sum += 8.9283e-05; + } else { + sum += -8.9283e-05; + } + } else { + if ( features[8] < 1.93106 ) { + sum += -8.9283e-05; + } else { + sum += 8.9283e-05; + } + } + // tree 1510 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000103559; + } else { + sum += -0.000103559; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -0.000103559; + } else { + sum += 0.000103559; + } + } + // tree 1511 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000110115; + } else { + sum += -0.000110115; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -0.000110115; + } else { + sum += 0.000110115; + } + } + // tree 1512 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.98657e-05; + } else { + sum += -9.98657e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 9.98657e-05; + } else { + sum += -9.98657e-05; + } + } + // tree 1513 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 8.64495e-05; + } else { + sum += -8.64495e-05; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -8.64495e-05; + } else { + sum += 8.64495e-05; + } + } + // tree 1514 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 8.20375e-05; + } else { + sum += -8.20375e-05; + } + } else { + if ( features[5] < 0.472433 ) { + sum += 8.20375e-05; + } else { + sum += -8.20375e-05; + } + } + // tree 1515 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -9.97034e-05; + } else { + sum += 9.97034e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.97034e-05; + } else { + sum += -9.97034e-05; + } + } + // tree 1516 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.92822e-05; + } else { + sum += -9.92822e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 9.92822e-05; + } else { + sum += -9.92822e-05; + } + } + // tree 1517 + if ( features[11] < 1.84612 ) { + if ( features[7] < 0.979305 ) { + sum += 8.47159e-05; + } else { + sum += -8.47159e-05; + } + } else { + sum += -8.47159e-05; + } + // tree 1518 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 8.80436e-05; + } else { + sum += -8.80436e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -8.80436e-05; + } else { + sum += 8.80436e-05; + } + } + // tree 1519 + sum += 4.55273e-05; + // tree 1520 + if ( features[7] < 0.390948 ) { + if ( features[9] < 1.93614 ) { + sum += 0.000104046; + } else { + sum += -0.000104046; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000104046; + } else { + sum += -0.000104046; + } + } + // tree 1521 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.58929e-05; + } else { + sum += -9.58929e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.58929e-05; + } else { + sum += -9.58929e-05; + } + } + // tree 1522 + if ( features[7] < 0.390948 ) { + if ( features[9] < 1.93614 ) { + sum += 9.37326e-05; + } else { + sum += -9.37326e-05; + } + } else { + if ( features[8] < 1.93106 ) { + sum += -9.37326e-05; + } else { + sum += 9.37326e-05; + } + } + // tree 1523 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -9.94209e-05; + } else { + sum += 9.94209e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -9.94209e-05; + } else { + sum += 9.94209e-05; + } + } + // tree 1524 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000114376; + } else { + sum += -0.000114376; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000114376; + } else { + sum += 0.000114376; + } + } + // tree 1525 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -8.73574e-05; + } else { + sum += 8.73574e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 8.73574e-05; + } else { + sum += -8.73574e-05; + } + } + // tree 1526 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000109173; + } else { + sum += -0.000109173; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -0.000109173; + } else { + sum += 0.000109173; + } + } + // tree 1527 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 9.20007e-05; + } else { + sum += -9.20007e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -9.20007e-05; + } else { + sum += 9.20007e-05; + } + } + // tree 1528 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.6049e-05; + } else { + sum += 9.6049e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.6049e-05; + } else { + sum += -9.6049e-05; + } + } + // tree 1529 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.82053e-05; + } else { + sum += -9.82053e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 9.82053e-05; + } else { + sum += -9.82053e-05; + } + } + // tree 1530 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000108376; + } else { + sum += -0.000108376; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -0.000108376; + } else { + sum += 0.000108376; + } + } + // tree 1531 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 9.908e-05; + } else { + sum += -9.908e-05; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -9.908e-05; + } else { + sum += 9.908e-05; + } + } + // tree 1532 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000116738; + } else { + sum += -0.000116738; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000116738; + } else { + sum += 0.000116738; + } + } + // tree 1533 + if ( features[7] < 0.979327 ) { + if ( features[8] < 1.45949 ) { + sum += -8.94087e-05; + } else { + sum += 8.94087e-05; + } + } else { + if ( features[2] < 0.256409 ) { + sum += 8.94087e-05; + } else { + sum += -8.94087e-05; + } + } + // tree 1534 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000107502; + } else { + sum += -0.000107502; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -0.000107502; + } else { + sum += 0.000107502; + } + } + // tree 1535 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 9.85038e-05; + } else { + sum += -9.85038e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.85038e-05; + } else { + sum += -9.85038e-05; + } + } + // tree 1536 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -9.11071e-05; + } else { + sum += 9.11071e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -9.11071e-05; + } else { + sum += 9.11071e-05; + } + } + // tree 1537 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -9.27414e-05; + } else { + sum += 9.27414e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -9.27414e-05; + } else { + sum += 9.27414e-05; + } + } + // tree 1538 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000104589; + } else { + sum += -0.000104589; + } + } else { + if ( features[7] < 0.464439 ) { + sum += 0.000104589; + } else { + sum += -0.000104589; + } + } + // tree 1539 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.81437e-05; + } else { + sum += 9.81437e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 9.81437e-05; + } else { + sum += -9.81437e-05; + } + } + // tree 1540 + if ( features[7] < 0.390948 ) { + if ( features[0] < 2.22866 ) { + sum += -0.000103343; + } else { + sum += 0.000103343; + } + } else { + if ( features[7] < 1.09558 ) { + sum += 0.000103343; + } else { + sum += -0.000103343; + } + } + // tree 1541 + if ( features[7] < 0.390948 ) { + if ( features[9] < 1.93614 ) { + sum += 8.24861e-05; + } else { + sum += -8.24861e-05; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -8.24861e-05; + } else { + sum += 8.24861e-05; + } + } + // tree 1542 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -8.81533e-05; + } else { + sum += 8.81533e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -8.81533e-05; + } else { + sum += 8.81533e-05; + } + } + // tree 1543 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000105889; + } else { + sum += -0.000105889; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.000105889; + } else { + sum += 0.000105889; + } + } + // tree 1544 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000113979; + } else { + sum += -0.000113979; + } + } else { + if ( features[11] < 1.012 ) { + sum += -0.000113979; + } else { + sum += 0.000113979; + } + } + // tree 1545 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 9.81553e-05; + } else { + sum += -9.81553e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.81553e-05; + } else { + sum += -9.81553e-05; + } + } + // tree 1546 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000105256; + } else { + sum += -0.000105256; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.000105256; + } else { + sum += 0.000105256; + } + } + // tree 1547 + if ( features[7] < 0.390948 ) { + if ( features[2] < -0.221269 ) { + sum += 9.08164e-05; + } else { + sum += -9.08164e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 9.08164e-05; + } else { + sum += -9.08164e-05; + } + } + // tree 1548 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000113309; + } else { + sum += -0.000113309; + } + } else { + if ( features[11] < 1.012 ) { + sum += -0.000113309; + } else { + sum += 0.000113309; + } + } + // tree 1549 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 9.78048e-05; + } else { + sum += -9.78048e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.78048e-05; + } else { + sum += -9.78048e-05; + } + } + // tree 1550 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 9.57528e-05; + } else { + sum += -9.57528e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -9.57528e-05; + } else { + sum += 9.57528e-05; + } + } + // tree 1551 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 8.63299e-05; + } else { + sum += -8.63299e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 8.63299e-05; + } else { + sum += -8.63299e-05; + } + } + // tree 1552 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -8.43807e-05; + } else { + sum += 8.43807e-05; + } + } else { + if ( features[3] < 0.128972 ) { + sum += 8.43807e-05; + } else { + sum += -8.43807e-05; + } + } + // tree 1553 + sum += 4.54341e-05; + // tree 1554 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.93509 ) { + sum += 8.85574e-05; + } else { + sum += -8.85574e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -8.85574e-05; + } else { + sum += 8.85574e-05; + } + } + // tree 1555 + if ( features[7] < 0.390948 ) { + if ( features[0] < 2.22866 ) { + sum += -8.55302e-05; + } else { + sum += 8.55302e-05; + } + } else { + if ( features[5] < 1.09634 ) { + sum += 8.55302e-05; + } else { + sum += -8.55302e-05; + } + } + // tree 1556 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000114312; + } else { + sum += 0.000114312; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000114312; + } else { + sum += -0.000114312; + } + } + // tree 1557 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 8.86276e-05; + } else { + sum += -8.86276e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -8.86276e-05; + } else { + sum += 8.86276e-05; + } + } + // tree 1558 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000114221; + } else { + sum += -0.000114221; + } + } else { + if ( features[11] < 1.012 ) { + sum += -0.000114221; + } else { + sum += 0.000114221; + } + } + // tree 1559 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -8.92614e-05; + } else { + sum += 8.92614e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -8.92614e-05; + } else { + sum += 8.92614e-05; + } + } + // tree 1560 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -9.72271e-05; + } else { + sum += 9.72271e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.72271e-05; + } else { + sum += -9.72271e-05; + } + } + // tree 1561 + if ( features[1] < 0.103667 ) { + if ( features[4] < -2.68787 ) { + sum += 7.95321e-05; + } else { + sum += -7.95321e-05; + } + } else { + sum += 7.95321e-05; + } + // tree 1562 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.98255 ) { + sum += 8.54303e-05; + } else { + sum += -8.54303e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -8.54303e-05; + } else { + sum += 8.54303e-05; + } + } + // tree 1563 + if ( features[7] < 0.501269 ) { + if ( features[12] < 4.80458 ) { + sum += 9.28453e-05; + } else { + sum += -9.28453e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -9.28453e-05; + } else { + sum += 9.28453e-05; + } + } + // tree 1564 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.0001363; + } else { + sum += -0.0001363; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.0001363; + } else { + sum += 0.0001363; + } + } + // tree 1565 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.8454e-05; + } else { + sum += -8.8454e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -8.8454e-05; + } else { + sum += 8.8454e-05; + } + } + // tree 1566 + if ( features[7] < 0.390948 ) { + if ( features[9] < 1.93614 ) { + sum += 9.2058e-05; + } else { + sum += -9.2058e-05; + } + } else { + if ( features[8] < 1.93106 ) { + sum += -9.2058e-05; + } else { + sum += 9.2058e-05; + } + } + // tree 1567 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000103586; + } else { + sum += -0.000103586; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -0.000103586; + } else { + sum += 0.000103586; + } + } + // tree 1568 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -8.81887e-05; + } else { + sum += 8.81887e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -8.81887e-05; + } else { + sum += 8.81887e-05; + } + } + // tree 1569 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000101379; + } else { + sum += 0.000101379; + } + } else { + if ( features[10] < -27.4258 ) { + sum += 0.000101379; + } else { + sum += -0.000101379; + } + } + // tree 1570 + if ( features[7] < 0.390948 ) { + if ( features[9] < 1.93614 ) { + sum += 9.09268e-05; + } else { + sum += -9.09268e-05; + } + } else { + if ( features[6] < -0.231447 ) { + sum += 9.09268e-05; + } else { + sum += -9.09268e-05; + } + } + // tree 1571 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 9.49669e-05; + } else { + sum += -9.49669e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -9.49669e-05; + } else { + sum += 9.49669e-05; + } + } + // tree 1572 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -9.65573e-05; + } else { + sum += 9.65573e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -9.65573e-05; + } else { + sum += 9.65573e-05; + } + } + // tree 1573 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -0.000101162; + } else { + sum += 0.000101162; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -0.000101162; + } else { + sum += 0.000101162; + } + } + // tree 1574 + if ( features[1] < 0.103667 ) { + if ( features[8] < 2.01757 ) { + sum += 8.29027e-05; + } else { + sum += -8.29027e-05; + } + } else { + sum += 8.29027e-05; + } + // tree 1575 + if ( features[7] < 0.501269 ) { + if ( features[11] < 1.66939 ) { + sum += 9.23396e-05; + } else { + sum += -9.23396e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -9.23396e-05; + } else { + sum += 9.23396e-05; + } + } + // tree 1576 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000113419; + } else { + sum += -0.000113419; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000113419; + } else { + sum += 0.000113419; + } + } + // tree 1577 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000110302; + } else { + sum += 0.000110302; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000110302; + } else { + sum += 0.000110302; + } + } + // tree 1578 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 9.86968e-05; + } else { + sum += -9.86968e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -9.86968e-05; + } else { + sum += 9.86968e-05; + } + } + // tree 1579 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.00594e-05; + } else { + sum += -9.00594e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -9.00594e-05; + } else { + sum += 9.00594e-05; + } + } + // tree 1580 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.6671e-05; + } else { + sum += -9.6671e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.6671e-05; + } else { + sum += -9.6671e-05; + } + } + // tree 1581 + if ( features[7] < 0.390948 ) { + if ( features[2] < -0.221269 ) { + sum += 0.00010168; + } else { + sum += -0.00010168; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.00010168; + } else { + sum += -0.00010168; + } + } + // tree 1582 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -9.7017e-05; + } else { + sum += 9.7017e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -9.7017e-05; + } else { + sum += 9.7017e-05; + } + } + // tree 1583 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000100711; + } else { + sum += -0.000100711; + } + } else { + if ( features[6] < -2.15667 ) { + sum += 0.000100711; + } else { + sum += -0.000100711; + } + } + // tree 1584 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.61629e-05; + } else { + sum += 9.61629e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.61629e-05; + } else { + sum += -9.61629e-05; + } + } + // tree 1585 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.48434e-05; + } else { + sum += 8.48434e-05; + } + } else { + sum += 8.48434e-05; + } + // tree 1586 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.93509 ) { + sum += 8.66207e-05; + } else { + sum += -8.66207e-05; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 8.66207e-05; + } else { + sum += -8.66207e-05; + } + } + // tree 1587 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 8.46411e-05; + } else { + sum += -8.46411e-05; + } + } else { + sum += 8.46411e-05; + } + // tree 1588 + if ( features[3] < 0.0967294 ) { + if ( features[8] < 1.51822 ) { + sum += -7.54791e-05; + } else { + sum += 7.54791e-05; + } + } else { + if ( features[11] < 1.75004 ) { + sum += -7.54791e-05; + } else { + sum += 7.54791e-05; + } + } + // tree 1589 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 0.000111417; + } else { + sum += -0.000111417; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -0.000111417; + } else { + sum += 0.000111417; + } + } + // tree 1590 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000111683; + } else { + sum += 0.000111683; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -0.000111683; + } else { + sum += 0.000111683; + } + } + // tree 1591 + if ( features[12] < 4.57639 ) { + sum += 8.36164e-05; + } else { + if ( features[0] < 2.53058 ) { + sum += -8.36164e-05; + } else { + sum += 8.36164e-05; + } + } + // tree 1592 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -8.36322e-05; + } else { + sum += 8.36322e-05; + } + } else { + sum += 8.36322e-05; + } + // tree 1593 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000138059; + } else { + sum += -0.000138059; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000138059; + } else { + sum += 0.000138059; + } + } + // tree 1594 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000104851; + } else { + sum += -0.000104851; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -0.000104851; + } else { + sum += 0.000104851; + } + } + // tree 1595 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000101775; + } else { + sum += -0.000101775; + } + } else { + if ( features[7] < 0.464439 ) { + sum += 0.000101775; + } else { + sum += -0.000101775; + } + } + // tree 1596 + if ( features[7] < 0.979327 ) { + if ( features[11] < 1.84612 ) { + sum += 8.9381e-05; + } else { + sum += -8.9381e-05; + } + } else { + if ( features[9] < 2.35674 ) { + sum += 8.9381e-05; + } else { + sum += -8.9381e-05; + } + } + // tree 1597 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 9.73049e-05; + } else { + sum += -9.73049e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -9.73049e-05; + } else { + sum += 9.73049e-05; + } + } + // tree 1598 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000104198; + } else { + sum += -0.000104198; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -0.000104198; + } else { + sum += 0.000104198; + } + } + // tree 1599 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000102916; + } else { + sum += -0.000102916; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -0.000102916; + } else { + sum += 0.000102916; + } + } + // tree 1600 + if ( features[1] < 0.103667 ) { + if ( features[0] < 2.78895 ) { + sum += 8.51755e-05; + } else { + sum += -8.51755e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -8.51755e-05; + } else { + sum += 8.51755e-05; + } + } + // tree 1601 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000100293; + } else { + sum += 0.000100293; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000100293; + } else { + sum += 0.000100293; + } + } + // tree 1602 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -8.78845e-05; + } else { + sum += 8.78845e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -8.78845e-05; + } else { + sum += 8.78845e-05; + } + } + // tree 1603 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.98255 ) { + sum += 9.03835e-05; + } else { + sum += -9.03835e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 9.03835e-05; + } else { + sum += -9.03835e-05; + } + } + // tree 1604 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000100986; + } else { + sum += -0.000100986; + } + } else { + if ( features[7] < 0.464439 ) { + sum += 0.000100986; + } else { + sum += -0.000100986; + } + } + // tree 1605 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 9.39162e-05; + } else { + sum += -9.39162e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.39162e-05; + } else { + sum += -9.39162e-05; + } + } + // tree 1606 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000119949; + } else { + sum += -0.000119949; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000119949; + } else { + sum += -0.000119949; + } + } + // tree 1607 + if ( features[7] < 0.390948 ) { + if ( features[2] < -0.221269 ) { + sum += 9.33941e-05; + } else { + sum += -9.33941e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 9.33941e-05; + } else { + sum += -9.33941e-05; + } + } + // tree 1608 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000101423; + } else { + sum += -0.000101423; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.000101423; + } else { + sum += 0.000101423; + } + } + // tree 1609 + if ( features[7] < 0.390948 ) { + if ( features[8] < 2.11248 ) { + sum += 0.000100649; + } else { + sum += -0.000100649; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000100649; + } else { + sum += -0.000100649; + } + } + // tree 1610 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -9.36524e-05; + } else { + sum += 9.36524e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.36524e-05; + } else { + sum += -9.36524e-05; + } + } + // tree 1611 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000100988; + } else { + sum += -0.000100988; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.000100988; + } else { + sum += 0.000100988; + } + } + // tree 1612 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 9.58581e-05; + } else { + sum += -9.58581e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.58581e-05; + } else { + sum += -9.58581e-05; + } + } + // tree 1613 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.32117e-05; + } else { + sum += 9.32117e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.32117e-05; + } else { + sum += -9.32117e-05; + } + } + // tree 1614 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.93509 ) { + sum += 9.21366e-05; + } else { + sum += -9.21366e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 9.21366e-05; + } else { + sum += -9.21366e-05; + } + } + // tree 1615 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.57261e-05; + } else { + sum += -9.57261e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.57261e-05; + } else { + sum += -9.57261e-05; + } + } + // tree 1616 + if ( features[5] < 0.473096 ) { + if ( features[7] < 0.353762 ) { + sum += -8.41167e-05; + } else { + sum += 8.41167e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.41167e-05; + } else { + sum += -8.41167e-05; + } + } + // tree 1617 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.000133101; + } else { + sum += -0.000133101; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000133101; + } else { + sum += 0.000133101; + } + } + // tree 1618 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 9.41634e-05; + } else { + sum += -9.41634e-05; + } + } else { + if ( features[7] < 0.464439 ) { + sum += 9.41634e-05; + } else { + sum += -9.41634e-05; + } + } + // tree 1619 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.87073e-05; + } else { + sum += 8.87073e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -8.87073e-05; + } else { + sum += 8.87073e-05; + } + } + // tree 1620 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.4812e-05; + } else { + sum += -9.4812e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.4812e-05; + } else { + sum += -9.4812e-05; + } + } + // tree 1621 + if ( features[7] < 0.979327 ) { + if ( features[12] < 4.69595 ) { + sum += 8.92275e-05; + } else { + sum += -8.92275e-05; + } + } else { + if ( features[9] < 2.35674 ) { + sum += 8.92275e-05; + } else { + sum += -8.92275e-05; + } + } + // tree 1622 + if ( features[7] < 0.979327 ) { + if ( features[11] < 1.84612 ) { + sum += 8.87858e-05; + } else { + sum += -8.87858e-05; + } + } else { + if ( features[9] < 2.35674 ) { + sum += 8.87858e-05; + } else { + sum += -8.87858e-05; + } + } + // tree 1623 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 9.54755e-05; + } else { + sum += -9.54755e-05; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -9.54755e-05; + } else { + sum += 9.54755e-05; + } + } + // tree 1624 + if ( features[3] < 0.0967294 ) { + if ( features[8] < 1.51822 ) { + sum += -7.31762e-05; + } else { + sum += 7.31762e-05; + } + } else { + if ( features[7] < 0.538043 ) { + sum += 7.31762e-05; + } else { + sum += -7.31762e-05; + } + } + // tree 1625 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.49726e-05; + } else { + sum += 9.49726e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.49726e-05; + } else { + sum += -9.49726e-05; + } + } + // tree 1626 + if ( features[7] < 0.390948 ) { + if ( features[9] < 1.93614 ) { + sum += 0.000101421; + } else { + sum += -0.000101421; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000101421; + } else { + sum += -0.000101421; + } + } + // tree 1627 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.79963e-05; + } else { + sum += 8.79963e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -8.79963e-05; + } else { + sum += 8.79963e-05; + } + } + // tree 1628 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000112878; + } else { + sum += 0.000112878; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000112878; + } else { + sum += -0.000112878; + } + } + // tree 1629 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 9.75698e-05; + } else { + sum += -9.75698e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -9.75698e-05; + } else { + sum += 9.75698e-05; + } + } + // tree 1630 + if ( features[7] < 0.501269 ) { + if ( features[11] < 1.66939 ) { + sum += 9.01615e-05; + } else { + sum += -9.01615e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -9.01615e-05; + } else { + sum += 9.01615e-05; + } + } + // tree 1631 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -9.45748e-05; + } else { + sum += 9.45748e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 9.45748e-05; + } else { + sum += -9.45748e-05; + } + } + // tree 1632 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.32707e-05; + } else { + sum += -8.32707e-05; + } + } else { + sum += 8.32707e-05; + } + // tree 1633 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000103719; + } else { + sum += -0.000103719; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -0.000103719; + } else { + sum += 0.000103719; + } + } + // tree 1634 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000112091; + } else { + sum += -0.000112091; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000112091; + } else { + sum += 0.000112091; + } + } + // tree 1635 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -9.58504e-05; + } else { + sum += 9.58504e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -9.58504e-05; + } else { + sum += 9.58504e-05; + } + } + // tree 1636 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -8.13987e-05; + } else { + sum += 8.13987e-05; + } + } else { + if ( features[6] < -0.231447 ) { + sum += 8.13987e-05; + } else { + sum += -8.13987e-05; + } + } + // tree 1637 + if ( features[1] < 0.103667 ) { + if ( features[0] < 2.78895 ) { + sum += 8.9017e-05; + } else { + sum += -8.9017e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.9017e-05; + } else { + sum += -8.9017e-05; + } + } + // tree 1638 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000111321; + } else { + sum += -0.000111321; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000111321; + } else { + sum += 0.000111321; + } + } + // tree 1639 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.43507e-05; + } else { + sum += -9.43507e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.43507e-05; + } else { + sum += -9.43507e-05; + } + } + // tree 1640 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 9.4531e-05; + } else { + sum += -9.4531e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.4531e-05; + } else { + sum += -9.4531e-05; + } + } + // tree 1641 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000102353; + } else { + sum += -0.000102353; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -0.000102353; + } else { + sum += 0.000102353; + } + } + // tree 1642 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000110499; + } else { + sum += -0.000110499; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000110499; + } else { + sum += -0.000110499; + } + } + // tree 1643 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000136173; + } else { + sum += -0.000136173; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.000136173; + } else { + sum += 0.000136173; + } + } + // tree 1644 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.000103317; + } else { + sum += -0.000103317; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000103317; + } else { + sum += 0.000103317; + } + } + // tree 1645 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000111522; + } else { + sum += 0.000111522; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000111522; + } else { + sum += 0.000111522; + } + } + // tree 1646 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000107579; + } else { + sum += -0.000107579; + } + } else { + if ( features[8] < 1.93106 ) { + sum += -0.000107579; + } else { + sum += 0.000107579; + } + } + // tree 1647 + if ( features[8] < 2.24069 ) { + if ( features[7] < 0.480746 ) { + sum += 0.000110879; + } else { + sum += -0.000110879; + } + } else { + if ( features[7] < 0.795458 ) { + sum += 0.000110879; + } else { + sum += -0.000110879; + } + } + // tree 1648 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 9.38338e-05; + } else { + sum += -9.38338e-05; + } + } else { + if ( features[9] < 1.86353 ) { + sum += -9.38338e-05; + } else { + sum += 9.38338e-05; + } + } + // tree 1649 + if ( features[5] < 0.473096 ) { + if ( features[8] < 2.17759 ) { + sum += -8.7563e-05; + } else { + sum += 8.7563e-05; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 8.7563e-05; + } else { + sum += -8.7563e-05; + } + } + // tree 1650 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.46643e-05; + } else { + sum += 9.46643e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 9.46643e-05; + } else { + sum += -9.46643e-05; + } + } + // tree 1651 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 0.000101712; + } else { + sum += -0.000101712; + } + } else { + if ( features[11] < 1.17355 ) { + sum += 0.000101712; + } else { + sum += -0.000101712; + } + } + // tree 1652 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.70099e-05; + } else { + sum += 8.70099e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -8.70099e-05; + } else { + sum += 8.70099e-05; + } + } + // tree 1653 + if ( features[8] < 2.24069 ) { + if ( features[6] < -0.88487 ) { + sum += -0.000109532; + } else { + sum += 0.000109532; + } + } else { + if ( features[5] < 0.610294 ) { + sum += 0.000109532; + } else { + sum += -0.000109532; + } + } + // tree 1654 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 9.24641e-05; + } else { + sum += -9.24641e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.24641e-05; + } else { + sum += -9.24641e-05; + } + } + // tree 1655 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.39227e-05; + } else { + sum += -9.39227e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 9.39227e-05; + } else { + sum += -9.39227e-05; + } + } + // tree 1656 + if ( features[4] < -1.47024 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.000105073; + } else { + sum += 0.000105073; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -0.000105073; + } else { + sum += 0.000105073; + } + } + // tree 1657 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -9.19525e-05; + } else { + sum += 9.19525e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 9.19525e-05; + } else { + sum += -9.19525e-05; + } + } + // tree 1658 + if ( features[5] < 0.473096 ) { + if ( features[7] < 0.353762 ) { + sum += -9.0968e-05; + } else { + sum += 9.0968e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -9.0968e-05; + } else { + sum += 9.0968e-05; + } + } + // tree 1659 + if ( features[7] < 0.390948 ) { + if ( features[9] < 1.93614 ) { + sum += 0.000100488; + } else { + sum += -0.000100488; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000100488; + } else { + sum += -0.000100488; + } + } + // tree 1660 + if ( features[9] < 1.87281 ) { + if ( features[8] < 1.43176 ) { + sum += -9.38001e-05; + } else { + sum += 9.38001e-05; + } + } else { + if ( features[7] < 0.390948 ) { + sum += -9.38001e-05; + } else { + sum += 9.38001e-05; + } + } + // tree 1661 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.30776e-05; + } else { + sum += 9.30776e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 9.30776e-05; + } else { + sum += -9.30776e-05; + } + } + // tree 1662 + if ( features[7] < 0.390948 ) { + if ( features[9] < 1.93614 ) { + sum += 0.000100004; + } else { + sum += -0.000100004; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000100004; + } else { + sum += -0.000100004; + } + } + // tree 1663 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.07676e-05; + } else { + sum += -9.07676e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.07676e-05; + } else { + sum += -9.07676e-05; + } + } + // tree 1664 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -8.96847e-05; + } else { + sum += 8.96847e-05; + } + } else { + if ( features[2] < 0.632998 ) { + sum += 8.96847e-05; + } else { + sum += -8.96847e-05; + } + } + // tree 1665 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -8.94897e-05; + } else { + sum += 8.94897e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -8.94897e-05; + } else { + sum += 8.94897e-05; + } + } + // tree 1666 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000100157; + } else { + sum += -0.000100157; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -0.000100157; + } else { + sum += 0.000100157; + } + } + // tree 1667 + if ( features[7] < 0.979327 ) { + if ( features[12] < 4.69595 ) { + sum += 8.65903e-05; + } else { + sum += -8.65903e-05; + } + } else { + if ( features[2] < 0.256409 ) { + sum += 8.65903e-05; + } else { + sum += -8.65903e-05; + } + } + // tree 1668 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000100509; + } else { + sum += -0.000100509; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -0.000100509; + } else { + sum += 0.000100509; + } + } + // tree 1669 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 9.3444e-05; + } else { + sum += -9.3444e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.3444e-05; + } else { + sum += -9.3444e-05; + } + } + // tree 1670 + if ( features[12] < 4.57639 ) { + if ( features[11] < 1.46171 ) { + sum += 9.56032e-05; + } else { + sum += -9.56032e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.56032e-05; + } else { + sum += 9.56032e-05; + } + } + // tree 1671 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.18609e-05; + } else { + sum += -8.18609e-05; + } + } else { + sum += 8.18609e-05; + } + // tree 1672 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.00013493; + } else { + sum += -0.00013493; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.00013493; + } else { + sum += 0.00013493; + } + } + // tree 1673 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 8.93685e-05; + } else { + sum += -8.93685e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -8.93685e-05; + } else { + sum += 8.93685e-05; + } + } + // tree 1674 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.23892e-05; + } else { + sum += 9.23892e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.23892e-05; + } else { + sum += -9.23892e-05; + } + } + // tree 1675 + if ( features[11] < 1.84612 ) { + if ( features[7] < 0.979305 ) { + sum += 8.06959e-05; + } else { + sum += -8.06959e-05; + } + } else { + sum += -8.06959e-05; + } + // tree 1676 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000109619; + } else { + sum += -0.000109619; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000109619; + } else { + sum += 0.000109619; + } + } + // tree 1677 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 9.25817e-05; + } else { + sum += -9.25817e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.25817e-05; + } else { + sum += -9.25817e-05; + } + } + // tree 1678 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -9.11301e-05; + } else { + sum += 9.11301e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.11301e-05; + } else { + sum += -9.11301e-05; + } + } + // tree 1679 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000102859; + } else { + sum += 0.000102859; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -0.000102859; + } else { + sum += 0.000102859; + } + } + // tree 1680 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.19855e-05; + } else { + sum += -8.19855e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 8.19855e-05; + } else { + sum += -8.19855e-05; + } + } + // tree 1681 + if ( features[7] < 0.979327 ) { + if ( features[8] < 1.45949 ) { + sum += -8.86215e-05; + } else { + sum += 8.86215e-05; + } + } else { + if ( features[9] < 2.35674 ) { + sum += 8.86215e-05; + } else { + sum += -8.86215e-05; + } + } + // tree 1682 + if ( features[7] < 0.979327 ) { + if ( features[12] < 4.69595 ) { + sum += 8.79578e-05; + } else { + sum += -8.79578e-05; + } + } else { + if ( features[9] < 2.35674 ) { + sum += 8.79578e-05; + } else { + sum += -8.79578e-05; + } + } + // tree 1683 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 9.08848e-05; + } else { + sum += -9.08848e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.08848e-05; + } else { + sum += -9.08848e-05; + } + } + // tree 1684 + if ( features[1] < 0.103667 ) { + if ( features[0] < 2.78895 ) { + sum += 8.15772e-05; + } else { + sum += -8.15772e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -8.15772e-05; + } else { + sum += 8.15772e-05; + } + } + // tree 1685 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -8.86463e-05; + } else { + sum += 8.86463e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -8.86463e-05; + } else { + sum += 8.86463e-05; + } + } + // tree 1686 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 7.64409e-05; + } else { + sum += -7.64409e-05; + } + } else { + if ( features[5] < 0.783494 ) { + sum += 7.64409e-05; + } else { + sum += -7.64409e-05; + } + } + // tree 1687 + if ( features[7] < 0.390948 ) { + if ( features[9] < 1.93614 ) { + sum += 9.93649e-05; + } else { + sum += -9.93649e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 9.93649e-05; + } else { + sum += -9.93649e-05; + } + } + // tree 1688 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000133513; + } else { + sum += -0.000133513; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000133513; + } else { + sum += 0.000133513; + } + } + // tree 1689 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -9.22507e-05; + } else { + sum += 9.22507e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 9.22507e-05; + } else { + sum += -9.22507e-05; + } + } + // tree 1690 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000109174; + } else { + sum += -0.000109174; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000109174; + } else { + sum += -0.000109174; + } + } + // tree 1691 + if ( features[9] < 1.87281 ) { + if ( features[1] < -0.121204 ) { + sum += 0.000108614; + } else { + sum += -0.000108614; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.000108614; + } else { + sum += 0.000108614; + } + } + // tree 1692 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -9.30442e-05; + } else { + sum += 9.30442e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -9.30442e-05; + } else { + sum += 9.30442e-05; + } + } + // tree 1693 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -9.05722e-05; + } else { + sum += 9.05722e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 9.05722e-05; + } else { + sum += -9.05722e-05; + } + } + // tree 1694 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.96781e-05; + } else { + sum += -9.96781e-05; + } + } else { + if ( features[9] < 1.86353 ) { + sum += -9.96781e-05; + } else { + sum += 9.96781e-05; + } + } + // tree 1695 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.17961e-05; + } else { + sum += 9.17961e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.17961e-05; + } else { + sum += -9.17961e-05; + } + } + // tree 1696 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000110973; + } else { + sum += 0.000110973; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000110973; + } else { + sum += -0.000110973; + } + } + // tree 1697 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 9.18297e-05; + } else { + sum += -9.18297e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.18297e-05; + } else { + sum += -9.18297e-05; + } + } + // tree 1698 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -9.06797e-05; + } else { + sum += 9.06797e-05; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 9.06797e-05; + } else { + sum += -9.06797e-05; + } + } + // tree 1699 + if ( features[3] < 0.0967294 ) { + if ( features[0] < 1.81252 ) { + sum += -7.13945e-05; + } else { + sum += 7.13945e-05; + } + } else { + if ( features[9] < 2.15069 ) { + sum += -7.13945e-05; + } else { + sum += 7.13945e-05; + } + } + // tree 1700 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000132527; + } else { + sum += -0.000132527; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.000132527; + } else { + sum += 0.000132527; + } + } + // tree 1701 + if ( features[6] < -0.231447 ) { + if ( features[0] < 1.68308 ) { + sum += -7.99698e-05; + } else { + sum += 7.99698e-05; + } + } else { + if ( features[9] < 1.99097 ) { + sum += 7.99698e-05; + } else { + sum += -7.99698e-05; + } + } + // tree 1702 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 9.64135e-05; + } else { + sum += -9.64135e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -9.64135e-05; + } else { + sum += 9.64135e-05; + } + } + // tree 1703 + if ( features[3] < 0.0967294 ) { + if ( features[9] < 1.48572 ) { + sum += -7.08253e-05; + } else { + sum += 7.08253e-05; + } + } else { + if ( features[2] < 0.444703 ) { + sum += -7.08253e-05; + } else { + sum += 7.08253e-05; + } + } + // tree 1704 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 0.000102501; + } else { + sum += -0.000102501; + } + } else { + if ( features[2] < 0.633096 ) { + sum += 0.000102501; + } else { + sum += -0.000102501; + } + } + // tree 1705 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.15459e-05; + } else { + sum += 9.15459e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.15459e-05; + } else { + sum += -9.15459e-05; + } + } + // tree 1706 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 8.99961e-05; + } else { + sum += -8.99961e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.99961e-05; + } else { + sum += -8.99961e-05; + } + } + // tree 1707 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -9.03779e-05; + } else { + sum += 9.03779e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 9.03779e-05; + } else { + sum += -9.03779e-05; + } + } + // tree 1708 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 8.01691e-05; + } else { + sum += -8.01691e-05; + } + } else { + sum += 8.01691e-05; + } + // tree 1709 + if ( features[11] < 1.84612 ) { + if ( features[5] < 0.473096 ) { + sum += 6.49757e-05; + } else { + sum += -6.49757e-05; + } + } else { + sum += -6.49757e-05; + } + // tree 1710 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 9.07549e-05; + } else { + sum += -9.07549e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 9.07549e-05; + } else { + sum += -9.07549e-05; + } + } + // tree 1711 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 8.95082e-05; + } else { + sum += -8.95082e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.95082e-05; + } else { + sum += -8.95082e-05; + } + } + // tree 1712 + if ( features[12] < 4.57639 ) { + sum += 8.24773e-05; + } else { + if ( features[5] < 0.731889 ) { + sum += -8.24773e-05; + } else { + sum += 8.24773e-05; + } + } + // tree 1713 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 8.0395e-05; + } else { + sum += -8.0395e-05; + } + } else { + sum += 8.0395e-05; + } + // tree 1714 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 9.10165e-05; + } else { + sum += -9.10165e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.10165e-05; + } else { + sum += -9.10165e-05; + } + } + // tree 1715 + if ( features[7] < 0.390948 ) { + if ( features[2] < -0.221269 ) { + sum += 8.64916e-05; + } else { + sum += -8.64916e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 8.64916e-05; + } else { + sum += -8.64916e-05; + } + } + // tree 1716 + if ( features[9] < 1.87281 ) { + if ( features[2] < -0.120212 ) { + sum += -8.82801e-05; + } else { + sum += 8.82801e-05; + } + } else { + if ( features[7] < 0.390948 ) { + sum += -8.82801e-05; + } else { + sum += 8.82801e-05; + } + } + // tree 1717 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.00010956; + } else { + sum += 0.00010956; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.00010956; + } else { + sum += 0.00010956; + } + } + // tree 1718 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -9.2813e-05; + } else { + sum += 9.2813e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -9.2813e-05; + } else { + sum += 9.2813e-05; + } + } + // tree 1719 + if ( features[1] < 0.103667 ) { + if ( features[0] < 2.78895 ) { + sum += 8.87535e-05; + } else { + sum += -8.87535e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.87535e-05; + } else { + sum += -8.87535e-05; + } + } + // tree 1720 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 9.07962e-05; + } else { + sum += -9.07962e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 9.07962e-05; + } else { + sum += -9.07962e-05; + } + } + // tree 1721 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.98029e-05; + } else { + sum += 8.98029e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.98029e-05; + } else { + sum += -8.98029e-05; + } + } + // tree 1722 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000107646; + } else { + sum += -0.000107646; + } + } else { + if ( features[11] < 1.012 ) { + sum += -0.000107646; + } else { + sum += 0.000107646; + } + } + // tree 1723 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 9.10836e-05; + } else { + sum += -9.10836e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 9.10836e-05; + } else { + sum += -9.10836e-05; + } + } + // tree 1724 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.9503e-05; + } else { + sum += 8.9503e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.9503e-05; + } else { + sum += -8.9503e-05; + } + } + // tree 1725 + if ( features[3] < 0.0967294 ) { + if ( features[8] < 1.51822 ) { + sum += -7.82756e-05; + } else { + sum += 7.82756e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -7.82756e-05; + } else { + sum += 7.82756e-05; + } + } + // tree 1726 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -0.000101697; + } else { + sum += 0.000101697; + } + } else { + if ( features[11] < 1.012 ) { + sum += -0.000101697; + } else { + sum += 0.000101697; + } + } + // tree 1727 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -9.2023e-05; + } else { + sum += 9.2023e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -9.2023e-05; + } else { + sum += 9.2023e-05; + } + } + // tree 1728 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.00010662; + } else { + sum += -0.00010662; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.00010662; + } else { + sum += 0.00010662; + } + } + // tree 1729 + if ( features[5] < 0.473096 ) { + sum += 7.75241e-05; + } else { + if ( features[7] < 0.478265 ) { + sum += 7.75241e-05; + } else { + sum += -7.75241e-05; + } + } + // tree 1730 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000108847; + } else { + sum += 0.000108847; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000108847; + } else { + sum += 0.000108847; + } + } + // tree 1731 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000111302; + } else { + sum += -0.000111302; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.000111302; + } else { + sum += 0.000111302; + } + } + // tree 1732 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.1401e-05; + } else { + sum += -8.1401e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 8.1401e-05; + } else { + sum += -8.1401e-05; + } + } + // tree 1733 + if ( features[1] < 0.103667 ) { + if ( features[1] < -0.751769 ) { + sum += -8.28007e-05; + } else { + sum += 8.28007e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.28007e-05; + } else { + sum += -8.28007e-05; + } + } + // tree 1734 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.42291e-05; + } else { + sum += -8.42291e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -8.42291e-05; + } else { + sum += 8.42291e-05; + } + } + // tree 1735 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 8.91268e-05; + } else { + sum += -8.91268e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.91268e-05; + } else { + sum += -8.91268e-05; + } + } + // tree 1736 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000115681; + } else { + sum += -0.000115681; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000115681; + } else { + sum += -0.000115681; + } + } + // tree 1737 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000106455; + } else { + sum += -0.000106455; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000106455; + } else { + sum += 0.000106455; + } + } + // tree 1738 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000100397; + } else { + sum += -0.000100397; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -0.000100397; + } else { + sum += 0.000100397; + } + } + // tree 1739 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -9.046e-05; + } else { + sum += 9.046e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 9.046e-05; + } else { + sum += -9.046e-05; + } + } + // tree 1740 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.8869e-05; + } else { + sum += -8.8869e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.8869e-05; + } else { + sum += -8.8869e-05; + } + } + // tree 1741 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.00010915; + } else { + sum += -0.00010915; + } + } else { + if ( features[6] < -0.231448 ) { + sum += 0.00010915; + } else { + sum += -0.00010915; + } + } + // tree 1742 + if ( features[12] < 4.57639 ) { + sum += 8.19284e-05; + } else { + if ( features[5] < 0.731889 ) { + sum += -8.19284e-05; + } else { + sum += 8.19284e-05; + } + } + // tree 1743 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 8.97289e-05; + } else { + sum += -8.97289e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -8.97289e-05; + } else { + sum += 8.97289e-05; + } + } + // tree 1744 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000106989; + } else { + sum += -0.000106989; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000106989; + } else { + sum += 0.000106989; + } + } + // tree 1745 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 8.26043e-05; + } else { + sum += -8.26043e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -8.26043e-05; + } else { + sum += 8.26043e-05; + } + } + // tree 1746 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.77034e-05; + } else { + sum += -8.77034e-05; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -8.77034e-05; + } else { + sum += 8.77034e-05; + } + } + // tree 1747 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -9.56992e-05; + } else { + sum += 9.56992e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -9.56992e-05; + } else { + sum += 9.56992e-05; + } + } + // tree 1748 + if ( features[0] < 1.68308 ) { + if ( features[12] < 4.33725 ) { + sum += 8.0708e-05; + } else { + sum += -8.0708e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 8.0708e-05; + } else { + sum += -8.0708e-05; + } + } + // tree 1749 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -8.55483e-05; + } else { + sum += 8.55483e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 8.55483e-05; + } else { + sum += -8.55483e-05; + } + } + // tree 1750 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.33996e-05; + } else { + sum += 8.33996e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -8.33996e-05; + } else { + sum += 8.33996e-05; + } + } + // tree 1751 + if ( features[1] < 0.103667 ) { + if ( features[10] < -27.4195 ) { + sum += 7.47285e-05; + } else { + sum += -7.47285e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -7.47285e-05; + } else { + sum += 7.47285e-05; + } + } + // tree 1752 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 8.8701e-05; + } else { + sum += -8.8701e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.8701e-05; + } else { + sum += -8.8701e-05; + } + } + // tree 1753 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 8.97564e-05; + } else { + sum += -8.97564e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.97564e-05; + } else { + sum += -8.97564e-05; + } + } + // tree 1754 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000106531; + } else { + sum += -0.000106531; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000106531; + } else { + sum += 0.000106531; + } + } + // tree 1755 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 8.94097e-05; + } else { + sum += -8.94097e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 8.94097e-05; + } else { + sum += -8.94097e-05; + } + } + // tree 1756 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 8.92774e-05; + } else { + sum += -8.92774e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.92774e-05; + } else { + sum += -8.92774e-05; + } + } + // tree 1757 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -8.92649e-05; + } else { + sum += 8.92649e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 8.92649e-05; + } else { + sum += -8.92649e-05; + } + } + // tree 1758 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.90677e-05; + } else { + sum += -9.90677e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -9.90677e-05; + } else { + sum += 9.90677e-05; + } + } + // tree 1759 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000105876; + } else { + sum += -0.000105876; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000105876; + } else { + sum += 0.000105876; + } + } + // tree 1760 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -8.90169e-05; + } else { + sum += 8.90169e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 8.90169e-05; + } else { + sum += -8.90169e-05; + } + } + // tree 1761 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000105216; + } else { + sum += -0.000105216; + } + } else { + if ( features[11] < 1.012 ) { + sum += -0.000105216; + } else { + sum += 0.000105216; + } + } + // tree 1762 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.77141e-05; + } else { + sum += -8.77141e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.77141e-05; + } else { + sum += -8.77141e-05; + } + } + // tree 1763 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 9.9641e-05; + } else { + sum += -9.9641e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.9641e-05; + } else { + sum += 9.9641e-05; + } + } + // tree 1764 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -8.25906e-05; + } else { + sum += 8.25906e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -8.25906e-05; + } else { + sum += 8.25906e-05; + } + } + // tree 1765 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.94117e-05; + } else { + sum += 8.94117e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.94117e-05; + } else { + sum += -8.94117e-05; + } + } + // tree 1766 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -7.94112e-05; + } else { + sum += 7.94112e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 7.94112e-05; + } else { + sum += -7.94112e-05; + } + } + // tree 1767 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000107794; + } else { + sum += 0.000107794; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000107794; + } else { + sum += 0.000107794; + } + } + // tree 1768 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000108493; + } else { + sum += 0.000108493; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000108493; + } else { + sum += -0.000108493; + } + } + // tree 1769 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000130007; + } else { + sum += -0.000130007; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.000130007; + } else { + sum += 0.000130007; + } + } + // tree 1770 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000104888; + } else { + sum += -0.000104888; + } + } else { + if ( features[11] < 1.012 ) { + sum += -0.000104888; + } else { + sum += 0.000104888; + } + } + // tree 1771 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -7.77404e-05; + } else { + sum += 7.77404e-05; + } + } else { + sum += 7.77404e-05; + } + // tree 1772 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.79684e-05; + } else { + sum += -9.79684e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -9.79684e-05; + } else { + sum += 9.79684e-05; + } + } + // tree 1773 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.69938e-05; + } else { + sum += -9.69938e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -9.69938e-05; + } else { + sum += 9.69938e-05; + } + } + // tree 1774 + if ( features[9] < 1.87281 ) { + if ( features[1] < -0.121204 ) { + sum += 0.000104868; + } else { + sum += -0.000104868; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000104868; + } else { + sum += 0.000104868; + } + } + // tree 1775 + if ( features[7] < 0.501269 ) { + if ( features[12] < 4.80458 ) { + sum += 8.37855e-05; + } else { + sum += -8.37855e-05; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 8.37855e-05; + } else { + sum += -8.37855e-05; + } + } + // tree 1776 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 7.7339e-05; + } else { + sum += -7.7339e-05; + } + } else { + if ( features[11] < 1.75004 ) { + sum += -7.7339e-05; + } else { + sum += 7.7339e-05; + } + } + // tree 1777 + if ( features[8] < 2.24069 ) { + if ( features[6] < -0.88487 ) { + sum += -8.89432e-05; + } else { + sum += 8.89432e-05; + } + } else { + if ( features[3] < 0.0644723 ) { + sum += 8.89432e-05; + } else { + sum += -8.89432e-05; + } + } + // tree 1778 + if ( features[2] < 0.821394 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000101506; + } else { + sum += 0.000101506; + } + } else { + if ( features[12] < 4.57639 ) { + sum += 0.000101506; + } else { + sum += -0.000101506; + } + } + // tree 1779 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.000126264; + } else { + sum += -0.000126264; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000126264; + } else { + sum += 0.000126264; + } + } + // tree 1780 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000100233; + } else { + sum += -0.000100233; + } + } else { + if ( features[9] < 2.23183 ) { + sum += -0.000100233; + } else { + sum += 0.000100233; + } + } + // tree 1781 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 8.13455e-05; + } else { + sum += -8.13455e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -8.13455e-05; + } else { + sum += 8.13455e-05; + } + } + // tree 1782 + sum += 4.22339e-05; + // tree 1783 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 9.21848e-05; + } else { + sum += -9.21848e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 9.21848e-05; + } else { + sum += -9.21848e-05; + } + } + // tree 1784 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 8.02605e-05; + } else { + sum += -8.02605e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -8.02605e-05; + } else { + sum += 8.02605e-05; + } + } + // tree 1785 + if ( features[0] < 1.68308 ) { + if ( features[3] < 0.0161829 ) { + sum += 7.19589e-05; + } else { + sum += -7.19589e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 7.19589e-05; + } else { + sum += -7.19589e-05; + } + } + // tree 1786 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.7923e-05; + } else { + sum += -8.7923e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.7923e-05; + } else { + sum += -8.7923e-05; + } + } + // tree 1787 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -9.51318e-05; + } else { + sum += 9.51318e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 9.51318e-05; + } else { + sum += -9.51318e-05; + } + } + // tree 1788 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -7.69684e-05; + } else { + sum += 7.69684e-05; + } + } else { + sum += 7.69684e-05; + } + // tree 1789 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 9.14884e-05; + } else { + sum += -9.14884e-05; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -9.14884e-05; + } else { + sum += 9.14884e-05; + } + } + // tree 1790 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -9.41217e-05; + } else { + sum += 9.41217e-05; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -9.41217e-05; + } else { + sum += 9.41217e-05; + } + } + // tree 1791 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 8.65297e-05; + } else { + sum += -8.65297e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.65297e-05; + } else { + sum += -8.65297e-05; + } + } + // tree 1792 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.00010433; + } else { + sum += -0.00010433; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.00010433; + } else { + sum += 0.00010433; + } + } + // tree 1793 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.72812e-05; + } else { + sum += -9.72812e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -9.72812e-05; + } else { + sum += 9.72812e-05; + } + } + // tree 1794 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000106193; + } else { + sum += 0.000106193; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000106193; + } else { + sum += -0.000106193; + } + } + // tree 1795 + if ( features[7] < 0.390948 ) { + if ( features[2] < -0.221269 ) { + sum += 9.69099e-05; + } else { + sum += -9.69099e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 9.69099e-05; + } else { + sum += -9.69099e-05; + } + } + // tree 1796 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -7.94827e-05; + } else { + sum += 7.94827e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -7.94827e-05; + } else { + sum += 7.94827e-05; + } + } + // tree 1797 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.08991 ) { + sum += 0.00011068; + } else { + sum += -0.00011068; + } + } else { + if ( features[7] < 0.795458 ) { + sum += 0.00011068; + } else { + sum += -0.00011068; + } + } + // tree 1798 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 9.17543e-05; + } else { + sum += -9.17543e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -9.17543e-05; + } else { + sum += 9.17543e-05; + } + } + // tree 1799 + if ( features[7] < 0.390948 ) { + if ( features[7] < 0.337566 ) { + sum += 8.56733e-05; + } else { + sum += -8.56733e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 8.56733e-05; + } else { + sum += -8.56733e-05; + } + } + return sum; +} diff --git a/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1800-2099.cpp b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1800-2099.cpp new file mode 100644 index 000000000..d0acff9f0 --- /dev/null +++ b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_1800-2099.cpp @@ -0,0 +1,4118 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include <vector> + +#include "../SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" + +/* @brief a BDT implementation, returning the sum of all tree weights given + * a feature vector + */ +double SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1::tree_6( const std::vector<double>& features ) const { + double sum = 0; + + // tree 1800 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.98255 ) { + sum += 7.76699e-05; + } else { + sum += -7.76699e-05; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 7.76699e-05; + } else { + sum += -7.76699e-05; + } + } + // tree 1801 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.76214e-05; + } else { + sum += 8.76214e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.76214e-05; + } else { + sum += -8.76214e-05; + } + } + // tree 1802 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 8.25971e-05; + } else { + sum += -8.25971e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -8.25971e-05; + } else { + sum += 8.25971e-05; + } + } + // tree 1803 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 8.62557e-05; + } else { + sum += -8.62557e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.62557e-05; + } else { + sum += -8.62557e-05; + } + } + // tree 1804 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.70775e-05; + } else { + sum += -8.70775e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.70775e-05; + } else { + sum += -8.70775e-05; + } + } + // tree 1805 + if ( features[11] < 1.84612 ) { + if ( features[1] < -0.717334 ) { + sum += -6.64217e-05; + } else { + sum += 6.64217e-05; + } + } else { + sum += -6.64217e-05; + } + // tree 1806 + if ( features[12] < 4.57639 ) { + sum += 8.70802e-05; + } else { + if ( features[11] < 0.917376 ) { + sum += -8.70802e-05; + } else { + sum += 8.70802e-05; + } + } + // tree 1807 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 8.48715e-05; + } else { + sum += -8.48715e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -8.48715e-05; + } else { + sum += 8.48715e-05; + } + } + // tree 1808 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -8.7186e-05; + } else { + sum += 8.7186e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.7186e-05; + } else { + sum += -8.7186e-05; + } + } + // tree 1809 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000105885; + } else { + sum += 0.000105885; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000105885; + } else { + sum += 0.000105885; + } + } + // tree 1810 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -9.19565e-05; + } else { + sum += 9.19565e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -9.19565e-05; + } else { + sum += 9.19565e-05; + } + } + // tree 1811 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 8.04369e-05; + } else { + sum += -8.04369e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -8.04369e-05; + } else { + sum += 8.04369e-05; + } + } + // tree 1812 + if ( features[9] < 1.87281 ) { + if ( features[6] < -0.811175 ) { + sum += -7.21082e-05; + } else { + sum += 7.21082e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 7.21082e-05; + } else { + sum += -7.21082e-05; + } + } + // tree 1813 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 8.57636e-05; + } else { + sum += -8.57636e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.57636e-05; + } else { + sum += -8.57636e-05; + } + } + // tree 1814 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -7.93322e-05; + } else { + sum += 7.93322e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 7.93322e-05; + } else { + sum += -7.93322e-05; + } + } + // tree 1815 + if ( features[11] < 1.84612 ) { + if ( features[5] < 0.473096 ) { + sum += 6.17986e-05; + } else { + sum += -6.17986e-05; + } + } else { + sum += -6.17986e-05; + } + // tree 1816 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 9.17337e-05; + } else { + sum += -9.17337e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 9.17337e-05; + } else { + sum += -9.17337e-05; + } + } + // tree 1817 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000109946; + } else { + sum += 0.000109946; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000109946; + } else { + sum += 0.000109946; + } + } + // tree 1818 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -8.92033e-05; + } else { + sum += 8.92033e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -8.92033e-05; + } else { + sum += 8.92033e-05; + } + } + // tree 1819 + if ( features[9] < 1.87281 ) { + if ( features[7] < 0.469546 ) { + sum += 8.55086e-05; + } else { + sum += -8.55086e-05; + } + } else { + if ( features[9] < 2.23183 ) { + sum += -8.55086e-05; + } else { + sum += 8.55086e-05; + } + } + // tree 1820 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.000124446; + } else { + sum += -0.000124446; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000124446; + } else { + sum += 0.000124446; + } + } + // tree 1821 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 8.77699e-05; + } else { + sum += -8.77699e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.77699e-05; + } else { + sum += 8.77699e-05; + } + } + // tree 1822 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.11683e-05; + } else { + sum += 8.11683e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -8.11683e-05; + } else { + sum += 8.11683e-05; + } + } + // tree 1823 + if ( features[1] < 0.103667 ) { + if ( features[0] < 2.78895 ) { + sum += 8.60439e-05; + } else { + sum += -8.60439e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.60439e-05; + } else { + sum += -8.60439e-05; + } + } + // tree 1824 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -8.65338e-05; + } else { + sum += 8.65338e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 8.65338e-05; + } else { + sum += -8.65338e-05; + } + } + // tree 1825 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 8.76795e-05; + } else { + sum += -8.76795e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.76795e-05; + } else { + sum += -8.76795e-05; + } + } + // tree 1826 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000102388; + } else { + sum += -0.000102388; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000102388; + } else { + sum += 0.000102388; + } + } + // tree 1827 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 8.70692e-05; + } else { + sum += -8.70692e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -8.70692e-05; + } else { + sum += 8.70692e-05; + } + } + // tree 1828 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000101819; + } else { + sum += -0.000101819; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000101819; + } else { + sum += 0.000101819; + } + } + // tree 1829 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -8.79086e-05; + } else { + sum += 8.79086e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -8.79086e-05; + } else { + sum += 8.79086e-05; + } + } + // tree 1830 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 9.06192e-05; + } else { + sum += -9.06192e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -9.06192e-05; + } else { + sum += 9.06192e-05; + } + } + // tree 1831 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 8.40389e-05; + } else { + sum += -8.40389e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -8.40389e-05; + } else { + sum += 8.40389e-05; + } + } + // tree 1832 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -8.71597e-05; + } else { + sum += 8.71597e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -8.71597e-05; + } else { + sum += 8.71597e-05; + } + } + // tree 1833 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000104823; + } else { + sum += 0.000104823; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000104823; + } else { + sum += -0.000104823; + } + } + // tree 1834 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -9.71866e-05; + } else { + sum += 9.71866e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -9.71866e-05; + } else { + sum += 9.71866e-05; + } + } + // tree 1835 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 8.69585e-05; + } else { + sum += -8.69585e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.69585e-05; + } else { + sum += -8.69585e-05; + } + } + // tree 1836 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000104413; + } else { + sum += 0.000104413; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000104413; + } else { + sum += -0.000104413; + } + } + // tree 1837 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.07085e-05; + } else { + sum += -8.07085e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -8.07085e-05; + } else { + sum += 8.07085e-05; + } + } + // tree 1838 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 9.00315e-05; + } else { + sum += -9.00315e-05; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -9.00315e-05; + } else { + sum += 9.00315e-05; + } + } + // tree 1839 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.08991 ) { + sum += 0.000108863; + } else { + sum += -0.000108863; + } + } else { + if ( features[7] < 0.795458 ) { + sum += 0.000108863; + } else { + sum += -0.000108863; + } + } + // tree 1840 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.31481e-05; + } else { + sum += -9.31481e-05; + } + } else { + if ( features[6] < -2.15667 ) { + sum += 9.31481e-05; + } else { + sum += -9.31481e-05; + } + } + // tree 1841 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.68982e-05; + } else { + sum += 8.68982e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 8.68982e-05; + } else { + sum += -8.68982e-05; + } + } + // tree 1842 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 8.69178e-05; + } else { + sum += -8.69178e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.69178e-05; + } else { + sum += -8.69178e-05; + } + } + // tree 1843 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.6828e-05; + } else { + sum += -9.6828e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -9.6828e-05; + } else { + sum += 9.6828e-05; + } + } + // tree 1844 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.57046e-05; + } else { + sum += -8.57046e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.57046e-05; + } else { + sum += -8.57046e-05; + } + } + // tree 1845 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 7.6159e-05; + } else { + sum += -7.6159e-05; + } + } else { + sum += 7.6159e-05; + } + // tree 1846 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -8.8737e-05; + } else { + sum += 8.8737e-05; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 8.8737e-05; + } else { + sum += -8.8737e-05; + } + } + // tree 1847 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000126207; + } else { + sum += -0.000126207; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000126207; + } else { + sum += 0.000126207; + } + } + // tree 1848 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -8.32481e-05; + } else { + sum += 8.32481e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 8.32481e-05; + } else { + sum += -8.32481e-05; + } + } + // tree 1849 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.52313e-05; + } else { + sum += -9.52313e-05; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -9.52313e-05; + } else { + sum += 9.52313e-05; + } + } + // tree 1850 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.00010206; + } else { + sum += -0.00010206; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.00010206; + } else { + sum += 0.00010206; + } + } + // tree 1851 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 8.47623e-05; + } else { + sum += -8.47623e-05; + } + } else { + if ( features[6] < -2.15667 ) { + sum += 8.47623e-05; + } else { + sum += -8.47623e-05; + } + } + // tree 1852 + if ( features[1] < 0.103667 ) { + if ( features[0] < 2.78895 ) { + sum += 7.74463e-05; + } else { + sum += -7.74463e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -7.74463e-05; + } else { + sum += 7.74463e-05; + } + } + // tree 1853 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.37708e-05; + } else { + sum += -9.37708e-05; + } + } else { + if ( features[7] < 0.464439 ) { + sum += 9.37708e-05; + } else { + sum += -9.37708e-05; + } + } + // tree 1854 + if ( features[11] < 1.84612 ) { + if ( features[11] < 0.668331 ) { + sum += -6.00631e-05; + } else { + sum += 6.00631e-05; + } + } else { + sum += -6.00631e-05; + } + // tree 1855 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -8.53632e-05; + } else { + sum += 8.53632e-05; + } + } else { + if ( features[4] < -0.426155 ) { + sum += -8.53632e-05; + } else { + sum += 8.53632e-05; + } + } + // tree 1856 + if ( features[7] < 0.390948 ) { + if ( features[0] < 2.22866 ) { + sum += -9.05035e-05; + } else { + sum += 9.05035e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -9.05035e-05; + } else { + sum += 9.05035e-05; + } + } + // tree 1857 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.63686e-05; + } else { + sum += 8.63686e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.63686e-05; + } else { + sum += -8.63686e-05; + } + } + // tree 1858 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.00010413; + } else { + sum += -0.00010413; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.00010413; + } else { + sum += -0.00010413; + } + } + // tree 1859 + if ( features[5] < 0.473096 ) { + if ( features[8] < 2.17759 ) { + sum += -8.79576e-05; + } else { + sum += 8.79576e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -8.79576e-05; + } else { + sum += 8.79576e-05; + } + } + // tree 1860 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000108114; + } else { + sum += 0.000108114; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000108114; + } else { + sum += 0.000108114; + } + } + // tree 1861 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 8.62583e-05; + } else { + sum += -8.62583e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 8.62583e-05; + } else { + sum += -8.62583e-05; + } + } + // tree 1862 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 8.59231e-05; + } else { + sum += -8.59231e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 8.59231e-05; + } else { + sum += -8.59231e-05; + } + } + // tree 1863 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.46268e-05; + } else { + sum += -8.46268e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.46268e-05; + } else { + sum += -8.46268e-05; + } + } + // tree 1864 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.00010762; + } else { + sum += -0.00010762; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.00010762; + } else { + sum += 0.00010762; + } + } + // tree 1865 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000101519; + } else { + sum += -0.000101519; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -0.000101519; + } else { + sum += 0.000101519; + } + } + // tree 1866 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 9.44609e-05; + } else { + sum += -9.44609e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -9.44609e-05; + } else { + sum += 9.44609e-05; + } + } + // tree 1867 + if ( features[7] < 0.390948 ) { + if ( features[5] < 0.267813 ) { + sum += 9.35715e-05; + } else { + sum += -9.35715e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 9.35715e-05; + } else { + sum += -9.35715e-05; + } + } + // tree 1868 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.51712e-05; + } else { + sum += -9.51712e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -9.51712e-05; + } else { + sum += 9.51712e-05; + } + } + // tree 1869 + if ( features[7] < 0.390948 ) { + if ( features[9] < 1.93614 ) { + sum += 9.18368e-05; + } else { + sum += -9.18368e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -9.18368e-05; + } else { + sum += 9.18368e-05; + } + } + // tree 1870 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.62532e-05; + } else { + sum += 8.62532e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.62532e-05; + } else { + sum += -8.62532e-05; + } + } + // tree 1871 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000106499; + } else { + sum += -0.000106499; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.000106499; + } else { + sum += 0.000106499; + } + } + // tree 1872 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 8.53874e-05; + } else { + sum += -8.53874e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.53874e-05; + } else { + sum += -8.53874e-05; + } + } + // tree 1873 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 8.12692e-05; + } else { + sum += -8.12692e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -8.12692e-05; + } else { + sum += 8.12692e-05; + } + } + // tree 1874 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.31425e-05; + } else { + sum += -9.31425e-05; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -9.31425e-05; + } else { + sum += 9.31425e-05; + } + } + // tree 1875 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 8.8011e-05; + } else { + sum += -8.8011e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.8011e-05; + } else { + sum += 8.8011e-05; + } + } + // tree 1876 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 8.54158e-05; + } else { + sum += -8.54158e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.54158e-05; + } else { + sum += -8.54158e-05; + } + } + // tree 1877 + if ( features[5] < 0.473096 ) { + if ( features[8] < 2.17759 ) { + sum += -7.81517e-05; + } else { + sum += 7.81517e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 7.81517e-05; + } else { + sum += -7.81517e-05; + } + } + // tree 1878 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.29675e-05; + } else { + sum += -9.29675e-05; + } + } else { + if ( features[7] < 0.464439 ) { + sum += 9.29675e-05; + } else { + sum += -9.29675e-05; + } + } + // tree 1879 + if ( features[7] < 0.390948 ) { + if ( features[9] < 2.12219 ) { + sum += 9.65143e-05; + } else { + sum += -9.65143e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 9.65143e-05; + } else { + sum += -9.65143e-05; + } + } + // tree 1880 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.98255 ) { + sum += 7.77377e-05; + } else { + sum += -7.77377e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -7.77377e-05; + } else { + sum += 7.77377e-05; + } + } + // tree 1881 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.6183e-05; + } else { + sum += 8.6183e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 8.6183e-05; + } else { + sum += -8.6183e-05; + } + } + // tree 1882 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.57209e-05; + } else { + sum += 8.57209e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 8.57209e-05; + } else { + sum += -8.57209e-05; + } + } + // tree 1883 + if ( features[7] < 0.390948 ) { + if ( features[0] < 2.22866 ) { + sum += -8.59402e-05; + } else { + sum += 8.59402e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 8.59402e-05; + } else { + sum += -8.59402e-05; + } + } + // tree 1884 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 8.50459e-05; + } else { + sum += -8.50459e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -8.50459e-05; + } else { + sum += 8.50459e-05; + } + } + // tree 1885 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000103369; + } else { + sum += 0.000103369; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000103369; + } else { + sum += -0.000103369; + } + } + // tree 1886 + if ( features[1] < 0.103667 ) { + if ( features[4] < -2.68787 ) { + sum += 6.98363e-05; + } else { + sum += -6.98363e-05; + } + } else { + sum += 6.98363e-05; + } + // tree 1887 + if ( features[12] < 4.57639 ) { + sum += 8.37446e-05; + } else { + if ( features[11] < 1.012 ) { + sum += -8.37446e-05; + } else { + sum += 8.37446e-05; + } + } + // tree 1888 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000101438; + } else { + sum += 0.000101438; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 0.000101438; + } else { + sum += -0.000101438; + } + } + // tree 1889 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 7.84771e-05; + } else { + sum += -7.84771e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -7.84771e-05; + } else { + sum += 7.84771e-05; + } + } + // tree 1890 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -7.52043e-05; + } else { + sum += 7.52043e-05; + } + } else { + sum += 7.52043e-05; + } + // tree 1891 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.45792e-05; + } else { + sum += -9.45792e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -9.45792e-05; + } else { + sum += 9.45792e-05; + } + } + // tree 1892 + if ( features[5] < 0.473096 ) { + sum += 7.93681e-05; + } else { + if ( features[5] < 0.87839 ) { + sum += -7.93681e-05; + } else { + sum += 7.93681e-05; + } + } + // tree 1893 + if ( features[6] < -0.231447 ) { + if ( features[7] < 0.390948 ) { + sum += -8.28936e-05; + } else { + sum += 8.28936e-05; + } + } else { + if ( features[11] < 1.03707 ) { + sum += -8.28936e-05; + } else { + sum += 8.28936e-05; + } + } + // tree 1894 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 8.52943e-05; + } else { + sum += -8.52943e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.52943e-05; + } else { + sum += -8.52943e-05; + } + } + // tree 1895 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 8.44843e-05; + } else { + sum += -8.44843e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.44843e-05; + } else { + sum += -8.44843e-05; + } + } + // tree 1896 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -7.80738e-05; + } else { + sum += 7.80738e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -7.80738e-05; + } else { + sum += 7.80738e-05; + } + } + // tree 1897 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.94835e-05; + } else { + sum += -9.94835e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.94835e-05; + } else { + sum += 9.94835e-05; + } + } + // tree 1898 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 9.39862e-05; + } else { + sum += -9.39862e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.39862e-05; + } else { + sum += 9.39862e-05; + } + } + // tree 1899 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.98255 ) { + sum += 7.14771e-05; + } else { + sum += -7.14771e-05; + } + } else { + if ( features[9] < 2.15069 ) { + sum += -7.14771e-05; + } else { + sum += 7.14771e-05; + } + } + // tree 1900 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 8.50712e-05; + } else { + sum += -8.50712e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.50712e-05; + } else { + sum += -8.50712e-05; + } + } + // tree 1901 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.98255 ) { + sum += 6.82173e-05; + } else { + sum += -6.82173e-05; + } + } else { + if ( features[7] < 0.538043 ) { + sum += 6.82173e-05; + } else { + sum += -6.82173e-05; + } + } + // tree 1902 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.40853e-05; + } else { + sum += -9.40853e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -9.40853e-05; + } else { + sum += 9.40853e-05; + } + } + // tree 1903 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.98159e-05; + } else { + sum += 8.98159e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.98159e-05; + } else { + sum += 8.98159e-05; + } + } + // tree 1904 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.85256e-05; + } else { + sum += -9.85256e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -9.85256e-05; + } else { + sum += 9.85256e-05; + } + } + // tree 1905 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -8.4476e-05; + } else { + sum += 8.4476e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.4476e-05; + } else { + sum += -8.4476e-05; + } + } + // tree 1906 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 8.45283e-05; + } else { + sum += -8.45283e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.45283e-05; + } else { + sum += -8.45283e-05; + } + } + // tree 1907 + if ( features[12] < 4.57639 ) { + if ( features[11] < 1.46171 ) { + sum += 8.65226e-05; + } else { + sum += -8.65226e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.65226e-05; + } else { + sum += 8.65226e-05; + } + } + // tree 1908 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.78008e-05; + } else { + sum += -9.78008e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -9.78008e-05; + } else { + sum += 9.78008e-05; + } + } + // tree 1909 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 8.69873e-05; + } else { + sum += -8.69873e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.69873e-05; + } else { + sum += 8.69873e-05; + } + } + // tree 1910 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -9.03178e-05; + } else { + sum += 9.03178e-05; + } + } else { + if ( features[10] < -27.4258 ) { + sum += 9.03178e-05; + } else { + sum += -9.03178e-05; + } + } + // tree 1911 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -9.36335e-05; + } else { + sum += 9.36335e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.36335e-05; + } else { + sum += 9.36335e-05; + } + } + // tree 1912 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -8.48199e-05; + } else { + sum += 8.48199e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.48199e-05; + } else { + sum += -8.48199e-05; + } + } + // tree 1913 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.29728e-05; + } else { + sum += -9.29728e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -9.29728e-05; + } else { + sum += 9.29728e-05; + } + } + // tree 1914 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.24748e-05; + } else { + sum += -9.24748e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -9.24748e-05; + } else { + sum += 9.24748e-05; + } + } + // tree 1915 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.39664e-05; + } else { + sum += 8.39664e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.39664e-05; + } else { + sum += -8.39664e-05; + } + } + // tree 1916 + if ( features[12] < 4.57639 ) { + sum += 7.74986e-05; + } else { + if ( features[7] < 0.464439 ) { + sum += 7.74986e-05; + } else { + sum += -7.74986e-05; + } + } + // tree 1917 + if ( features[0] < 1.68308 ) { + if ( features[12] < 4.33725 ) { + sum += 7.77229e-05; + } else { + sum += -7.77229e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -7.77229e-05; + } else { + sum += 7.77229e-05; + } + } + // tree 1918 + if ( features[12] < 4.57639 ) { + sum += 7.64192e-05; + } else { + if ( features[8] < 1.91935 ) { + sum += -7.64192e-05; + } else { + sum += 7.64192e-05; + } + } + // tree 1919 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 8.40897e-05; + } else { + sum += -8.40897e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -8.40897e-05; + } else { + sum += 8.40897e-05; + } + } + // tree 1920 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 8.41894e-05; + } else { + sum += -8.41894e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.41894e-05; + } else { + sum += -8.41894e-05; + } + } + // tree 1921 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.75073e-05; + } else { + sum += -9.75073e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.75073e-05; + } else { + sum += 9.75073e-05; + } + } + // tree 1922 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 7.6681e-05; + } else { + sum += -7.6681e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 7.6681e-05; + } else { + sum += -7.6681e-05; + } + } + // tree 1923 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 7.78514e-05; + } else { + sum += -7.78514e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -7.78514e-05; + } else { + sum += 7.78514e-05; + } + } + // tree 1924 + if ( features[4] < -1.47024 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.000101819; + } else { + sum += 0.000101819; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -0.000101819; + } else { + sum += 0.000101819; + } + } + // tree 1925 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.71417e-05; + } else { + sum += -9.71417e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.71417e-05; + } else { + sum += 9.71417e-05; + } + } + // tree 1926 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 8.4182e-05; + } else { + sum += -8.4182e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -8.4182e-05; + } else { + sum += 8.4182e-05; + } + } + // tree 1927 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.71871e-05; + } else { + sum += 8.71871e-05; + } + } else { + if ( features[9] < 1.86353 ) { + sum += -8.71871e-05; + } else { + sum += 8.71871e-05; + } + } + // tree 1928 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 7.67661e-05; + } else { + sum += -7.67661e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -7.67661e-05; + } else { + sum += 7.67661e-05; + } + } + // tree 1929 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.61502e-05; + } else { + sum += -9.61502e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -9.61502e-05; + } else { + sum += 9.61502e-05; + } + } + // tree 1930 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.67696e-05; + } else { + sum += -6.67696e-05; + } + } else { + if ( features[5] < 0.472433 ) { + sum += 6.67696e-05; + } else { + sum += -6.67696e-05; + } + } + // tree 1931 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000101636; + } else { + sum += 0.000101636; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000101636; + } else { + sum += -0.000101636; + } + } + // tree 1932 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 8.29549e-05; + } else { + sum += -8.29549e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.29549e-05; + } else { + sum += -8.29549e-05; + } + } + // tree 1933 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.6613e-05; + } else { + sum += -9.6613e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.6613e-05; + } else { + sum += 9.6613e-05; + } + } + // tree 1934 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 8.22105e-05; + } else { + sum += -8.22105e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.22105e-05; + } else { + sum += -8.22105e-05; + } + } + // tree 1935 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -8.47688e-05; + } else { + sum += 8.47688e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -8.47688e-05; + } else { + sum += 8.47688e-05; + } + } + // tree 1936 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 8.5825e-05; + } else { + sum += -8.5825e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 8.5825e-05; + } else { + sum += -8.5825e-05; + } + } + // tree 1937 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -8.41962e-05; + } else { + sum += 8.41962e-05; + } + } else { + if ( features[0] < 1.99219 ) { + sum += 8.41962e-05; + } else { + sum += -8.41962e-05; + } + } + // tree 1938 + if ( features[7] < 0.390948 ) { + if ( features[8] < 2.11248 ) { + sum += 9.68137e-05; + } else { + sum += -9.68137e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 9.68137e-05; + } else { + sum += -9.68137e-05; + } + } + // tree 1939 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.87304e-05; + } else { + sum += 8.87304e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.87304e-05; + } else { + sum += 8.87304e-05; + } + } + // tree 1940 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.5656e-05; + } else { + sum += -9.5656e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.5656e-05; + } else { + sum += 9.5656e-05; + } + } + // tree 1941 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -9.17328e-05; + } else { + sum += 9.17328e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.17328e-05; + } else { + sum += 9.17328e-05; + } + } + // tree 1942 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -6.78175e-05; + } else { + sum += 6.78175e-05; + } + } else { + sum += 6.78175e-05; + } + // tree 1943 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -9.50896e-05; + } else { + sum += 9.50896e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -9.50896e-05; + } else { + sum += 9.50896e-05; + } + } + // tree 1944 + if ( features[4] < -1.47024 ) { + if ( features[5] < 0.630907 ) { + sum += 9.64968e-05; + } else { + sum += -9.64968e-05; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -9.64968e-05; + } else { + sum += 9.64968e-05; + } + } + // tree 1945 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000123834; + } else { + sum += -0.000123834; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.000123834; + } else { + sum += 0.000123834; + } + } + // tree 1946 + if ( features[0] < 1.68308 ) { + if ( features[7] < 0.620143 ) { + sum += -6.14571e-05; + } else { + sum += 6.14571e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 6.14571e-05; + } else { + sum += -6.14571e-05; + } + } + // tree 1947 + if ( features[12] < 4.57639 ) { + sum += 8.01389e-05; + } else { + if ( features[11] < 1.012 ) { + sum += -8.01389e-05; + } else { + sum += 8.01389e-05; + } + } + // tree 1948 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 7.6704e-05; + } else { + sum += -7.6704e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -7.6704e-05; + } else { + sum += 7.6704e-05; + } + } + // tree 1949 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 8.21042e-05; + } else { + sum += -8.21042e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.21042e-05; + } else { + sum += -8.21042e-05; + } + } + // tree 1950 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -9.0029e-05; + } else { + sum += 9.0029e-05; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -9.0029e-05; + } else { + sum += 9.0029e-05; + } + } + // tree 1951 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -8.37508e-05; + } else { + sum += 8.37508e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.37508e-05; + } else { + sum += -8.37508e-05; + } + } + // tree 1952 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.84543e-05; + } else { + sum += -8.84543e-05; + } + } else { + if ( features[6] < -2.15667 ) { + sum += 8.84543e-05; + } else { + sum += -8.84543e-05; + } + } + // tree 1953 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -7.32867e-05; + } else { + sum += 7.32867e-05; + } + } else { + sum += 7.32867e-05; + } + // tree 1954 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.24703e-05; + } else { + sum += -9.24703e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -9.24703e-05; + } else { + sum += 9.24703e-05; + } + } + // tree 1955 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -9.91316e-05; + } else { + sum += 9.91316e-05; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 9.91316e-05; + } else { + sum += -9.91316e-05; + } + } + // tree 1956 + if ( features[6] < -0.231447 ) { + if ( features[9] < 1.87281 ) { + sum += -7.46041e-05; + } else { + sum += 7.46041e-05; + } + } else { + if ( features[1] < -0.414925 ) { + sum += -7.46041e-05; + } else { + sum += 7.46041e-05; + } + } + // tree 1957 + if ( features[9] < 1.87281 ) { + if ( features[3] < 0.0322448 ) { + sum += 7.36135e-05; + } else { + sum += -7.36135e-05; + } + } else { + if ( features[4] < -1.2963 ) { + sum += 7.36135e-05; + } else { + sum += -7.36135e-05; + } + } + // tree 1958 + if ( features[8] < 2.24069 ) { + if ( features[5] < 0.734344 ) { + sum += -9.97251e-05; + } else { + sum += 9.97251e-05; + } + } else { + if ( features[5] < 0.610294 ) { + sum += 9.97251e-05; + } else { + sum += -9.97251e-05; + } + } + // tree 1959 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -9.95165e-05; + } else { + sum += 9.95165e-05; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 9.95165e-05; + } else { + sum += -9.95165e-05; + } + } + // tree 1960 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 8.89386e-05; + } else { + sum += -8.89386e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.89386e-05; + } else { + sum += 8.89386e-05; + } + } + // tree 1961 + if ( features[7] < 0.390948 ) { + if ( features[7] < 0.337566 ) { + sum += 9.59848e-05; + } else { + sum += -9.59848e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 9.59848e-05; + } else { + sum += -9.59848e-05; + } + } + // tree 1962 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 8.15354e-05; + } else { + sum += -8.15354e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 8.15354e-05; + } else { + sum += -8.15354e-05; + } + } + // tree 1963 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000110202; + } else { + sum += -0.000110202; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000110202; + } else { + sum += -0.000110202; + } + } + // tree 1964 + if ( features[12] < 4.57639 ) { + if ( features[11] < 1.46171 ) { + sum += 8.38544e-05; + } else { + sum += -8.38544e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.38544e-05; + } else { + sum += 8.38544e-05; + } + } + // tree 1965 + if ( features[12] < 4.57639 ) { + if ( features[11] < 1.46171 ) { + sum += 8.3405e-05; + } else { + sum += -8.3405e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.3405e-05; + } else { + sum += 8.3405e-05; + } + } + // tree 1966 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -7.14499e-05; + } else { + sum += 7.14499e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 7.14499e-05; + } else { + sum += -7.14499e-05; + } + } + // tree 1967 + if ( features[12] < 4.57639 ) { + sum += 7.95849e-05; + } else { + if ( features[11] < 1.012 ) { + sum += -7.95849e-05; + } else { + sum += 7.95849e-05; + } + } + // tree 1968 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -7.9238e-05; + } else { + sum += 7.9238e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -7.9238e-05; + } else { + sum += 7.9238e-05; + } + } + // tree 1969 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.30561e-05; + } else { + sum += 8.30561e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.30561e-05; + } else { + sum += -8.30561e-05; + } + } + // tree 1970 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 7.70669e-05; + } else { + sum += -7.70669e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -7.70669e-05; + } else { + sum += 7.70669e-05; + } + } + // tree 1971 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.42015e-05; + } else { + sum += -9.42015e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.42015e-05; + } else { + sum += 9.42015e-05; + } + } + // tree 1972 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 8.3269e-05; + } else { + sum += -8.3269e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.3269e-05; + } else { + sum += -8.3269e-05; + } + } + // tree 1973 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.30803e-05; + } else { + sum += 8.30803e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.30803e-05; + } else { + sum += -8.30803e-05; + } + } + // tree 1974 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.17646e-05; + } else { + sum += -9.17646e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -9.17646e-05; + } else { + sum += 9.17646e-05; + } + } + // tree 1975 + if ( features[6] < -0.231447 ) { + if ( features[9] < 1.87281 ) { + sum += -7.64731e-05; + } else { + sum += 7.64731e-05; + } + } else { + if ( features[4] < -0.944929 ) { + sum += -7.64731e-05; + } else { + sum += 7.64731e-05; + } + } + // tree 1976 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.3754e-05; + } else { + sum += -9.3754e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -9.3754e-05; + } else { + sum += 9.3754e-05; + } + } + // tree 1977 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.000120057; + } else { + sum += -0.000120057; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.000120057; + } else { + sum += 0.000120057; + } + } + // tree 1978 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -7.82157e-05; + } else { + sum += 7.82157e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -7.82157e-05; + } else { + sum += 7.82157e-05; + } + } + // tree 1979 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.31094e-05; + } else { + sum += -9.31094e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.31094e-05; + } else { + sum += 9.31094e-05; + } + } + // tree 1980 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -7.57055e-05; + } else { + sum += 7.57055e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -7.57055e-05; + } else { + sum += 7.57055e-05; + } + } + // tree 1981 + if ( features[5] < 0.473096 ) { + if ( features[12] < 4.68547 ) { + sum += 7.11163e-05; + } else { + sum += -7.11163e-05; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 7.11163e-05; + } else { + sum += -7.11163e-05; + } + } + // tree 1982 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 8.30741e-05; + } else { + sum += -8.30741e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.30741e-05; + } else { + sum += -8.30741e-05; + } + } + // tree 1983 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -6.60963e-05; + } else { + sum += 6.60963e-05; + } + } else { + sum += 6.60963e-05; + } + // tree 1984 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -7.77063e-05; + } else { + sum += 7.77063e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -7.77063e-05; + } else { + sum += 7.77063e-05; + } + } + // tree 1985 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.08991 ) { + sum += 0.00010156; + } else { + sum += -0.00010156; + } + } else { + if ( features[5] < 0.610294 ) { + sum += 0.00010156; + } else { + sum += -0.00010156; + } + } + // tree 1986 + if ( features[7] < 0.390948 ) { + if ( features[8] < 2.11248 ) { + sum += 8.29657e-05; + } else { + sum += -8.29657e-05; + } + } else { + if ( features[6] < -0.231447 ) { + sum += 8.29657e-05; + } else { + sum += -8.29657e-05; + } + } + // tree 1987 + if ( features[9] < 1.87281 ) { + if ( features[7] < 0.469546 ) { + sum += 8.7305e-05; + } else { + sum += -8.7305e-05; + } + } else { + if ( features[5] < 1.09243 ) { + sum += 8.7305e-05; + } else { + sum += -8.7305e-05; + } + } + // tree 1988 + if ( features[12] < 4.57639 ) { + if ( features[11] < 1.46171 ) { + sum += 7.99793e-05; + } else { + sum += -7.99793e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.99793e-05; + } else { + sum += 7.99793e-05; + } + } + // tree 1989 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.31295e-05; + } else { + sum += -9.31295e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.31295e-05; + } else { + sum += 9.31295e-05; + } + } + // tree 1990 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -8.27279e-05; + } else { + sum += 8.27279e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.27279e-05; + } else { + sum += -8.27279e-05; + } + } + // tree 1991 + if ( features[11] < 1.84612 ) { + if ( features[5] < 0.473096 ) { + sum += 5.79146e-05; + } else { + sum += -5.79146e-05; + } + } else { + sum += -5.79146e-05; + } + // tree 1992 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -7.27336e-05; + } else { + sum += 7.27336e-05; + } + } else { + sum += 7.27336e-05; + } + // tree 1993 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.92937e-05; + } else { + sum += 8.92937e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.92937e-05; + } else { + sum += 8.92937e-05; + } + } + // tree 1994 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.79359e-05; + } else { + sum += 8.79359e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -8.79359e-05; + } else { + sum += 8.79359e-05; + } + } + // tree 1995 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.0924e-05; + } else { + sum += -9.0924e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -9.0924e-05; + } else { + sum += 9.0924e-05; + } + } + // tree 1996 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 8.17337e-05; + } else { + sum += -8.17337e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -8.17337e-05; + } else { + sum += 8.17337e-05; + } + } + // tree 1997 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.22199e-05; + } else { + sum += -9.22199e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -9.22199e-05; + } else { + sum += 9.22199e-05; + } + } + // tree 1998 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -9.37283e-05; + } else { + sum += 9.37283e-05; + } + } else { + if ( features[5] < 0.940993 ) { + sum += -9.37283e-05; + } else { + sum += 9.37283e-05; + } + } + // tree 1999 + if ( features[12] < 4.57639 ) { + sum += 7.36173e-05; + } else { + if ( features[9] < 1.86353 ) { + sum += -7.36173e-05; + } else { + sum += 7.36173e-05; + } + } + // tree 2000 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -9.95036e-05; + } else { + sum += 9.95036e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 9.95036e-05; + } else { + sum += -9.95036e-05; + } + } + // tree 2001 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.02657e-05; + } else { + sum += -9.02657e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -9.02657e-05; + } else { + sum += 9.02657e-05; + } + } + // tree 2002 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 8.34775e-05; + } else { + sum += -8.34775e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.34775e-05; + } else { + sum += -8.34775e-05; + } + } + // tree 2003 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 8.61084e-05; + } else { + sum += -8.61084e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -8.61084e-05; + } else { + sum += 8.61084e-05; + } + } + // tree 2004 + sum += 3.65589e-05; + // tree 2005 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.77311e-05; + } else { + sum += 8.77311e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.77311e-05; + } else { + sum += 8.77311e-05; + } + } + // tree 2006 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 7.41539e-05; + } else { + sum += -7.41539e-05; + } + } else { + if ( features[12] < 4.57639 ) { + sum += 7.41539e-05; + } else { + sum += -7.41539e-05; + } + } + // tree 2007 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -8.2011e-05; + } else { + sum += 8.2011e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.2011e-05; + } else { + sum += -8.2011e-05; + } + } + // tree 2008 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000121197; + } else { + sum += -0.000121197; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000121197; + } else { + sum += 0.000121197; + } + } + // tree 2009 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -8.18369e-05; + } else { + sum += 8.18369e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -8.18369e-05; + } else { + sum += 8.18369e-05; + } + } + // tree 2010 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -8.79526e-05; + } else { + sum += 8.79526e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -8.79526e-05; + } else { + sum += 8.79526e-05; + } + } + // tree 2011 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 8.6192e-05; + } else { + sum += -8.6192e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 8.6192e-05; + } else { + sum += -8.6192e-05; + } + } + // tree 2012 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -8.52945e-05; + } else { + sum += 8.52945e-05; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 8.52945e-05; + } else { + sum += -8.52945e-05; + } + } + // tree 2013 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -9.32927e-05; + } else { + sum += 9.32927e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -9.32927e-05; + } else { + sum += 9.32927e-05; + } + } + // tree 2014 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.20105e-05; + } else { + sum += -9.20105e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.20105e-05; + } else { + sum += 9.20105e-05; + } + } + // tree 2015 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.01539e-05; + } else { + sum += -9.01539e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -9.01539e-05; + } else { + sum += 9.01539e-05; + } + } + // tree 2016 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 9.12718e-05; + } else { + sum += -9.12718e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -9.12718e-05; + } else { + sum += 9.12718e-05; + } + } + // tree 2017 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 7.85013e-05; + } else { + sum += -7.85013e-05; + } + } else { + if ( features[3] < 0.0644871 ) { + sum += -7.85013e-05; + } else { + sum += 7.85013e-05; + } + } + // tree 2018 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -9.24584e-05; + } else { + sum += 9.24584e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -9.24584e-05; + } else { + sum += 9.24584e-05; + } + } + // tree 2019 + if ( features[9] < 1.87281 ) { + if ( features[3] < 0.0322448 ) { + sum += 9.46904e-05; + } else { + sum += -9.46904e-05; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -9.46904e-05; + } else { + sum += 9.46904e-05; + } + } + // tree 2020 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.82812e-05; + } else { + sum += 8.82812e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.82812e-05; + } else { + sum += 8.82812e-05; + } + } + // tree 2021 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.93471e-05; + } else { + sum += -8.93471e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -8.93471e-05; + } else { + sum += 8.93471e-05; + } + } + // tree 2022 + if ( features[1] < 0.103667 ) { + if ( features[0] < 2.78895 ) { + sum += 8.02418e-05; + } else { + sum += -8.02418e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.02418e-05; + } else { + sum += -8.02418e-05; + } + } + // tree 2023 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 7.49199e-05; + } else { + sum += -7.49199e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 7.49199e-05; + } else { + sum += -7.49199e-05; + } + } + // tree 2024 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 9.14753e-05; + } else { + sum += -9.14753e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.14753e-05; + } else { + sum += 9.14753e-05; + } + } + // tree 2025 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.9532e-05; + } else { + sum += -8.9532e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.9532e-05; + } else { + sum += 8.9532e-05; + } + } + // tree 2026 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.9824e-05; + } else { + sum += -8.9824e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -8.9824e-05; + } else { + sum += 8.9824e-05; + } + } + // tree 2027 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.93432e-05; + } else { + sum += -8.93432e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -8.93432e-05; + } else { + sum += 8.93432e-05; + } + } + // tree 2028 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 8.48803e-05; + } else { + sum += -8.48803e-05; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 8.48803e-05; + } else { + sum += -8.48803e-05; + } + } + // tree 2029 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -9.76782e-05; + } else { + sum += 9.76782e-05; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 9.76782e-05; + } else { + sum += -9.76782e-05; + } + } + // tree 2030 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 9.01771e-05; + } else { + sum += -9.01771e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -9.01771e-05; + } else { + sum += 9.01771e-05; + } + } + // tree 2031 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000103112; + } else { + sum += 0.000103112; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000103112; + } else { + sum += 0.000103112; + } + } + // tree 2032 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -8.11048e-05; + } else { + sum += 8.11048e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.11048e-05; + } else { + sum += -8.11048e-05; + } + } + // tree 2033 + if ( features[12] < 4.57639 ) { + if ( features[11] < 1.46171 ) { + sum += 7.89806e-05; + } else { + sum += -7.89806e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -7.89806e-05; + } else { + sum += 7.89806e-05; + } + } + // tree 2034 + if ( features[7] < 0.464495 ) { + if ( features[5] < 0.643887 ) { + sum += 8.52487e-05; + } else { + sum += -8.52487e-05; + } + } else { + if ( features[9] < 2.64699 ) { + sum += -8.52487e-05; + } else { + sum += 8.52487e-05; + } + } + // tree 2035 + if ( features[1] < 0.103667 ) { + if ( features[6] < -2.5465 ) { + sum += 8.20366e-05; + } else { + sum += -8.20366e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.20366e-05; + } else { + sum += -8.20366e-05; + } + } + // tree 2036 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -9.81722e-05; + } else { + sum += 9.81722e-05; + } + } else { + if ( features[9] < 2.64699 ) { + sum += -9.81722e-05; + } else { + sum += 9.81722e-05; + } + } + // tree 2037 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -6.92003e-05; + } else { + sum += 6.92003e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 6.92003e-05; + } else { + sum += -6.92003e-05; + } + } + // tree 2038 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 7.56506e-05; + } else { + sum += -7.56506e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -7.56506e-05; + } else { + sum += 7.56506e-05; + } + } + // tree 2039 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.96951e-05; + } else { + sum += -8.96951e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.96951e-05; + } else { + sum += 8.96951e-05; + } + } + // tree 2040 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -8.16033e-05; + } else { + sum += 8.16033e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.16033e-05; + } else { + sum += -8.16033e-05; + } + } + // tree 2041 + if ( features[4] < -1.47024 ) { + if ( features[6] < -0.594739 ) { + sum += 6.98136e-05; + } else { + sum += -6.98136e-05; + } + } else { + if ( features[7] < 0.383222 ) { + sum += -6.98136e-05; + } else { + sum += 6.98136e-05; + } + } + // tree 2042 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.95387e-05; + } else { + sum += -8.95387e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.95387e-05; + } else { + sum += 8.95387e-05; + } + } + // tree 2043 + if ( features[7] < 0.464495 ) { + if ( features[0] < 1.66342 ) { + sum += -7.81755e-05; + } else { + sum += 7.81755e-05; + } + } else { + if ( features[2] < 0.444747 ) { + sum += 7.81755e-05; + } else { + sum += -7.81755e-05; + } + } + // tree 2044 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 7.18725e-05; + } else { + sum += -7.18725e-05; + } + } else { + if ( features[12] < 4.57639 ) { + sum += 7.18725e-05; + } else { + sum += -7.18725e-05; + } + } + // tree 2045 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -8.57506e-05; + } else { + sum += 8.57506e-05; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 8.57506e-05; + } else { + sum += -8.57506e-05; + } + } + // tree 2046 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -7.41946e-05; + } else { + sum += 7.41946e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -7.41946e-05; + } else { + sum += 7.41946e-05; + } + } + // tree 2047 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.99873e-05; + } else { + sum += -8.99873e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.99873e-05; + } else { + sum += 8.99873e-05; + } + } + // tree 2048 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.9506e-05; + } else { + sum += -8.9506e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.9506e-05; + } else { + sum += 8.9506e-05; + } + } + // tree 2049 + if ( features[7] < 0.390948 ) { + if ( features[9] < 2.12219 ) { + sum += 8.89858e-05; + } else { + sum += -8.89858e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -8.89858e-05; + } else { + sum += 8.89858e-05; + } + } + // tree 2050 + if ( features[12] < 4.57639 ) { + sum += 7.52563e-05; + } else { + if ( features[0] < 2.53058 ) { + sum += -7.52563e-05; + } else { + sum += 7.52563e-05; + } + } + // tree 2051 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.87549e-05; + } else { + sum += -8.87549e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -8.87549e-05; + } else { + sum += 8.87549e-05; + } + } + // tree 2052 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 7.5094e-05; + } else { + sum += -7.5094e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -7.5094e-05; + } else { + sum += 7.5094e-05; + } + } + // tree 2053 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 7.41109e-05; + } else { + sum += -7.41109e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 7.41109e-05; + } else { + sum += -7.41109e-05; + } + } + // tree 2054 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 7.87121e-05; + } else { + sum += -7.87121e-05; + } + } else { + if ( features[5] < 0.681654 ) { + sum += -7.87121e-05; + } else { + sum += 7.87121e-05; + } + } + // tree 2055 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.80722e-05; + } else { + sum += -8.80722e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.80722e-05; + } else { + sum += 8.80722e-05; + } + } + // tree 2056 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.46388e-05; + } else { + sum += 8.46388e-05; + } + } else { + if ( features[9] < 1.86353 ) { + sum += -8.46388e-05; + } else { + sum += 8.46388e-05; + } + } + // tree 2057 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.70278e-05; + } else { + sum += -8.70278e-05; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -8.70278e-05; + } else { + sum += 8.70278e-05; + } + } + // tree 2058 + if ( features[12] < 4.57639 ) { + if ( features[11] < 1.46171 ) { + sum += 7.758e-05; + } else { + sum += -7.758e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -7.758e-05; + } else { + sum += 7.758e-05; + } + } + // tree 2059 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.64698e-05; + } else { + sum += 8.64698e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.64698e-05; + } else { + sum += 8.64698e-05; + } + } + // tree 2060 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.76321e-05; + } else { + sum += -8.76321e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.76321e-05; + } else { + sum += 8.76321e-05; + } + } + // tree 2061 + if ( features[12] < 4.57639 ) { + sum += 7.44292e-05; + } else { + if ( features[11] < 1.012 ) { + sum += -7.44292e-05; + } else { + sum += 7.44292e-05; + } + } + // tree 2062 + if ( features[5] < 0.473096 ) { + sum += 6.52294e-05; + } else { + if ( features[2] < 0.632998 ) { + sum += 6.52294e-05; + } else { + sum += -6.52294e-05; + } + } + // tree 2063 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.89108e-05; + } else { + sum += -8.89108e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.89108e-05; + } else { + sum += 8.89108e-05; + } + } + // tree 2064 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 7.5152e-05; + } else { + sum += -7.5152e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -7.5152e-05; + } else { + sum += 7.5152e-05; + } + } + // tree 2065 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.73686e-05; + } else { + sum += -8.73686e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.73686e-05; + } else { + sum += 8.73686e-05; + } + } + // tree 2066 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -8.65033e-05; + } else { + sum += 8.65033e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -8.65033e-05; + } else { + sum += 8.65033e-05; + } + } + // tree 2067 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.81109e-05; + } else { + sum += -8.81109e-05; + } + } else { + if ( features[7] < 0.464439 ) { + sum += 8.81109e-05; + } else { + sum += -8.81109e-05; + } + } + // tree 2068 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -0.000105056; + } else { + sum += 0.000105056; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 0.000105056; + } else { + sum += -0.000105056; + } + } + // tree 2069 + if ( features[7] < 0.464495 ) { + sum += 7.98166e-05; + } else { + if ( features[9] < 2.64699 ) { + sum += -7.98166e-05; + } else { + sum += 7.98166e-05; + } + } + // tree 2070 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.80721e-05; + } else { + sum += -8.80721e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.80721e-05; + } else { + sum += 8.80721e-05; + } + } + // tree 2071 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 7.95866e-05; + } else { + sum += -7.95866e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -7.95866e-05; + } else { + sum += 7.95866e-05; + } + } + // tree 2072 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -6.86757e-05; + } else { + sum += 6.86757e-05; + } + } else { + if ( features[10] < -27.4241 ) { + sum += 6.86757e-05; + } else { + sum += -6.86757e-05; + } + } + // tree 2073 + if ( features[1] < 0.103667 ) { + if ( features[6] < -2.5465 ) { + sum += 8.12045e-05; + } else { + sum += -8.12045e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.12045e-05; + } else { + sum += -8.12045e-05; + } + } + // tree 2074 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.68077e-05; + } else { + sum += -8.68077e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.68077e-05; + } else { + sum += 8.68077e-05; + } + } + // tree 2075 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.61792e-05; + } else { + sum += 8.61792e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.61792e-05; + } else { + sum += 8.61792e-05; + } + } + // tree 2076 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 7.4183e-05; + } else { + sum += -7.4183e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -7.4183e-05; + } else { + sum += 7.4183e-05; + } + } + // tree 2077 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -8.08179e-05; + } else { + sum += 8.08179e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.08179e-05; + } else { + sum += -8.08179e-05; + } + } + // tree 2078 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -7.65484e-05; + } else { + sum += 7.65484e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -7.65484e-05; + } else { + sum += 7.65484e-05; + } + } + // tree 2079 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 8.9865e-05; + } else { + sum += -8.9865e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -8.9865e-05; + } else { + sum += 8.9865e-05; + } + } + // tree 2080 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.15685e-05; + } else { + sum += -8.15685e-05; + } + } else { + if ( features[12] < 4.9021 ) { + sum += -8.15685e-05; + } else { + sum += 8.15685e-05; + } + } + // tree 2081 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000101898; + } else { + sum += 0.000101898; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000101898; + } else { + sum += 0.000101898; + } + } + // tree 2082 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000117652; + } else { + sum += -0.000117652; + } + } else { + if ( features[7] < 0.390948 ) { + sum += -0.000117652; + } else { + sum += 0.000117652; + } + } + // tree 2083 + if ( features[7] < 0.464495 ) { + if ( features[5] < 0.643887 ) { + sum += 8.4008e-05; + } else { + sum += -8.4008e-05; + } + } else { + if ( features[9] < 2.64699 ) { + sum += -8.4008e-05; + } else { + sum += 8.4008e-05; + } + } + // tree 2084 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.70614e-05; + } else { + sum += -8.70614e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.70614e-05; + } else { + sum += 8.70614e-05; + } + } + // tree 2085 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -8.04031e-05; + } else { + sum += 8.04031e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.04031e-05; + } else { + sum += -8.04031e-05; + } + } + // tree 2086 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.77645e-05; + } else { + sum += -8.77645e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.77645e-05; + } else { + sum += 8.77645e-05; + } + } + // tree 2087 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 8.49569e-05; + } else { + sum += -8.49569e-05; + } + } else { + if ( features[1] < -0.75808 ) { + sum += -8.49569e-05; + } else { + sum += 8.49569e-05; + } + } + // tree 2088 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.6746e-05; + } else { + sum += -8.6746e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -8.6746e-05; + } else { + sum += 8.6746e-05; + } + } + // tree 2089 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 9.2491e-05; + } else { + sum += -9.2491e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 9.2491e-05; + } else { + sum += -9.2491e-05; + } + } + // tree 2090 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -7.61877e-05; + } else { + sum += 7.61877e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -7.61877e-05; + } else { + sum += 7.61877e-05; + } + } + // tree 2091 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -7.91877e-05; + } else { + sum += 7.91877e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 7.91877e-05; + } else { + sum += -7.91877e-05; + } + } + // tree 2092 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 7.41354e-05; + } else { + sum += -7.41354e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -7.41354e-05; + } else { + sum += 7.41354e-05; + } + } + // tree 2093 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 6.84293e-05; + } else { + sum += -6.84293e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 6.84293e-05; + } else { + sum += -6.84293e-05; + } + } + // tree 2094 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000108286; + } else { + sum += -0.000108286; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000108286; + } else { + sum += -0.000108286; + } + } + // tree 2095 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 8.02638e-05; + } else { + sum += -8.02638e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 8.02638e-05; + } else { + sum += -8.02638e-05; + } + } + // tree 2096 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000101022; + } else { + sum += -0.000101022; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.000101022; + } else { + sum += 0.000101022; + } + } + // tree 2097 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000107616; + } else { + sum += -0.000107616; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000107616; + } else { + sum += -0.000107616; + } + } + // tree 2098 + if ( features[7] < 0.390948 ) { + if ( features[2] < -0.221269 ) { + sum += 8.59555e-05; + } else { + sum += -8.59555e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -8.59555e-05; + } else { + sum += 8.59555e-05; + } + } + // tree 2099 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.5596e-05; + } else { + sum += 8.5596e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.5596e-05; + } else { + sum += 8.5596e-05; + } + } + return sum; +} diff --git a/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2100-2399.cpp b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2100-2399.cpp new file mode 100644 index 000000000..05e2e51b1 --- /dev/null +++ b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2100-2399.cpp @@ -0,0 +1,4102 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include <vector> + +#include "../SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" + +/* @brief a BDT implementation, returning the sum of all tree weights given + * a feature vector + */ +double SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1::tree_7( const std::vector<double>& features ) const { + double sum = 0; + + // tree 2100 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -7.1833e-05; + } else { + sum += 7.1833e-05; + } + } else { + if ( features[12] < 4.57639 ) { + sum += 7.1833e-05; + } else { + sum += -7.1833e-05; + } + } + // tree 2101 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.72226e-05; + } else { + sum += -8.72226e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.72226e-05; + } else { + sum += 8.72226e-05; + } + } + // tree 2102 + if ( features[12] < 4.57639 ) { + sum += 7.39336e-05; + } else { + if ( features[5] < 0.731889 ) { + sum += -7.39336e-05; + } else { + sum += 7.39336e-05; + } + } + // tree 2103 + if ( features[7] < 0.464495 ) { + if ( features[0] < 1.66342 ) { + sum += -8.55417e-05; + } else { + sum += 8.55417e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.55417e-05; + } else { + sum += -8.55417e-05; + } + } + // tree 2104 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 8.32617e-05; + } else { + sum += -8.32617e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -8.32617e-05; + } else { + sum += 8.32617e-05; + } + } + // tree 2105 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.63565e-05; + } else { + sum += -8.63565e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -8.63565e-05; + } else { + sum += 8.63565e-05; + } + } + // tree 2106 + sum += 3.68898e-05; + // tree 2107 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 9.99091e-05; + } else { + sum += -9.99091e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -9.99091e-05; + } else { + sum += 9.99091e-05; + } + } + // tree 2108 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.46267e-05; + } else { + sum += -8.46267e-05; + } + } else { + if ( features[9] < 1.86353 ) { + sum += -8.46267e-05; + } else { + sum += 8.46267e-05; + } + } + // tree 2109 + if ( features[7] < 0.464495 ) { + sum += 8.10186e-05; + } else { + if ( features[12] < 3.85898 ) { + sum += 8.10186e-05; + } else { + sum += -8.10186e-05; + } + } + // tree 2110 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.67919e-05; + } else { + sum += -8.67919e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.67919e-05; + } else { + sum += 8.67919e-05; + } + } + // tree 2111 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.77604 ) { + sum += 7.3432e-05; + } else { + sum += -7.3432e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 7.3432e-05; + } else { + sum += -7.3432e-05; + } + } + // tree 2112 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 9.76272e-05; + } else { + sum += -9.76272e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 9.76272e-05; + } else { + sum += -9.76272e-05; + } + } + // tree 2113 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 7.95167e-05; + } else { + sum += -7.95167e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 7.95167e-05; + } else { + sum += -7.95167e-05; + } + } + // tree 2114 + if ( features[3] < 0.0967294 ) { + if ( features[4] < -1.2963 ) { + sum += 6.78274e-05; + } else { + sum += -6.78274e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 6.78274e-05; + } else { + sum += -6.78274e-05; + } + } + // tree 2115 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.55416e-05; + } else { + sum += -8.55416e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.55416e-05; + } else { + sum += 8.55416e-05; + } + } + // tree 2116 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.60386e-05; + } else { + sum += 8.60386e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.60386e-05; + } else { + sum += 8.60386e-05; + } + } + // tree 2117 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.63522e-05; + } else { + sum += -8.63522e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.63522e-05; + } else { + sum += 8.63522e-05; + } + } + // tree 2118 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.47784e-05; + } else { + sum += 8.47784e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.47784e-05; + } else { + sum += 8.47784e-05; + } + } + // tree 2119 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -9.19867e-05; + } else { + sum += 9.19867e-05; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -9.19867e-05; + } else { + sum += 9.19867e-05; + } + } + // tree 2120 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 8.14026e-05; + } else { + sum += -8.14026e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.14026e-05; + } else { + sum += 8.14026e-05; + } + } + // tree 2121 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.57289e-05; + } else { + sum += -8.57289e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.57289e-05; + } else { + sum += 8.57289e-05; + } + } + // tree 2122 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.41243e-05; + } else { + sum += -8.41243e-05; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -8.41243e-05; + } else { + sum += 8.41243e-05; + } + } + // tree 2123 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -0.000102614; + } else { + sum += 0.000102614; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 0.000102614; + } else { + sum += -0.000102614; + } + } + // tree 2124 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -7.22335e-05; + } else { + sum += 7.22335e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -7.22335e-05; + } else { + sum += 7.22335e-05; + } + } + // tree 2125 + if ( features[1] < 0.103667 ) { + if ( features[6] < -2.5465 ) { + sum += 7.94623e-05; + } else { + sum += -7.94623e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 7.94623e-05; + } else { + sum += -7.94623e-05; + } + } + // tree 2126 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 7.168e-05; + } else { + sum += -7.168e-05; + } + } else { + if ( features[12] < 4.57639 ) { + sum += 7.168e-05; + } else { + sum += -7.168e-05; + } + } + // tree 2127 + if ( features[7] < 0.390948 ) { + if ( features[8] < 2.11248 ) { + sum += 8.72722e-05; + } else { + sum += -8.72722e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -8.72722e-05; + } else { + sum += 8.72722e-05; + } + } + // tree 2128 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 8.03302e-05; + } else { + sum += -8.03302e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.03302e-05; + } else { + sum += 8.03302e-05; + } + } + // tree 2129 + if ( features[7] < 0.390948 ) { + if ( features[9] < 2.12219 ) { + sum += 8.49664e-05; + } else { + sum += -8.49664e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 8.49664e-05; + } else { + sum += -8.49664e-05; + } + } + // tree 2130 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.40178e-05; + } else { + sum += -8.40178e-05; + } + } else { + if ( features[9] < 1.86353 ) { + sum += -8.40178e-05; + } else { + sum += 8.40178e-05; + } + } + // tree 2131 + if ( features[1] < 0.103667 ) { + if ( features[6] < -2.5465 ) { + sum += 7.93355e-05; + } else { + sum += -7.93355e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 7.93355e-05; + } else { + sum += -7.93355e-05; + } + } + // tree 2132 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.532e-05; + } else { + sum += -8.532e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -8.532e-05; + } else { + sum += 8.532e-05; + } + } + // tree 2133 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.48714e-05; + } else { + sum += 8.48714e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.48714e-05; + } else { + sum += 8.48714e-05; + } + } + // tree 2134 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 9.12848e-05; + } else { + sum += -9.12848e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 9.12848e-05; + } else { + sum += -9.12848e-05; + } + } + // tree 2135 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 8.91071e-05; + } else { + sum += -8.91071e-05; + } + } else { + if ( features[9] < 2.64699 ) { + sum += -8.91071e-05; + } else { + sum += 8.91071e-05; + } + } + // tree 2136 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 6.75417e-05; + } else { + sum += -6.75417e-05; + } + } else { + if ( features[10] < -27.4241 ) { + sum += 6.75417e-05; + } else { + sum += -6.75417e-05; + } + } + // tree 2137 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.35605e-05; + } else { + sum += -8.35605e-05; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -8.35605e-05; + } else { + sum += 8.35605e-05; + } + } + // tree 2138 + if ( features[11] < 1.84612 ) { + if ( features[7] < 0.979305 ) { + sum += 6.9837e-05; + } else { + sum += -6.9837e-05; + } + } else { + sum += -6.9837e-05; + } + // tree 2139 + if ( features[9] < 1.87281 ) { + if ( features[7] < 0.469546 ) { + sum += 0.000103231; + } else { + sum += -0.000103231; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000103231; + } else { + sum += 0.000103231; + } + } + // tree 2140 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 9.65775e-05; + } else { + sum += -9.65775e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 9.65775e-05; + } else { + sum += -9.65775e-05; + } + } + // tree 2141 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.55603e-05; + } else { + sum += -8.55603e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.55603e-05; + } else { + sum += 8.55603e-05; + } + } + // tree 2142 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 7.90863e-05; + } else { + sum += -7.90863e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -7.90863e-05; + } else { + sum += 7.90863e-05; + } + } + // tree 2143 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -7.22394e-05; + } else { + sum += 7.22394e-05; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -7.22394e-05; + } else { + sum += 7.22394e-05; + } + } + // tree 2144 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -6.91315e-05; + } else { + sum += 6.91315e-05; + } + } else { + if ( features[12] < 4.56635 ) { + sum += -6.91315e-05; + } else { + sum += 6.91315e-05; + } + } + // tree 2145 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.38413e-05; + } else { + sum += 8.38413e-05; + } + } else { + if ( features[7] < 0.464439 ) { + sum += 8.38413e-05; + } else { + sum += -8.38413e-05; + } + } + // tree 2146 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 8.69178e-05; + } else { + sum += -8.69178e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -8.69178e-05; + } else { + sum += 8.69178e-05; + } + } + // tree 2147 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -8.96268e-05; + } else { + sum += 8.96268e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -8.96268e-05; + } else { + sum += 8.96268e-05; + } + } + // tree 2148 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.93157e-05; + } else { + sum += -7.93157e-05; + } + } else { + if ( features[3] < 0.0644871 ) { + sum += -7.93157e-05; + } else { + sum += 7.93157e-05; + } + } + // tree 2149 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.53972e-05; + } else { + sum += -8.53972e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.53972e-05; + } else { + sum += 8.53972e-05; + } + } + // tree 2150 + if ( features[7] < 0.390948 ) { + if ( features[6] < -1.38158 ) { + sum += -8.86805e-05; + } else { + sum += 8.86805e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 8.86805e-05; + } else { + sum += -8.86805e-05; + } + } + // tree 2151 + if ( features[2] < 0.821394 ) { + if ( features[8] < 2.24069 ) { + sum += -8.15956e-05; + } else { + sum += 8.15956e-05; + } + } else { + if ( features[12] < 4.57639 ) { + sum += 8.15956e-05; + } else { + sum += -8.15956e-05; + } + } + // tree 2152 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 7.37942e-05; + } else { + sum += -7.37942e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.37942e-05; + } else { + sum += 7.37942e-05; + } + } + // tree 2153 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.51393e-05; + } else { + sum += 8.51393e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.51393e-05; + } else { + sum += 8.51393e-05; + } + } + // tree 2154 + if ( features[7] < 0.390948 ) { + if ( features[9] < 2.12219 ) { + sum += 8.59853e-05; + } else { + sum += -8.59853e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -8.59853e-05; + } else { + sum += 8.59853e-05; + } + } + // tree 2155 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -9.69402e-05; + } else { + sum += 9.69402e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 9.69402e-05; + } else { + sum += -9.69402e-05; + } + } + // tree 2156 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 8.06814e-05; + } else { + sum += -8.06814e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.06814e-05; + } else { + sum += 8.06814e-05; + } + } + // tree 2157 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.4399e-05; + } else { + sum += -8.4399e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.4399e-05; + } else { + sum += 8.4399e-05; + } + } + // tree 2158 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -7.86596e-05; + } else { + sum += 7.86596e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 7.86596e-05; + } else { + sum += -7.86596e-05; + } + } + // tree 2159 + if ( features[8] < 2.24069 ) { + if ( features[2] < 0.0680814 ) { + sum += -8.86723e-05; + } else { + sum += 8.86723e-05; + } + } else { + if ( features[2] < 0.671819 ) { + sum += 8.86723e-05; + } else { + sum += -8.86723e-05; + } + } + // tree 2160 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 8.00991e-05; + } else { + sum += -8.00991e-05; + } + } else { + if ( features[7] < 0.825673 ) { + sum += 8.00991e-05; + } else { + sum += -8.00991e-05; + } + } + // tree 2161 + if ( features[7] < 0.464495 ) { + if ( features[4] < -0.600526 ) { + sum += 7.39945e-05; + } else { + sum += -7.39945e-05; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -7.39945e-05; + } else { + sum += 7.39945e-05; + } + } + // tree 2162 + if ( features[7] < 0.390948 ) { + if ( features[0] < 2.22866 ) { + sum += -8.10266e-05; + } else { + sum += 8.10266e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -8.10266e-05; + } else { + sum += 8.10266e-05; + } + } + // tree 2163 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000116483; + } else { + sum += -0.000116483; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.000116483; + } else { + sum += 0.000116483; + } + } + // tree 2164 + if ( features[7] < 0.390948 ) { + if ( features[8] < 2.11248 ) { + sum += 6.52225e-05; + } else { + sum += -6.52225e-05; + } + } else { + sum += 6.52225e-05; + } + // tree 2165 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -9.66462e-05; + } else { + sum += 9.66462e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 9.66462e-05; + } else { + sum += -9.66462e-05; + } + } + // tree 2166 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 9.7304e-05; + } else { + sum += -9.7304e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -9.7304e-05; + } else { + sum += 9.7304e-05; + } + } + // tree 2167 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.41694e-05; + } else { + sum += 8.41694e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.41694e-05; + } else { + sum += 8.41694e-05; + } + } + // tree 2168 + sum += 3.56139e-05; + // tree 2169 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.49795e-05; + } else { + sum += -8.49795e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.49795e-05; + } else { + sum += 8.49795e-05; + } + } + // tree 2170 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.41177e-05; + } else { + sum += -6.41177e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 6.41177e-05; + } else { + sum += -6.41177e-05; + } + } + // tree 2171 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -8.74919e-05; + } else { + sum += 8.74919e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.74919e-05; + } else { + sum += -8.74919e-05; + } + } + // tree 2172 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -0.000101251; + } else { + sum += 0.000101251; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 0.000101251; + } else { + sum += -0.000101251; + } + } + // tree 2173 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 8.99203e-05; + } else { + sum += -8.99203e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.99203e-05; + } else { + sum += -8.99203e-05; + } + } + // tree 2174 + if ( features[8] < 2.24069 ) { + if ( features[2] < 0.0680814 ) { + sum += -8.97658e-05; + } else { + sum += 8.97658e-05; + } + } else { + if ( features[4] < -0.948464 ) { + sum += 8.97658e-05; + } else { + sum += -8.97658e-05; + } + } + // tree 2175 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.47557e-05; + } else { + sum += -6.47557e-05; + } + } else { + if ( features[0] < 2.88598 ) { + sum += 6.47557e-05; + } else { + sum += -6.47557e-05; + } + } + // tree 2176 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.44089e-05; + } else { + sum += -6.44089e-05; + } + } else { + if ( features[0] < 2.88598 ) { + sum += 6.44089e-05; + } else { + sum += -6.44089e-05; + } + } + // tree 2177 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 7.79297e-05; + } else { + sum += -7.79297e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -7.79297e-05; + } else { + sum += 7.79297e-05; + } + } + // tree 2178 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.27333e-05; + } else { + sum += -7.27333e-05; + } + } else { + sum += 7.27333e-05; + } + // tree 2179 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -8.71471e-05; + } else { + sum += 8.71471e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.71471e-05; + } else { + sum += -8.71471e-05; + } + } + // tree 2180 + if ( features[7] < 0.464495 ) { + if ( features[3] < 0.0483549 ) { + sum += 8.56786e-05; + } else { + sum += -8.56786e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.56786e-05; + } else { + sum += -8.56786e-05; + } + } + // tree 2181 + if ( features[9] < 1.87281 ) { + if ( features[3] < 0.0322448 ) { + sum += 9.14464e-05; + } else { + sum += -9.14464e-05; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -9.14464e-05; + } else { + sum += 9.14464e-05; + } + } + // tree 2182 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.36697e-05; + } else { + sum += 8.36697e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.36697e-05; + } else { + sum += 8.36697e-05; + } + } + // tree 2183 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 8.23956e-05; + } else { + sum += -8.23956e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -8.23956e-05; + } else { + sum += 8.23956e-05; + } + } + // tree 2184 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.7995e-05; + } else { + sum += -7.7995e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 7.7995e-05; + } else { + sum += -7.7995e-05; + } + } + // tree 2185 + if ( features[7] < 0.390948 ) { + if ( features[2] < -0.221269 ) { + sum += 7.77148e-05; + } else { + sum += -7.77148e-05; + } + } else { + if ( features[6] < -0.231447 ) { + sum += 7.77148e-05; + } else { + sum += -7.77148e-05; + } + } + // tree 2186 + if ( features[7] < 0.464495 ) { + if ( features[3] < 0.0483549 ) { + sum += 7.4166e-05; + } else { + sum += -7.4166e-05; + } + } else { + if ( features[0] < 2.81307 ) { + sum += 7.4166e-05; + } else { + sum += -7.4166e-05; + } + } + // tree 2187 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 9.26123e-05; + } else { + sum += -9.26123e-05; + } + } else { + if ( features[11] < 1.17355 ) { + sum += 9.26123e-05; + } else { + sum += -9.26123e-05; + } + } + // tree 2188 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.45697e-05; + } else { + sum += -8.45697e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.45697e-05; + } else { + sum += 8.45697e-05; + } + } + // tree 2189 + if ( features[9] < 1.87281 ) { + if ( features[3] < 0.0322448 ) { + sum += 9.06217e-05; + } else { + sum += -9.06217e-05; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -9.06217e-05; + } else { + sum += 9.06217e-05; + } + } + // tree 2190 + if ( features[7] < 0.464495 ) { + if ( features[5] < 0.643887 ) { + sum += 7.83272e-05; + } else { + sum += -7.83272e-05; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -7.83272e-05; + } else { + sum += 7.83272e-05; + } + } + // tree 2191 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 7.90529e-05; + } else { + sum += -7.90529e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -7.90529e-05; + } else { + sum += 7.90529e-05; + } + } + // tree 2192 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -7.74838e-05; + } else { + sum += 7.74838e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -7.74838e-05; + } else { + sum += 7.74838e-05; + } + } + // tree 2193 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -0.000100141; + } else { + sum += 0.000100141; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 0.000100141; + } else { + sum += -0.000100141; + } + } + // tree 2194 + if ( features[0] < 1.68308 ) { + if ( features[3] < 0.0161829 ) { + sum += 7.35939e-05; + } else { + sum += -7.35939e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -7.35939e-05; + } else { + sum += 7.35939e-05; + } + } + // tree 2195 + if ( features[4] < -1.47024 ) { + if ( features[1] < 0.00171106 ) { + sum += -8.68042e-05; + } else { + sum += 8.68042e-05; + } + } else { + if ( features[12] < 4.81552 ) { + sum += -8.68042e-05; + } else { + sum += 8.68042e-05; + } + } + // tree 2196 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.21747e-05; + } else { + sum += -8.21747e-05; + } + } else { + if ( features[9] < 1.86353 ) { + sum += -8.21747e-05; + } else { + sum += 8.21747e-05; + } + } + // tree 2197 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 7.26658e-05; + } else { + sum += -7.26658e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.26658e-05; + } else { + sum += 7.26658e-05; + } + } + // tree 2198 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000105002; + } else { + sum += -0.000105002; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000105002; + } else { + sum += -0.000105002; + } + } + // tree 2199 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -8.47296e-05; + } else { + sum += 8.47296e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -8.47296e-05; + } else { + sum += 8.47296e-05; + } + } + // tree 2200 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -8.73851e-05; + } else { + sum += 8.73851e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.73851e-05; + } else { + sum += -8.73851e-05; + } + } + // tree 2201 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.390948 ) { + sum += -8.20271e-05; + } else { + sum += 8.20271e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -8.20271e-05; + } else { + sum += 8.20271e-05; + } + } + // tree 2202 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.32299e-05; + } else { + sum += -7.32299e-05; + } + } else { + sum += 7.32299e-05; + } + // tree 2203 + if ( features[7] < 0.464495 ) { + if ( features[5] < 0.643887 ) { + sum += 8.20394e-05; + } else { + sum += -8.20394e-05; + } + } else { + if ( features[9] < 2.64699 ) { + sum += -8.20394e-05; + } else { + sum += 8.20394e-05; + } + } + // tree 2204 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 9.02767e-05; + } else { + sum += -9.02767e-05; + } + } else { + if ( features[8] < 1.93106 ) { + sum += -9.02767e-05; + } else { + sum += 9.02767e-05; + } + } + // tree 2205 + if ( features[8] < 2.24069 ) { + if ( features[2] < 0.0680814 ) { + sum += -9.14061e-05; + } else { + sum += 9.14061e-05; + } + } else { + if ( features[1] < 0.205661 ) { + sum += -9.14061e-05; + } else { + sum += 9.14061e-05; + } + } + // tree 2206 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 8.25314e-05; + } else { + sum += -8.25314e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -8.25314e-05; + } else { + sum += 8.25314e-05; + } + } + // tree 2207 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 8.55504e-05; + } else { + sum += -8.55504e-05; + } + } else { + if ( features[7] < 0.383222 ) { + sum += -8.55504e-05; + } else { + sum += 8.55504e-05; + } + } + // tree 2208 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.31738e-05; + } else { + sum += -8.31738e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -8.31738e-05; + } else { + sum += 8.31738e-05; + } + } + // tree 2209 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -9.39002e-05; + } else { + sum += 9.39002e-05; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -9.39002e-05; + } else { + sum += 9.39002e-05; + } + } + // tree 2210 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 8.19945e-05; + } else { + sum += -8.19945e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -8.19945e-05; + } else { + sum += 8.19945e-05; + } + } + // tree 2211 + if ( features[2] < 0.821394 ) { + if ( features[11] < 1.84612 ) { + sum += 9.03427e-05; + } else { + sum += -9.03427e-05; + } + } else { + if ( features[5] < 0.771044 ) { + sum += 9.03427e-05; + } else { + sum += -9.03427e-05; + } + } + // tree 2212 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.34253e-05; + } else { + sum += -7.34253e-05; + } + } else { + sum += 7.34253e-05; + } + // tree 2213 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -8.63883e-05; + } else { + sum += 8.63883e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.63883e-05; + } else { + sum += -8.63883e-05; + } + } + // tree 2214 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -8.27753e-05; + } else { + sum += 8.27753e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -8.27753e-05; + } else { + sum += 8.27753e-05; + } + } + // tree 2215 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 8.34807e-05; + } else { + sum += -8.34807e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.34807e-05; + } else { + sum += -8.34807e-05; + } + } + // tree 2216 + if ( features[12] < 4.57639 ) { + sum += 7.10865e-05; + } else { + if ( features[0] < 2.53058 ) { + sum += -7.10865e-05; + } else { + sum += 7.10865e-05; + } + } + // tree 2217 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -8.20312e-05; + } else { + sum += 8.20312e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -8.20312e-05; + } else { + sum += 8.20312e-05; + } + } + // tree 2218 + if ( features[11] < 1.84612 ) { + if ( features[6] < -1.05893 ) { + sum += 5.32158e-05; + } else { + sum += -5.32158e-05; + } + } else { + sum += -5.32158e-05; + } + // tree 2219 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 8.22794e-05; + } else { + sum += -8.22794e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -8.22794e-05; + } else { + sum += 8.22794e-05; + } + } + // tree 2220 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 7.03486e-05; + } else { + sum += -7.03486e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -7.03486e-05; + } else { + sum += 7.03486e-05; + } + } + // tree 2221 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 8.438e-05; + } else { + sum += -8.438e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -8.438e-05; + } else { + sum += 8.438e-05; + } + } + // tree 2222 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 8.71908e-05; + } else { + sum += -8.71908e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.71908e-05; + } else { + sum += -8.71908e-05; + } + } + // tree 2223 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 8.67267e-05; + } else { + sum += -8.67267e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.67267e-05; + } else { + sum += -8.67267e-05; + } + } + // tree 2224 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 8.25176e-05; + } else { + sum += -8.25176e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -8.25176e-05; + } else { + sum += 8.25176e-05; + } + } + // tree 2225 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -8.04734e-05; + } else { + sum += 8.04734e-05; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 8.04734e-05; + } else { + sum += -8.04734e-05; + } + } + // tree 2226 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -9.33386e-05; + } else { + sum += 9.33386e-05; + } + } else { + if ( features[9] < 2.64699 ) { + sum += -9.33386e-05; + } else { + sum += 9.33386e-05; + } + } + // tree 2227 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.49024e-05; + } else { + sum += -7.49024e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 7.49024e-05; + } else { + sum += -7.49024e-05; + } + } + // tree 2228 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -9.87134e-05; + } else { + sum += 9.87134e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 9.87134e-05; + } else { + sum += -9.87134e-05; + } + } + // tree 2229 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.27735e-05; + } else { + sum += 8.27735e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.27735e-05; + } else { + sum += 8.27735e-05; + } + } + // tree 2230 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.20117e-05; + } else { + sum += -7.20117e-05; + } + } else { + sum += 7.20117e-05; + } + // tree 2231 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -9.29124e-05; + } else { + sum += 9.29124e-05; + } + } else { + if ( features[9] < 2.64699 ) { + sum += -9.29124e-05; + } else { + sum += 9.29124e-05; + } + } + // tree 2232 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 8.22897e-05; + } else { + sum += -8.22897e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -8.22897e-05; + } else { + sum += 8.22897e-05; + } + } + // tree 2233 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -7.63197e-05; + } else { + sum += 7.63197e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 7.63197e-05; + } else { + sum += -7.63197e-05; + } + } + // tree 2234 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 7.08541e-05; + } else { + sum += -7.08541e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -7.08541e-05; + } else { + sum += 7.08541e-05; + } + } + // tree 2235 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -7.47935e-05; + } else { + sum += 7.47935e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -7.47935e-05; + } else { + sum += 7.47935e-05; + } + } + // tree 2236 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 8.79624e-05; + } else { + sum += -8.79624e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.79624e-05; + } else { + sum += -8.79624e-05; + } + } + // tree 2237 + if ( features[7] < 0.390948 ) { + if ( features[7] < 0.337566 ) { + sum += 7.51381e-05; + } else { + sum += -7.51381e-05; + } + } else { + if ( features[5] < 1.09634 ) { + sum += 7.51381e-05; + } else { + sum += -7.51381e-05; + } + } + // tree 2238 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 8.47513e-05; + } else { + sum += -8.47513e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.47513e-05; + } else { + sum += -8.47513e-05; + } + } + // tree 2239 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.17019e-05; + } else { + sum += -8.17019e-05; + } + } else { + if ( features[9] < 1.86353 ) { + sum += -8.17019e-05; + } else { + sum += 8.17019e-05; + } + } + // tree 2240 + if ( features[7] < 0.464495 ) { + if ( features[3] < 0.0483549 ) { + sum += 8.02088e-05; + } else { + sum += -8.02088e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -8.02088e-05; + } else { + sum += 8.02088e-05; + } + } + // tree 2241 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 8.58775e-05; + } else { + sum += -8.58775e-05; + } + } else { + if ( features[5] < 1.09634 ) { + sum += 8.58775e-05; + } else { + sum += -8.58775e-05; + } + } + // tree 2242 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -9.39401e-05; + } else { + sum += 9.39401e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 9.39401e-05; + } else { + sum += -9.39401e-05; + } + } + // tree 2243 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.24784e-05; + } else { + sum += -7.24784e-05; + } + } else { + sum += 7.24784e-05; + } + // tree 2244 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.55777e-05; + } else { + sum += -7.55777e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 7.55777e-05; + } else { + sum += -7.55777e-05; + } + } + // tree 2245 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.69845e-05; + } else { + sum += 7.69845e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 7.69845e-05; + } else { + sum += -7.69845e-05; + } + } + // tree 2246 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -7.54132e-05; + } else { + sum += 7.54132e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -7.54132e-05; + } else { + sum += 7.54132e-05; + } + } + // tree 2247 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 8.51175e-05; + } else { + sum += -8.51175e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.51175e-05; + } else { + sum += -8.51175e-05; + } + } + // tree 2248 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.25205e-05; + } else { + sum += 7.25205e-05; + } + } else { + sum += 7.25205e-05; + } + // tree 2249 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.02047e-05; + } else { + sum += 8.02047e-05; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -8.02047e-05; + } else { + sum += 8.02047e-05; + } + } + // tree 2250 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 7.20697e-05; + } else { + sum += -7.20697e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 7.20697e-05; + } else { + sum += -7.20697e-05; + } + } + // tree 2251 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 6.98458e-05; + } else { + sum += -6.98458e-05; + } + } else { + sum += 6.98458e-05; + } + // tree 2252 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 7.14577e-05; + } else { + sum += -7.14577e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.14577e-05; + } else { + sum += 7.14577e-05; + } + } + // tree 2253 + if ( features[7] < 0.464495 ) { + sum += 7.51181e-05; + } else { + if ( features[9] < 2.64699 ) { + sum += -7.51181e-05; + } else { + sum += 7.51181e-05; + } + } + // tree 2254 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 8.23402e-05; + } else { + sum += -8.23402e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -8.23402e-05; + } else { + sum += 8.23402e-05; + } + } + // tree 2255 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -8.11469e-05; + } else { + sum += 8.11469e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -8.11469e-05; + } else { + sum += 8.11469e-05; + } + } + // tree 2256 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 8.15138e-05; + } else { + sum += -8.15138e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -8.15138e-05; + } else { + sum += 8.15138e-05; + } + } + // tree 2257 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.38625e-05; + } else { + sum += -8.38625e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.38625e-05; + } else { + sum += 8.38625e-05; + } + } + // tree 2258 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.20179e-05; + } else { + sum += -8.20179e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -8.20179e-05; + } else { + sum += 8.20179e-05; + } + } + // tree 2259 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -8.15052e-05; + } else { + sum += 8.15052e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -8.15052e-05; + } else { + sum += 8.15052e-05; + } + } + // tree 2260 + if ( features[6] < -0.231447 ) { + if ( features[5] < 0.48452 ) { + sum += 6.62364e-05; + } else { + sum += -6.62364e-05; + } + } else { + if ( features[9] < 1.99097 ) { + sum += 6.62364e-05; + } else { + sum += -6.62364e-05; + } + } + // tree 2261 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 8.27582e-05; + } else { + sum += -8.27582e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.27582e-05; + } else { + sum += -8.27582e-05; + } + } + // tree 2262 + if ( features[1] < 0.205661 ) { + if ( features[10] < -27.4195 ) { + sum += 7.79784e-05; + } else { + sum += -7.79784e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.79784e-05; + } else { + sum += 7.79784e-05; + } + } + // tree 2263 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 8.24801e-05; + } else { + sum += -8.24801e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.24801e-05; + } else { + sum += -8.24801e-05; + } + } + // tree 2264 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.86046e-05; + } else { + sum += -7.86046e-05; + } + } else { + if ( features[12] < 4.9021 ) { + sum += -7.86046e-05; + } else { + sum += 7.86046e-05; + } + } + // tree 2265 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 8.40256e-05; + } else { + sum += -8.40256e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.40256e-05; + } else { + sum += -8.40256e-05; + } + } + // tree 2266 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.000109327; + } else { + sum += -0.000109327; + } + } else { + if ( features[7] < 0.390948 ) { + sum += -0.000109327; + } else { + sum += 0.000109327; + } + } + // tree 2267 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -9.78258e-05; + } else { + sum += 9.78258e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 9.78258e-05; + } else { + sum += -9.78258e-05; + } + } + // tree 2268 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.59657e-05; + } else { + sum += -7.59657e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 7.59657e-05; + } else { + sum += -7.59657e-05; + } + } + // tree 2269 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 8.54517e-05; + } else { + sum += -8.54517e-05; + } + } else { + if ( features[9] < 2.64699 ) { + sum += -8.54517e-05; + } else { + sum += 8.54517e-05; + } + } + // tree 2270 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000103385; + } else { + sum += -0.000103385; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000103385; + } else { + sum += -0.000103385; + } + } + // tree 2271 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -8.47804e-05; + } else { + sum += 8.47804e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.47804e-05; + } else { + sum += -8.47804e-05; + } + } + // tree 2272 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 8.04039e-05; + } else { + sum += -8.04039e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -8.04039e-05; + } else { + sum += 8.04039e-05; + } + } + // tree 2273 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.23367e-05; + } else { + sum += 8.23367e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.23367e-05; + } else { + sum += 8.23367e-05; + } + } + // tree 2274 + if ( features[7] < 0.390948 ) { + if ( features[9] < 2.12219 ) { + sum += 8.24498e-05; + } else { + sum += -8.24498e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -8.24498e-05; + } else { + sum += 8.24498e-05; + } + } + // tree 2275 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.390948 ) { + sum += -8.2647e-05; + } else { + sum += 8.2647e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.2647e-05; + } else { + sum += -8.2647e-05; + } + } + // tree 2276 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -9.34125e-05; + } else { + sum += 9.34125e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -9.34125e-05; + } else { + sum += 9.34125e-05; + } + } + // tree 2277 + if ( features[9] < 1.87281 ) { + if ( features[7] < 0.469546 ) { + sum += 7.54561e-05; + } else { + sum += -7.54561e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 7.54561e-05; + } else { + sum += -7.54561e-05; + } + } + // tree 2278 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -7.08414e-05; + } else { + sum += 7.08414e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -7.08414e-05; + } else { + sum += 7.08414e-05; + } + } + // tree 2279 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.16108e-05; + } else { + sum += 8.16108e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.16108e-05; + } else { + sum += 8.16108e-05; + } + } + // tree 2280 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 8.02841e-05; + } else { + sum += -8.02841e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -8.02841e-05; + } else { + sum += 8.02841e-05; + } + } + // tree 2281 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -9.10334e-05; + } else { + sum += 9.10334e-05; + } + } else { + if ( features[9] < 2.64699 ) { + sum += -9.10334e-05; + } else { + sum += 9.10334e-05; + } + } + // tree 2282 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 8.41427e-05; + } else { + sum += -8.41427e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.41427e-05; + } else { + sum += -8.41427e-05; + } + } + // tree 2283 + if ( features[7] < 0.464495 ) { + if ( features[0] < 1.66342 ) { + sum += -7.66596e-05; + } else { + sum += 7.66596e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -7.66596e-05; + } else { + sum += 7.66596e-05; + } + } + // tree 2284 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.31261e-05; + } else { + sum += -8.31261e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.31261e-05; + } else { + sum += 8.31261e-05; + } + } + // tree 2285 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.39358e-05; + } else { + sum += -8.39358e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.39358e-05; + } else { + sum += 8.39358e-05; + } + } + // tree 2286 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -8.41349e-05; + } else { + sum += 8.41349e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.41349e-05; + } else { + sum += -8.41349e-05; + } + } + // tree 2287 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -8.08331e-05; + } else { + sum += 8.08331e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -8.08331e-05; + } else { + sum += 8.08331e-05; + } + } + // tree 2288 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.99716e-05; + } else { + sum += 7.99716e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.99716e-05; + } else { + sum += 7.99716e-05; + } + } + // tree 2289 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -9.41557e-05; + } else { + sum += 9.41557e-05; + } + } else { + if ( features[9] < 2.64699 ) { + sum += -9.41557e-05; + } else { + sum += 9.41557e-05; + } + } + // tree 2290 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.05758e-05; + } else { + sum += -8.05758e-05; + } + } else { + if ( features[9] < 1.86353 ) { + sum += -8.05758e-05; + } else { + sum += 8.05758e-05; + } + } + // tree 2291 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.18571e-05; + } else { + sum += 8.18571e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -8.18571e-05; + } else { + sum += 8.18571e-05; + } + } + // tree 2292 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.12133e-05; + } else { + sum += -7.12133e-05; + } + } else { + sum += 7.12133e-05; + } + // tree 2293 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -9.23277e-05; + } else { + sum += 9.23277e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -9.23277e-05; + } else { + sum += 9.23277e-05; + } + } + // tree 2294 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.2582e-05; + } else { + sum += 8.2582e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.2582e-05; + } else { + sum += 8.2582e-05; + } + } + // tree 2295 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 8.36375e-05; + } else { + sum += -8.36375e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.36375e-05; + } else { + sum += -8.36375e-05; + } + } + // tree 2296 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 8.23985e-05; + } else { + sum += -8.23985e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -8.23985e-05; + } else { + sum += 8.23985e-05; + } + } + // tree 2297 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -9.51766e-05; + } else { + sum += 9.51766e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 9.51766e-05; + } else { + sum += -9.51766e-05; + } + } + // tree 2298 + if ( features[7] < 0.390948 ) { + if ( features[7] < 0.337566 ) { + sum += 9.18633e-05; + } else { + sum += -9.18633e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 9.18633e-05; + } else { + sum += -9.18633e-05; + } + } + // tree 2299 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -7.8949e-05; + } else { + sum += 7.8949e-05; + } + } else { + if ( features[4] < -0.426155 ) { + sum += -7.8949e-05; + } else { + sum += 7.8949e-05; + } + } + // tree 2300 + if ( features[7] < 0.390948 ) { + if ( features[7] < 0.337566 ) { + sum += 7.49153e-05; + } else { + sum += -7.49153e-05; + } + } else { + if ( features[5] < 1.09634 ) { + sum += 7.49153e-05; + } else { + sum += -7.49153e-05; + } + } + // tree 2301 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -7.77893e-05; + } else { + sum += 7.77893e-05; + } + } else { + if ( features[0] < 1.99219 ) { + sum += 7.77893e-05; + } else { + sum += -7.77893e-05; + } + } + // tree 2302 + if ( features[7] < 0.390948 ) { + if ( features[2] < -0.221269 ) { + sum += 7.32342e-05; + } else { + sum += -7.32342e-05; + } + } else { + if ( features[8] < 1.93106 ) { + sum += -7.32342e-05; + } else { + sum += 7.32342e-05; + } + } + // tree 2303 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.25136e-05; + } else { + sum += 8.25136e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -8.25136e-05; + } else { + sum += 8.25136e-05; + } + } + // tree 2304 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.153e-05; + } else { + sum += 8.153e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.153e-05; + } else { + sum += 8.153e-05; + } + } + // tree 2305 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 8.42243e-05; + } else { + sum += -8.42243e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.42243e-05; + } else { + sum += -8.42243e-05; + } + } + // tree 2306 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 8.37734e-05; + } else { + sum += -8.37734e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.37734e-05; + } else { + sum += -8.37734e-05; + } + } + // tree 2307 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.25562e-05; + } else { + sum += -8.25562e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.25562e-05; + } else { + sum += 8.25562e-05; + } + } + // tree 2308 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.37455e-05; + } else { + sum += 7.37455e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 7.37455e-05; + } else { + sum += -7.37455e-05; + } + } + // tree 2309 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.93824e-05; + } else { + sum += -7.93824e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.93824e-05; + } else { + sum += 7.93824e-05; + } + } + // tree 2310 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 7.09524e-05; + } else { + sum += -7.09524e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -7.09524e-05; + } else { + sum += 7.09524e-05; + } + } + // tree 2311 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.89704e-05; + } else { + sum += -7.89704e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.89704e-05; + } else { + sum += 7.89704e-05; + } + } + // tree 2312 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 7.46859e-05; + } else { + sum += -7.46859e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 7.46859e-05; + } else { + sum += -7.46859e-05; + } + } + // tree 2313 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 6.96651e-05; + } else { + sum += -6.96651e-05; + } + } else { + sum += 6.96651e-05; + } + // tree 2314 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -9.20415e-05; + } else { + sum += 9.20415e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 9.20415e-05; + } else { + sum += -9.20415e-05; + } + } + // tree 2315 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -9.48626e-05; + } else { + sum += 9.48626e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 9.48626e-05; + } else { + sum += -9.48626e-05; + } + } + // tree 2316 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 6.97154e-05; + } else { + sum += -6.97154e-05; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 6.97154e-05; + } else { + sum += -6.97154e-05; + } + } + // tree 2317 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000101464; + } else { + sum += -0.000101464; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000101464; + } else { + sum += -0.000101464; + } + } + // tree 2318 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 8.34295e-05; + } else { + sum += -8.34295e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.34295e-05; + } else { + sum += -8.34295e-05; + } + } + // tree 2319 + if ( features[6] < -0.231447 ) { + if ( features[7] < 0.390948 ) { + sum += -8.11859e-05; + } else { + sum += 8.11859e-05; + } + } else { + if ( features[9] < 1.99097 ) { + sum += 8.11859e-05; + } else { + sum += -8.11859e-05; + } + } + // tree 2320 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -7.85318e-05; + } else { + sum += 7.85318e-05; + } + } else { + if ( features[2] < 0.632998 ) { + sum += 7.85318e-05; + } else { + sum += -7.85318e-05; + } + } + // tree 2321 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.24616e-05; + } else { + sum += 8.24616e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -8.24616e-05; + } else { + sum += 8.24616e-05; + } + } + // tree 2322 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.45938e-05; + } else { + sum += -7.45938e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 7.45938e-05; + } else { + sum += -7.45938e-05; + } + } + // tree 2323 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -7.35405e-05; + } else { + sum += 7.35405e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 7.35405e-05; + } else { + sum += -7.35405e-05; + } + } + // tree 2324 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 8.32024e-05; + } else { + sum += -8.32024e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.32024e-05; + } else { + sum += -8.32024e-05; + } + } + // tree 2325 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.1763e-05; + } else { + sum += 8.1763e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.1763e-05; + } else { + sum += 8.1763e-05; + } + } + // tree 2326 + if ( features[7] < 0.464495 ) { + if ( features[5] < 0.643887 ) { + sum += 8.02073e-05; + } else { + sum += -8.02073e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.02073e-05; + } else { + sum += 8.02073e-05; + } + } + // tree 2327 + if ( features[0] < 1.68308 ) { + if ( features[12] < 4.33725 ) { + sum += 6.78592e-05; + } else { + sum += -6.78592e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.78592e-05; + } else { + sum += -6.78592e-05; + } + } + // tree 2328 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -9.11226e-05; + } else { + sum += 9.11226e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 9.11226e-05; + } else { + sum += -9.11226e-05; + } + } + // tree 2329 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 8.12864e-05; + } else { + sum += -8.12864e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.12864e-05; + } else { + sum += -8.12864e-05; + } + } + // tree 2330 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 7.76073e-05; + } else { + sum += -7.76073e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.76073e-05; + } else { + sum += 7.76073e-05; + } + } + // tree 2331 + if ( features[7] < 0.390948 ) { + if ( features[7] < 0.337566 ) { + sum += 8.24472e-05; + } else { + sum += -8.24472e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 8.24472e-05; + } else { + sum += -8.24472e-05; + } + } + // tree 2332 + if ( features[3] < 0.0967294 ) { + if ( features[9] < 1.48572 ) { + sum += -6.43963e-05; + } else { + sum += 6.43963e-05; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 6.43963e-05; + } else { + sum += -6.43963e-05; + } + } + // tree 2333 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.99897e-05; + } else { + sum += -7.99897e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.99897e-05; + } else { + sum += 7.99897e-05; + } + } + // tree 2334 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 6.91035e-05; + } else { + sum += -6.91035e-05; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 6.91035e-05; + } else { + sum += -6.91035e-05; + } + } + // tree 2335 + if ( features[7] < 0.390948 ) { + if ( features[8] < 2.11248 ) { + sum += 9.0082e-05; + } else { + sum += -9.0082e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 9.0082e-05; + } else { + sum += -9.0082e-05; + } + } + // tree 2336 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000100666; + } else { + sum += -0.000100666; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.000100666; + } else { + sum += -0.000100666; + } + } + // tree 2337 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 9.18302e-05; + } else { + sum += -9.18302e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -9.18302e-05; + } else { + sum += 9.18302e-05; + } + } + // tree 2338 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 9.19832e-05; + } else { + sum += -9.19832e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 9.19832e-05; + } else { + sum += -9.19832e-05; + } + } + // tree 2339 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.07862e-05; + } else { + sum += -7.07862e-05; + } + } else { + sum += 7.07862e-05; + } + // tree 2340 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.11492e-05; + } else { + sum += 8.11492e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.11492e-05; + } else { + sum += 8.11492e-05; + } + } + // tree 2341 + if ( features[5] < 0.473096 ) { + if ( features[1] < 0.205704 ) { + sum += -7.09126e-05; + } else { + sum += 7.09126e-05; + } + } else { + if ( features[0] < 1.99219 ) { + sum += 7.09126e-05; + } else { + sum += -7.09126e-05; + } + } + // tree 2342 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -8.30693e-05; + } else { + sum += 8.30693e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.30693e-05; + } else { + sum += -8.30693e-05; + } + } + // tree 2343 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 8.11193e-05; + } else { + sum += -8.11193e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.11193e-05; + } else { + sum += -8.11193e-05; + } + } + // tree 2344 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.24843e-05; + } else { + sum += -8.24843e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -8.24843e-05; + } else { + sum += 8.24843e-05; + } + } + // tree 2345 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 8.05326e-05; + } else { + sum += -8.05326e-05; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -8.05326e-05; + } else { + sum += 8.05326e-05; + } + } + // tree 2346 + if ( features[11] < 1.84612 ) { + if ( features[7] < 0.979305 ) { + sum += 6.54892e-05; + } else { + sum += -6.54892e-05; + } + } else { + sum += -6.54892e-05; + } + // tree 2347 + if ( features[11] < 1.84612 ) { + if ( features[8] < 1.51119 ) { + sum += -5.05992e-05; + } else { + sum += 5.05992e-05; + } + } else { + sum += -5.05992e-05; + } + // tree 2348 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -8.28188e-05; + } else { + sum += 8.28188e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.28188e-05; + } else { + sum += -8.28188e-05; + } + } + // tree 2349 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 6.87167e-05; + } else { + sum += -6.87167e-05; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 6.87167e-05; + } else { + sum += -6.87167e-05; + } + } + // tree 2350 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.22414e-05; + } else { + sum += 8.22414e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.22414e-05; + } else { + sum += 8.22414e-05; + } + } + // tree 2351 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.24381e-05; + } else { + sum += 8.24381e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.24381e-05; + } else { + sum += 8.24381e-05; + } + } + // tree 2352 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -6.25533e-05; + } else { + sum += 6.25533e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 6.25533e-05; + } else { + sum += -6.25533e-05; + } + } + // tree 2353 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -8.74542e-05; + } else { + sum += 8.74542e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -8.74542e-05; + } else { + sum += 8.74542e-05; + } + } + // tree 2354 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.00010035; + } else { + sum += -0.00010035; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 0.00010035; + } else { + sum += -0.00010035; + } + } + // tree 2355 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -8.07845e-05; + } else { + sum += 8.07845e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.07845e-05; + } else { + sum += 8.07845e-05; + } + } + // tree 2356 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 7.18982e-05; + } else { + sum += -7.18982e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 7.18982e-05; + } else { + sum += -7.18982e-05; + } + } + // tree 2357 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -7.96296e-05; + } else { + sum += 7.96296e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.96296e-05; + } else { + sum += 7.96296e-05; + } + } + // tree 2358 + if ( features[3] < 0.0967294 ) { + if ( features[9] < 1.48572 ) { + sum += -7.11446e-05; + } else { + sum += 7.11446e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 7.11446e-05; + } else { + sum += -7.11446e-05; + } + } + // tree 2359 + if ( features[5] < 0.473096 ) { + if ( features[1] < 0.205704 ) { + sum += -7.23523e-05; + } else { + sum += 7.23523e-05; + } + } else { + if ( features[2] < 0.632998 ) { + sum += 7.23523e-05; + } else { + sum += -7.23523e-05; + } + } + // tree 2360 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.96468e-05; + } else { + sum += -7.96468e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.96468e-05; + } else { + sum += 7.96468e-05; + } + } + // tree 2361 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -7.911e-05; + } else { + sum += 7.911e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.911e-05; + } else { + sum += 7.911e-05; + } + } + // tree 2362 + if ( features[3] < 0.0967294 ) { + if ( features[0] < 1.81252 ) { + sum += -6.9591e-05; + } else { + sum += 6.9591e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 6.9591e-05; + } else { + sum += -6.9591e-05; + } + } + // tree 2363 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 7.23247e-05; + } else { + sum += -7.23247e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -7.23247e-05; + } else { + sum += 7.23247e-05; + } + } + // tree 2364 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -9.15825e-05; + } else { + sum += 9.15825e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -9.15825e-05; + } else { + sum += 9.15825e-05; + } + } + // tree 2365 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.65917e-05; + } else { + sum += -7.65917e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.65917e-05; + } else { + sum += 7.65917e-05; + } + } + // tree 2366 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 7.02362e-05; + } else { + sum += -7.02362e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -7.02362e-05; + } else { + sum += 7.02362e-05; + } + } + // tree 2367 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.04227e-05; + } else { + sum += -7.04227e-05; + } + } else { + sum += 7.04227e-05; + } + // tree 2368 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.89449e-05; + } else { + sum += -7.89449e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.89449e-05; + } else { + sum += 7.89449e-05; + } + } + // tree 2369 + if ( features[0] < 1.68308 ) { + if ( features[7] < 0.620143 ) { + sum += -5.37279e-05; + } else { + sum += 5.37279e-05; + } + } else { + sum += 5.37279e-05; + } + // tree 2370 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 6.84569e-05; + } else { + sum += -6.84569e-05; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 6.84569e-05; + } else { + sum += -6.84569e-05; + } + } + // tree 2371 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 7.12399e-05; + } else { + sum += -7.12399e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 7.12399e-05; + } else { + sum += -7.12399e-05; + } + } + // tree 2372 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 8.63787e-05; + } else { + sum += -8.63787e-05; + } + } else { + if ( features[12] < 4.81552 ) { + sum += -8.63787e-05; + } else { + sum += 8.63787e-05; + } + } + // tree 2373 + if ( features[7] < 0.390948 ) { + if ( features[12] < 4.44724 ) { + sum += -8.21362e-05; + } else { + sum += 8.21362e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 8.21362e-05; + } else { + sum += -8.21362e-05; + } + } + // tree 2374 + if ( features[7] < 0.390948 ) { + if ( features[5] < 0.573447 ) { + sum += -8.26483e-05; + } else { + sum += 8.26483e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 8.26483e-05; + } else { + sum += -8.26483e-05; + } + } + // tree 2375 + if ( features[4] < -1.47024 ) { + if ( features[5] < 0.630907 ) { + sum += 9.20215e-05; + } else { + sum += -9.20215e-05; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -9.20215e-05; + } else { + sum += 9.20215e-05; + } + } + // tree 2376 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.17848e-05; + } else { + sum += 8.17848e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.17848e-05; + } else { + sum += 8.17848e-05; + } + } + // tree 2377 + if ( features[7] < 0.390948 ) { + if ( features[5] < 0.573447 ) { + sum += -8.2347e-05; + } else { + sum += 8.2347e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 8.2347e-05; + } else { + sum += -8.2347e-05; + } + } + // tree 2378 + if ( features[0] < 1.68308 ) { + if ( features[2] < 0.493201 ) { + sum += 7.14339e-05; + } else { + sum += -7.14339e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 7.14339e-05; + } else { + sum += -7.14339e-05; + } + } + // tree 2379 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.59672e-05; + } else { + sum += -7.59672e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.59672e-05; + } else { + sum += 7.59672e-05; + } + } + // tree 2380 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -7.50084e-05; + } else { + sum += 7.50084e-05; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 7.50084e-05; + } else { + sum += -7.50084e-05; + } + } + // tree 2381 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 7.91302e-05; + } else { + sum += -7.91302e-05; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 7.91302e-05; + } else { + sum += -7.91302e-05; + } + } + // tree 2382 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 6.98342e-05; + } else { + sum += -6.98342e-05; + } + } else { + sum += 6.98342e-05; + } + // tree 2383 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -8.27033e-05; + } else { + sum += 8.27033e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.27033e-05; + } else { + sum += -8.27033e-05; + } + } + // tree 2384 + if ( features[1] < 0.205661 ) { + if ( features[10] < -27.4195 ) { + sum += 7.44563e-05; + } else { + sum += -7.44563e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.44563e-05; + } else { + sum += 7.44563e-05; + } + } + // tree 2385 + if ( features[9] < 1.48572 ) { + sum += -5.62486e-05; + } else { + if ( features[3] < 0.0967294 ) { + sum += 5.62486e-05; + } else { + sum += -5.62486e-05; + } + } + // tree 2386 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.11558e-05; + } else { + sum += 8.11558e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.11558e-05; + } else { + sum += 8.11558e-05; + } + } + // tree 2387 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.91971e-05; + } else { + sum += 7.91971e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.91971e-05; + } else { + sum += 7.91971e-05; + } + } + // tree 2388 + if ( features[7] < 0.390948 ) { + if ( features[7] < 0.337566 ) { + sum += 7.59481e-05; + } else { + sum += -7.59481e-05; + } + } else { + if ( features[8] < 1.93106 ) { + sum += -7.59481e-05; + } else { + sum += 7.59481e-05; + } + } + // tree 2389 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 8.11313e-05; + } else { + sum += -8.11313e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.11313e-05; + } else { + sum += -8.11313e-05; + } + } + // tree 2390 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.06026e-05; + } else { + sum += -7.06026e-05; + } + } else { + sum += 7.06026e-05; + } + // tree 2391 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 9.89934e-05; + } else { + sum += -9.89934e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 9.89934e-05; + } else { + sum += -9.89934e-05; + } + } + // tree 2392 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 7.26614e-05; + } else { + sum += -7.26614e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 7.26614e-05; + } else { + sum += -7.26614e-05; + } + } + // tree 2393 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 8.17134e-05; + } else { + sum += -8.17134e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.17134e-05; + } else { + sum += -8.17134e-05; + } + } + // tree 2394 + if ( features[1] < 0.205661 ) { + if ( features[4] < -0.42656 ) { + sum += -7.69851e-05; + } else { + sum += 7.69851e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.69851e-05; + } else { + sum += -7.69851e-05; + } + } + // tree 2395 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 8.75552e-05; + } else { + sum += -8.75552e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 8.75552e-05; + } else { + sum += -8.75552e-05; + } + } + // tree 2396 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 8.75821e-05; + } else { + sum += -8.75821e-05; + } + } else { + if ( features[2] < 0.633096 ) { + sum += 8.75821e-05; + } else { + sum += -8.75821e-05; + } + } + // tree 2397 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -9.20281e-05; + } else { + sum += 9.20281e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 9.20281e-05; + } else { + sum += -9.20281e-05; + } + } + // tree 2398 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 8.1214e-05; + } else { + sum += -8.1214e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.1214e-05; + } else { + sum += -8.1214e-05; + } + } + // tree 2399 + if ( features[5] < 0.473096 ) { + if ( features[8] < 2.17759 ) { + sum += -6.96143e-05; + } else { + sum += 6.96143e-05; + } + } else { + if ( features[4] < -0.426155 ) { + sum += -6.96143e-05; + } else { + sum += 6.96143e-05; + } + } + return sum; +} diff --git a/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2400-2699.cpp b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2400-2699.cpp new file mode 100644 index 000000000..be5216982 --- /dev/null +++ b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2400-2699.cpp @@ -0,0 +1,4074 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include <vector> + +#include "../SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" + +/* @brief a BDT implementation, returning the sum of all tree weights given + * a feature vector + */ +double SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1::tree_8( const std::vector<double>& features ) const { + double sum = 0; + + // tree 2400 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 6.41426e-05; + } else { + sum += -6.41426e-05; + } + } else { + if ( features[0] < 2.88598 ) { + sum += 6.41426e-05; + } else { + sum += -6.41426e-05; + } + } + // tree 2401 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -8.09925e-05; + } else { + sum += 8.09925e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.09925e-05; + } else { + sum += -8.09925e-05; + } + } + // tree 2402 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -8.9618e-05; + } else { + sum += 8.9618e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.9618e-05; + } else { + sum += -8.9618e-05; + } + } + // tree 2403 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 7.07011e-05; + } else { + sum += -7.07011e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -7.07011e-05; + } else { + sum += 7.07011e-05; + } + } + // tree 2404 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -8.08522e-05; + } else { + sum += 8.08522e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.08522e-05; + } else { + sum += -8.08522e-05; + } + } + // tree 2405 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 8.03715e-05; + } else { + sum += -8.03715e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.03715e-05; + } else { + sum += -8.03715e-05; + } + } + // tree 2406 + if ( features[9] < 1.87281 ) { + if ( features[7] < 0.469546 ) { + sum += 9.74245e-05; + } else { + sum += -9.74245e-05; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -9.74245e-05; + } else { + sum += 9.74245e-05; + } + } + // tree 2407 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.77048e-05; + } else { + sum += -7.77048e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.77048e-05; + } else { + sum += 7.77048e-05; + } + } + // tree 2408 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -8.07771e-05; + } else { + sum += 8.07771e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.07771e-05; + } else { + sum += -8.07771e-05; + } + } + // tree 2409 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 7.10333e-05; + } else { + sum += -7.10333e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -7.10333e-05; + } else { + sum += 7.10333e-05; + } + } + // tree 2410 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.68987e-05; + } else { + sum += 7.68987e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.68987e-05; + } else { + sum += 7.68987e-05; + } + } + // tree 2411 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 8.11299e-05; + } else { + sum += -8.11299e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.11299e-05; + } else { + sum += -8.11299e-05; + } + } + // tree 2412 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 8.00431e-05; + } else { + sum += -8.00431e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.00431e-05; + } else { + sum += -8.00431e-05; + } + } + // tree 2413 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -8.70043e-05; + } else { + sum += 8.70043e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -8.70043e-05; + } else { + sum += 8.70043e-05; + } + } + // tree 2414 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 9.01511e-05; + } else { + sum += -9.01511e-05; + } + } else { + if ( features[11] < 1.17355 ) { + sum += 9.01511e-05; + } else { + sum += -9.01511e-05; + } + } + // tree 2415 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 8.38173e-05; + } else { + sum += -8.38173e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.38173e-05; + } else { + sum += -8.38173e-05; + } + } + // tree 2416 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -8.36167e-05; + } else { + sum += 8.36167e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -8.36167e-05; + } else { + sum += 8.36167e-05; + } + } + // tree 2417 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -8.64655e-05; + } else { + sum += 8.64655e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -8.64655e-05; + } else { + sum += 8.64655e-05; + } + } + // tree 2418 + if ( features[5] < 0.473096 ) { + if ( features[1] < 0.205704 ) { + sum += -8.05772e-05; + } else { + sum += 8.05772e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -8.05772e-05; + } else { + sum += 8.05772e-05; + } + } + // tree 2419 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -9.12808e-05; + } else { + sum += 9.12808e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 9.12808e-05; + } else { + sum += -9.12808e-05; + } + } + // tree 2420 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.19841e-05; + } else { + sum += -7.19841e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 7.19841e-05; + } else { + sum += -7.19841e-05; + } + } + // tree 2421 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 6.96468e-05; + } else { + sum += -6.96468e-05; + } + } else { + sum += 6.96468e-05; + } + // tree 2422 + if ( features[11] < 1.84612 ) { + if ( features[2] < 0.671819 ) { + sum += 4.91942e-05; + } else { + sum += -4.91942e-05; + } + } else { + sum += -4.91942e-05; + } + // tree 2423 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 8.95081e-05; + } else { + sum += -8.95081e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -8.95081e-05; + } else { + sum += 8.95081e-05; + } + } + // tree 2424 + if ( features[4] < -1.47024 ) { + if ( features[1] < 0.00171106 ) { + sum += -9.55501e-05; + } else { + sum += 9.55501e-05; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -9.55501e-05; + } else { + sum += 9.55501e-05; + } + } + // tree 2425 + if ( features[7] < 0.464495 ) { + if ( features[3] < 0.0483549 ) { + sum += 7.90559e-05; + } else { + sum += -7.90559e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 7.90559e-05; + } else { + sum += -7.90559e-05; + } + } + // tree 2426 + if ( features[4] < -1.47024 ) { + if ( features[1] < 0.00171106 ) { + sum += -9.51419e-05; + } else { + sum += 9.51419e-05; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -9.51419e-05; + } else { + sum += 9.51419e-05; + } + } + // tree 2427 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.86355e-05; + } else { + sum += 8.86355e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -8.86355e-05; + } else { + sum += 8.86355e-05; + } + } + // tree 2428 + if ( features[5] < 0.473096 ) { + if ( features[8] < 2.17759 ) { + sum += -6.87966e-05; + } else { + sum += 6.87966e-05; + } + } else { + if ( features[2] < 0.632998 ) { + sum += 6.87966e-05; + } else { + sum += -6.87966e-05; + } + } + // tree 2429 + if ( features[7] < 0.464495 ) { + if ( features[4] < -0.600526 ) { + sum += 7.4649e-05; + } else { + sum += -7.4649e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -7.4649e-05; + } else { + sum += 7.4649e-05; + } + } + // tree 2430 + if ( features[7] < 0.390948 ) { + if ( features[7] < 0.337566 ) { + sum += 8.06938e-05; + } else { + sum += -8.06938e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -8.06938e-05; + } else { + sum += 8.06938e-05; + } + } + // tree 2431 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 8.22486e-05; + } else { + sum += -8.22486e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.22486e-05; + } else { + sum += 8.22486e-05; + } + } + // tree 2432 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.98777e-05; + } else { + sum += -7.98777e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.98777e-05; + } else { + sum += -7.98777e-05; + } + } + // tree 2433 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.5427e-05; + } else { + sum += -7.5427e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.5427e-05; + } else { + sum += 7.5427e-05; + } + } + // tree 2434 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.10959e-05; + } else { + sum += -7.10959e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 7.10959e-05; + } else { + sum += -7.10959e-05; + } + } + // tree 2435 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 9.569e-05; + } else { + sum += -9.569e-05; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -9.569e-05; + } else { + sum += 9.569e-05; + } + } + // tree 2436 + if ( features[5] < 0.473096 ) { + if ( features[7] < 0.390484 ) { + sum += -7.72896e-05; + } else { + sum += 7.72896e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -7.72896e-05; + } else { + sum += 7.72896e-05; + } + } + // tree 2437 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.9931e-05; + } else { + sum += -7.9931e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.9931e-05; + } else { + sum += -7.9931e-05; + } + } + // tree 2438 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 7.5198e-05; + } else { + sum += -7.5198e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.5198e-05; + } else { + sum += 7.5198e-05; + } + } + // tree 2439 + if ( features[7] < 0.390948 ) { + if ( features[8] < 2.11248 ) { + sum += 7.9709e-05; + } else { + sum += -7.9709e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 7.9709e-05; + } else { + sum += -7.9709e-05; + } + } + // tree 2440 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.80658e-05; + } else { + sum += 8.80658e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -8.80658e-05; + } else { + sum += 8.80658e-05; + } + } + // tree 2441 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.03676e-05; + } else { + sum += -7.03676e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 7.03676e-05; + } else { + sum += -7.03676e-05; + } + } + // tree 2442 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.19485e-05; + } else { + sum += -8.19485e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.19485e-05; + } else { + sum += 8.19485e-05; + } + } + // tree 2443 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.94937e-05; + } else { + sum += 7.94937e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.94937e-05; + } else { + sum += -7.94937e-05; + } + } + // tree 2444 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.99245e-05; + } else { + sum += 6.99245e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 6.99245e-05; + } else { + sum += -6.99245e-05; + } + } + // tree 2445 + if ( features[4] < -1.47024 ) { + if ( features[7] < 0.537856 ) { + sum += 7.15522e-05; + } else { + sum += -7.15522e-05; + } + } else { + if ( features[2] < 0.633096 ) { + sum += 7.15522e-05; + } else { + sum += -7.15522e-05; + } + } + // tree 2446 + if ( features[5] < 0.473096 ) { + sum += 7.06684e-05; + } else { + if ( features[5] < 0.87839 ) { + sum += -7.06684e-05; + } else { + sum += 7.06684e-05; + } + } + // tree 2447 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 8.28444e-05; + } else { + sum += -8.28444e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.28444e-05; + } else { + sum += -8.28444e-05; + } + } + // tree 2448 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.67214e-05; + } else { + sum += 8.67214e-05; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -8.67214e-05; + } else { + sum += 8.67214e-05; + } + } + // tree 2449 + if ( features[7] < 0.390948 ) { + if ( features[7] < 0.337566 ) { + sum += 8.93187e-05; + } else { + sum += -8.93187e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 8.93187e-05; + } else { + sum += -8.93187e-05; + } + } + // tree 2450 + if ( features[7] < 0.390948 ) { + if ( features[2] < -0.221269 ) { + sum += 7.56795e-05; + } else { + sum += -7.56795e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -7.56795e-05; + } else { + sum += 7.56795e-05; + } + } + // tree 2451 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.12958e-05; + } else { + sum += 8.12958e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.12958e-05; + } else { + sum += 8.12958e-05; + } + } + // tree 2452 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 8.03145e-05; + } else { + sum += -8.03145e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.03145e-05; + } else { + sum += 8.03145e-05; + } + } + // tree 2453 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.63182e-05; + } else { + sum += 7.63182e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.63182e-05; + } else { + sum += 7.63182e-05; + } + } + // tree 2454 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 8.01181e-05; + } else { + sum += -8.01181e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 8.01181e-05; + } else { + sum += -8.01181e-05; + } + } + // tree 2455 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.96921e-05; + } else { + sum += -7.96921e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.96921e-05; + } else { + sum += -7.96921e-05; + } + } + // tree 2456 + if ( features[0] < 1.68308 ) { + if ( features[3] < 0.0161829 ) { + sum += 6.02734e-05; + } else { + sum += -6.02734e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 6.02734e-05; + } else { + sum += -6.02734e-05; + } + } + // tree 2457 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 9.72015e-05; + } else { + sum += -9.72015e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 9.72015e-05; + } else { + sum += -9.72015e-05; + } + } + // tree 2458 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 7.2031e-05; + } else { + sum += -7.2031e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 7.2031e-05; + } else { + sum += -7.2031e-05; + } + } + // tree 2459 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 8.57699e-05; + } else { + sum += -8.57699e-05; + } + } else { + if ( features[6] < -0.231447 ) { + sum += 8.57699e-05; + } else { + sum += -8.57699e-05; + } + } + // tree 2460 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.09561e-05; + } else { + sum += -8.09561e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.09561e-05; + } else { + sum += 8.09561e-05; + } + } + // tree 2461 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.15361e-05; + } else { + sum += -7.15361e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 7.15361e-05; + } else { + sum += -7.15361e-05; + } + } + // tree 2462 + sum += 3.37348e-05; + // tree 2463 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.57965e-05; + } else { + sum += -7.57965e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.57965e-05; + } else { + sum += 7.57965e-05; + } + } + // tree 2464 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.19179e-05; + } else { + sum += -8.19179e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.19179e-05; + } else { + sum += 8.19179e-05; + } + } + // tree 2465 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 6.76565e-05; + } else { + sum += -6.76565e-05; + } + } else { + sum += 6.76565e-05; + } + // tree 2466 + if ( features[5] < 0.473096 ) { + if ( features[1] < 0.205704 ) { + sum += -6.95807e-05; + } else { + sum += 6.95807e-05; + } + } else { + if ( features[2] < 0.632998 ) { + sum += 6.95807e-05; + } else { + sum += -6.95807e-05; + } + } + // tree 2467 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.89039e-05; + } else { + sum += -7.89039e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.89039e-05; + } else { + sum += -7.89039e-05; + } + } + // tree 2468 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.63098e-05; + } else { + sum += 7.63098e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.63098e-05; + } else { + sum += 7.63098e-05; + } + } + // tree 2469 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.1721e-05; + } else { + sum += 8.1721e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.1721e-05; + } else { + sum += 8.1721e-05; + } + } + // tree 2470 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 6.73826e-05; + } else { + sum += -6.73826e-05; + } + } else { + sum += 6.73826e-05; + } + // tree 2471 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.03263e-05; + } else { + sum += -8.03263e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -8.03263e-05; + } else { + sum += 8.03263e-05; + } + } + // tree 2472 + if ( features[0] < 1.68308 ) { + if ( features[11] < 1.57965 ) { + sum += 6.49344e-05; + } else { + sum += -6.49344e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -6.49344e-05; + } else { + sum += 6.49344e-05; + } + } + // tree 2473 + if ( features[12] < 4.57639 ) { + sum += 6.72474e-05; + } else { + if ( features[4] < -1.12229 ) { + sum += -6.72474e-05; + } else { + sum += 6.72474e-05; + } + } + // tree 2474 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.482e-05; + } else { + sum += -7.482e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.482e-05; + } else { + sum += 7.482e-05; + } + } + // tree 2475 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.89201e-05; + } else { + sum += 8.89201e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.89201e-05; + } else { + sum += 8.89201e-05; + } + } + // tree 2476 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 7.51457e-05; + } else { + sum += -7.51457e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 7.51457e-05; + } else { + sum += -7.51457e-05; + } + } + // tree 2477 + if ( features[7] < 0.390948 ) { + if ( features[7] < 0.337566 ) { + sum += 7.99615e-05; + } else { + sum += -7.99615e-05; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -7.99615e-05; + } else { + sum += 7.99615e-05; + } + } + // tree 2478 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.09542e-05; + } else { + sum += -8.09542e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.09542e-05; + } else { + sum += 8.09542e-05; + } + } + // tree 2479 + if ( features[2] < 0.821394 ) { + if ( features[11] < 1.84612 ) { + sum += 7.86566e-05; + } else { + sum += -7.86566e-05; + } + } else { + if ( features[2] < 1.16763 ) { + sum += 7.86566e-05; + } else { + sum += -7.86566e-05; + } + } + // tree 2480 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -8.49705e-05; + } else { + sum += 8.49705e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -8.49705e-05; + } else { + sum += 8.49705e-05; + } + } + // tree 2481 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.90292e-05; + } else { + sum += -7.90292e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.90292e-05; + } else { + sum += -7.90292e-05; + } + } + // tree 2482 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.59055e-05; + } else { + sum += -7.59055e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.59055e-05; + } else { + sum += 7.59055e-05; + } + } + // tree 2483 + if ( features[7] < 0.390948 ) { + if ( features[1] < -0.631056 ) { + sum += 7.05047e-05; + } else { + sum += -7.05047e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 7.05047e-05; + } else { + sum += -7.05047e-05; + } + } + // tree 2484 + if ( features[7] < 0.464495 ) { + sum += 6.7165e-05; + } else { + if ( features[1] < 0.40965 ) { + sum += -6.7165e-05; + } else { + sum += 6.7165e-05; + } + } + // tree 2485 + if ( features[7] < 0.390948 ) { + if ( features[7] < 0.337566 ) { + sum += 8.09959e-05; + } else { + sum += -8.09959e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 8.09959e-05; + } else { + sum += -8.09959e-05; + } + } + // tree 2486 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -7.26905e-05; + } else { + sum += 7.26905e-05; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 7.26905e-05; + } else { + sum += -7.26905e-05; + } + } + // tree 2487 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.90117e-05; + } else { + sum += 7.90117e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.90117e-05; + } else { + sum += -7.90117e-05; + } + } + // tree 2488 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.52698e-05; + } else { + sum += -7.52698e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.52698e-05; + } else { + sum += 7.52698e-05; + } + } + // tree 2489 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -7.53489e-05; + } else { + sum += 7.53489e-05; + } + } else { + if ( features[11] < 1.17355 ) { + sum += 7.53489e-05; + } else { + sum += -7.53489e-05; + } + } + // tree 2490 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.89748e-05; + } else { + sum += 8.89748e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.89748e-05; + } else { + sum += -8.89748e-05; + } + } + // tree 2491 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.68554e-05; + } else { + sum += -7.68554e-05; + } + } else { + if ( features[6] < -2.15667 ) { + sum += 7.68554e-05; + } else { + sum += -7.68554e-05; + } + } + // tree 2492 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 9.4435e-05; + } else { + sum += -9.4435e-05; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -9.4435e-05; + } else { + sum += 9.4435e-05; + } + } + // tree 2493 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 7.7142e-05; + } else { + sum += -7.7142e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.7142e-05; + } else { + sum += -7.7142e-05; + } + } + // tree 2494 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.21513e-05; + } else { + sum += -6.21513e-05; + } + } else { + if ( features[0] < 2.88598 ) { + sum += 6.21513e-05; + } else { + sum += -6.21513e-05; + } + } + // tree 2495 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.15302e-05; + } else { + sum += 8.15302e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.15302e-05; + } else { + sum += 8.15302e-05; + } + } + // tree 2496 + if ( features[9] < 1.48572 ) { + sum += -5.66469e-05; + } else { + if ( features[0] < 1.40059 ) { + sum += -5.66469e-05; + } else { + sum += 5.66469e-05; + } + } + // tree 2497 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -7.48949e-05; + } else { + sum += 7.48949e-05; + } + } else { + if ( features[11] < 1.17355 ) { + sum += 7.48949e-05; + } else { + sum += -7.48949e-05; + } + } + // tree 2498 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.5487e-05; + } else { + sum += 7.5487e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.5487e-05; + } else { + sum += 7.5487e-05; + } + } + // tree 2499 + if ( features[0] < 1.68308 ) { + if ( features[2] < 0.493201 ) { + sum += 6.73523e-05; + } else { + sum += -6.73523e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -6.73523e-05; + } else { + sum += 6.73523e-05; + } + } + // tree 2500 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -8.73432e-05; + } else { + sum += 8.73432e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.73432e-05; + } else { + sum += -8.73432e-05; + } + } + // tree 2501 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -7.55546e-05; + } else { + sum += 7.55546e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.55546e-05; + } else { + sum += 7.55546e-05; + } + } + // tree 2502 + if ( features[1] < 0.205661 ) { + if ( features[9] < 1.67927 ) { + sum += 7.49983e-05; + } else { + sum += -7.49983e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.49983e-05; + } else { + sum += 7.49983e-05; + } + } + // tree 2503 + if ( features[7] < 0.464495 ) { + if ( features[5] < 0.643887 ) { + sum += 7.95583e-05; + } else { + sum += -7.95583e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -7.95583e-05; + } else { + sum += 7.95583e-05; + } + } + // tree 2504 + if ( features[5] < 0.473096 ) { + if ( features[12] < 4.68547 ) { + sum += 6.04462e-05; + } else { + sum += -6.04462e-05; + } + } else { + if ( features[4] < -1.81665 ) { + sum += 6.04462e-05; + } else { + sum += -6.04462e-05; + } + } + // tree 2505 + if ( features[1] < 0.205661 ) { + if ( features[10] < -27.4195 ) { + sum += 7.27062e-05; + } else { + sum += -7.27062e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.27062e-05; + } else { + sum += 7.27062e-05; + } + } + // tree 2506 + if ( features[9] < 1.48572 ) { + sum += -5.1084e-05; + } else { + if ( features[6] < -0.231448 ) { + sum += 5.1084e-05; + } else { + sum += -5.1084e-05; + } + } + // tree 2507 + if ( features[7] < 0.390948 ) { + if ( features[7] < 0.337566 ) { + sum += 8.05073e-05; + } else { + sum += -8.05073e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 8.05073e-05; + } else { + sum += -8.05073e-05; + } + } + // tree 2508 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 6.91769e-05; + } else { + sum += -6.91769e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 6.91769e-05; + } else { + sum += -6.91769e-05; + } + } + // tree 2509 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.05499e-05; + } else { + sum += -8.05499e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -8.05499e-05; + } else { + sum += 8.05499e-05; + } + } + // tree 2510 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.57525e-05; + } else { + sum += 7.57525e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.57525e-05; + } else { + sum += 7.57525e-05; + } + } + // tree 2511 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 7.00011e-05; + } else { + sum += -7.00011e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 7.00011e-05; + } else { + sum += -7.00011e-05; + } + } + // tree 2512 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 9.63655e-05; + } else { + sum += -9.63655e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 9.63655e-05; + } else { + sum += -9.63655e-05; + } + } + // tree 2513 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 7.5528e-05; + } else { + sum += -7.5528e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -7.5528e-05; + } else { + sum += 7.5528e-05; + } + } + // tree 2514 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.93091e-05; + } else { + sum += 7.93091e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.93091e-05; + } else { + sum += 7.93091e-05; + } + } + // tree 2515 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -8.07991e-05; + } else { + sum += 8.07991e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.07991e-05; + } else { + sum += 8.07991e-05; + } + } + // tree 2516 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.51921e-05; + } else { + sum += -7.51921e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.51921e-05; + } else { + sum += 7.51921e-05; + } + } + // tree 2517 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -6.93081e-05; + } else { + sum += 6.93081e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -6.93081e-05; + } else { + sum += 6.93081e-05; + } + } + // tree 2518 + if ( features[5] < 0.473096 ) { + if ( features[7] < 0.390484 ) { + sum += -6.62687e-05; + } else { + sum += 6.62687e-05; + } + } else { + if ( features[11] < 1.17355 ) { + sum += 6.62687e-05; + } else { + sum += -6.62687e-05; + } + } + // tree 2519 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 8.03631e-05; + } else { + sum += -8.03631e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -8.03631e-05; + } else { + sum += 8.03631e-05; + } + } + // tree 2520 + if ( features[4] < -1.47024 ) { + if ( features[7] < 0.537856 ) { + sum += 7.98424e-05; + } else { + sum += -7.98424e-05; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -7.98424e-05; + } else { + sum += 7.98424e-05; + } + } + // tree 2521 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.464495 ) { + sum += 6.73647e-05; + } else { + sum += -6.73647e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 6.73647e-05; + } else { + sum += -6.73647e-05; + } + } + // tree 2522 + if ( features[1] < 0.205661 ) { + if ( features[9] < 1.67927 ) { + sum += 7.49295e-05; + } else { + sum += -7.49295e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.49295e-05; + } else { + sum += 7.49295e-05; + } + } + // tree 2523 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 6.86439e-05; + } else { + sum += -6.86439e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 6.86439e-05; + } else { + sum += -6.86439e-05; + } + } + // tree 2524 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.51791e-05; + } else { + sum += -7.51791e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.51791e-05; + } else { + sum += 7.51791e-05; + } + } + // tree 2525 + if ( features[9] < 1.48572 ) { + sum += -5.64685e-05; + } else { + if ( features[0] < 1.40059 ) { + sum += -5.64685e-05; + } else { + sum += 5.64685e-05; + } + } + // tree 2526 + if ( features[0] < 1.68308 ) { + sum += -5.88207e-05; + } else { + if ( features[1] < -0.712287 ) { + sum += -5.88207e-05; + } else { + sum += 5.88207e-05; + } + } + // tree 2527 + if ( features[7] < 0.390948 ) { + if ( features[6] < -1.38158 ) { + sum += -7.23723e-05; + } else { + sum += 7.23723e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 7.23723e-05; + } else { + sum += -7.23723e-05; + } + } + // tree 2528 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 8.74695e-05; + } else { + sum += -8.74695e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 8.74695e-05; + } else { + sum += -8.74695e-05; + } + } + // tree 2529 + if ( features[4] < -1.47024 ) { + if ( features[1] < 0.00171106 ) { + sum += -9.34073e-05; + } else { + sum += 9.34073e-05; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -9.34073e-05; + } else { + sum += 9.34073e-05; + } + } + // tree 2530 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.81634e-05; + } else { + sum += -7.81634e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.81634e-05; + } else { + sum += -7.81634e-05; + } + } + // tree 2531 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -8.47004e-05; + } else { + sum += 8.47004e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -8.47004e-05; + } else { + sum += 8.47004e-05; + } + } + // tree 2532 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 8.71246e-05; + } else { + sum += -8.71246e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 8.71246e-05; + } else { + sum += -8.71246e-05; + } + } + // tree 2533 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.72599e-05; + } else { + sum += -7.72599e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.72599e-05; + } else { + sum += -7.72599e-05; + } + } + // tree 2534 + if ( features[7] < 0.464495 ) { + if ( features[5] < 0.643887 ) { + sum += 7.89742e-05; + } else { + sum += -7.89742e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 7.89742e-05; + } else { + sum += -7.89742e-05; + } + } + // tree 2535 + if ( features[7] < 0.390948 ) { + if ( features[8] < 2.11248 ) { + sum += 7.7796e-05; + } else { + sum += -7.7796e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 7.7796e-05; + } else { + sum += -7.7796e-05; + } + } + // tree 2536 + if ( features[6] < -0.231447 ) { + if ( features[7] < 0.390948 ) { + sum += -7.75525e-05; + } else { + sum += 7.75525e-05; + } + } else { + if ( features[9] < 1.99097 ) { + sum += 7.75525e-05; + } else { + sum += -7.75525e-05; + } + } + // tree 2537 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.49476e-05; + } else { + sum += -7.49476e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.49476e-05; + } else { + sum += 7.49476e-05; + } + } + // tree 2538 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.78837e-05; + } else { + sum += 7.78837e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.78837e-05; + } else { + sum += -7.78837e-05; + } + } + // tree 2539 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -8.41401e-05; + } else { + sum += 8.41401e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -8.41401e-05; + } else { + sum += 8.41401e-05; + } + } + // tree 2540 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 8.12015e-05; + } else { + sum += -8.12015e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.12015e-05; + } else { + sum += 8.12015e-05; + } + } + // tree 2541 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.57964e-05; + } else { + sum += 8.57964e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -8.57964e-05; + } else { + sum += 8.57964e-05; + } + } + // tree 2542 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.464495 ) { + sum += 6.8447e-05; + } else { + sum += -6.8447e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.8447e-05; + } else { + sum += -6.8447e-05; + } + } + // tree 2543 + if ( features[7] < 0.390948 ) { + if ( features[9] < 2.12219 ) { + sum += 7.18048e-05; + } else { + sum += -7.18048e-05; + } + } else { + if ( features[8] < 1.93106 ) { + sum += -7.18048e-05; + } else { + sum += 7.18048e-05; + } + } + // tree 2544 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.75743e-05; + } else { + sum += 7.75743e-05; + } + } else { + if ( features[9] < 1.86353 ) { + sum += -7.75743e-05; + } else { + sum += 7.75743e-05; + } + } + // tree 2545 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 9.50819e-05; + } else { + sum += -9.50819e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 9.50819e-05; + } else { + sum += -9.50819e-05; + } + } + // tree 2546 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.77343e-05; + } else { + sum += -7.77343e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.77343e-05; + } else { + sum += -7.77343e-05; + } + } + // tree 2547 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.80486e-05; + } else { + sum += 7.80486e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -7.80486e-05; + } else { + sum += 7.80486e-05; + } + } + // tree 2548 + if ( features[7] < 0.464495 ) { + if ( features[5] < 0.643887 ) { + sum += 7.48859e-05; + } else { + sum += -7.48859e-05; + } + } else { + if ( features[2] < 0.444747 ) { + sum += 7.48859e-05; + } else { + sum += -7.48859e-05; + } + } + // tree 2549 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.99262e-05; + } else { + sum += 7.99262e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.99262e-05; + } else { + sum += 7.99262e-05; + } + } + // tree 2550 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.75175e-05; + } else { + sum += 7.75175e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.75175e-05; + } else { + sum += -7.75175e-05; + } + } + // tree 2551 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 6.83135e-05; + } else { + sum += -6.83135e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -6.83135e-05; + } else { + sum += 6.83135e-05; + } + } + // tree 2552 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 6.76073e-05; + } else { + sum += -6.76073e-05; + } + } else { + sum += 6.76073e-05; + } + // tree 2553 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.23627e-05; + } else { + sum += 8.23627e-05; + } + } else { + if ( features[5] < 0.681654 ) { + sum += -8.23627e-05; + } else { + sum += 8.23627e-05; + } + } + // tree 2554 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.37224e-05; + } else { + sum += 8.37224e-05; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -8.37224e-05; + } else { + sum += 8.37224e-05; + } + } + // tree 2555 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.50267e-05; + } else { + sum += 8.50267e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -8.50267e-05; + } else { + sum += 8.50267e-05; + } + } + // tree 2556 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.9721e-05; + } else { + sum += -7.9721e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.9721e-05; + } else { + sum += 7.9721e-05; + } + } + // tree 2557 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.73741e-05; + } else { + sum += -6.73741e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -6.73741e-05; + } else { + sum += 6.73741e-05; + } + } + // tree 2558 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.7684e-05; + } else { + sum += 7.7684e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.7684e-05; + } else { + sum += 7.7684e-05; + } + } + // tree 2559 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -6.97901e-05; + } else { + sum += 6.97901e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.97901e-05; + } else { + sum += -6.97901e-05; + } + } + // tree 2560 + if ( features[9] < 1.48572 ) { + sum += -5.57424e-05; + } else { + if ( features[0] < 1.40059 ) { + sum += -5.57424e-05; + } else { + sum += 5.57424e-05; + } + } + // tree 2561 + if ( features[7] < 0.464495 ) { + if ( features[3] < 0.0483549 ) { + sum += 7.10455e-05; + } else { + sum += -7.10455e-05; + } + } else { + if ( features[11] < 1.26963 ) { + sum += -7.10455e-05; + } else { + sum += 7.10455e-05; + } + } + // tree 2562 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.95623e-05; + } else { + sum += 6.95623e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.95623e-05; + } else { + sum += -6.95623e-05; + } + } + // tree 2563 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 6.72533e-05; + } else { + sum += -6.72533e-05; + } + } else { + sum += 6.72533e-05; + } + // tree 2564 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 7.67753e-05; + } else { + sum += -7.67753e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.67753e-05; + } else { + sum += -7.67753e-05; + } + } + // tree 2565 + if ( features[9] < 1.48572 ) { + sum += -5.32513e-05; + } else { + if ( features[3] < 0.0967294 ) { + sum += 5.32513e-05; + } else { + sum += -5.32513e-05; + } + } + // tree 2566 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 7.72687e-05; + } else { + sum += -7.72687e-05; + } + } else { + if ( features[1] < -0.75808 ) { + sum += -7.72687e-05; + } else { + sum += 7.72687e-05; + } + } + // tree 2567 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 6.76675e-05; + } else { + sum += -6.76675e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -6.76675e-05; + } else { + sum += 6.76675e-05; + } + } + // tree 2568 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.87745e-05; + } else { + sum += -6.87745e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.87745e-05; + } else { + sum += -6.87745e-05; + } + } + // tree 2569 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -8.38149e-05; + } else { + sum += 8.38149e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -8.38149e-05; + } else { + sum += 8.38149e-05; + } + } + // tree 2570 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -8.56233e-05; + } else { + sum += 8.56233e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.56233e-05; + } else { + sum += 8.56233e-05; + } + } + // tree 2571 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.67158e-05; + } else { + sum += 8.67158e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.67158e-05; + } else { + sum += -8.67158e-05; + } + } + // tree 2572 + if ( features[1] < 0.205661 ) { + if ( features[9] < 1.67927 ) { + sum += 7.72111e-05; + } else { + sum += -7.72111e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.72111e-05; + } else { + sum += -7.72111e-05; + } + } + // tree 2573 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 8.02532e-05; + } else { + sum += -8.02532e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.02532e-05; + } else { + sum += 8.02532e-05; + } + } + // tree 2574 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 7.98261e-05; + } else { + sum += -7.98261e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -7.98261e-05; + } else { + sum += 7.98261e-05; + } + } + // tree 2575 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -7.00216e-05; + } else { + sum += 7.00216e-05; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 7.00216e-05; + } else { + sum += -7.00216e-05; + } + } + // tree 2576 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.31616e-05; + } else { + sum += -7.31616e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.31616e-05; + } else { + sum += 7.31616e-05; + } + } + // tree 2577 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 6.84265e-05; + } else { + sum += -6.84265e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -6.84265e-05; + } else { + sum += 6.84265e-05; + } + } + // tree 2578 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 9.36184e-05; + } else { + sum += -9.36184e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 9.36184e-05; + } else { + sum += -9.36184e-05; + } + } + // tree 2579 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.5122e-05; + } else { + sum += -7.5122e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.5122e-05; + } else { + sum += 7.5122e-05; + } + } + // tree 2580 + if ( features[5] < 1.0961 ) { + if ( features[1] < 0.10369 ) { + sum += -6.01699e-05; + } else { + sum += 6.01699e-05; + } + } else { + if ( features[5] < 1.17986 ) { + sum += -6.01699e-05; + } else { + sum += 6.01699e-05; + } + } + // tree 2581 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.44521e-05; + } else { + sum += 7.44521e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.44521e-05; + } else { + sum += 7.44521e-05; + } + } + // tree 2582 + if ( features[5] < 1.0961 ) { + if ( features[0] < 1.68308 ) { + sum += -5.89943e-05; + } else { + sum += 5.89943e-05; + } + } else { + if ( features[3] < 0.0161134 ) { + sum += 5.89943e-05; + } else { + sum += -5.89943e-05; + } + } + // tree 2583 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 7.58073e-05; + } else { + sum += -7.58073e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.58073e-05; + } else { + sum += -7.58073e-05; + } + } + // tree 2584 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 7.62277e-05; + } else { + sum += -7.62277e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.62277e-05; + } else { + sum += -7.62277e-05; + } + } + // tree 2585 + if ( features[7] < 0.390948 ) { + if ( features[6] < -1.38158 ) { + sum += -7.10604e-05; + } else { + sum += 7.10604e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 7.10604e-05; + } else { + sum += -7.10604e-05; + } + } + // tree 2586 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.96047e-05; + } else { + sum += -7.96047e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.96047e-05; + } else { + sum += 7.96047e-05; + } + } + // tree 2587 + if ( features[8] < 2.24069 ) { + if ( features[2] < 0.0680814 ) { + sum += -9.58031e-05; + } else { + sum += 9.58031e-05; + } + } else { + if ( features[5] < 0.610294 ) { + sum += 9.58031e-05; + } else { + sum += -9.58031e-05; + } + } + // tree 2588 + if ( features[7] < 0.390948 ) { + if ( features[8] < 2.11248 ) { + sum += 7.46854e-05; + } else { + sum += -7.46854e-05; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 7.46854e-05; + } else { + sum += -7.46854e-05; + } + } + // tree 2589 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.41449e-05; + } else { + sum += -7.41449e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.41449e-05; + } else { + sum += 7.41449e-05; + } + } + // tree 2590 + if ( features[12] < 4.57639 ) { + sum += 6.61597e-05; + } else { + if ( features[11] < 1.012 ) { + sum += -6.61597e-05; + } else { + sum += 6.61597e-05; + } + } + // tree 2591 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.94208e-05; + } else { + sum += 7.94208e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.94208e-05; + } else { + sum += 7.94208e-05; + } + } + // tree 2592 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -6.67488e-05; + } else { + sum += 6.67488e-05; + } + } else { + sum += 6.67488e-05; + } + // tree 2593 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.36662e-05; + } else { + sum += -7.36662e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.36662e-05; + } else { + sum += 7.36662e-05; + } + } + // tree 2594 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.69001e-05; + } else { + sum += 7.69001e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.69001e-05; + } else { + sum += -7.69001e-05; + } + } + // tree 2595 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.6489e-05; + } else { + sum += 7.6489e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.6489e-05; + } else { + sum += -7.6489e-05; + } + } + // tree 2596 + if ( features[6] < -0.231447 ) { + if ( features[1] < 0.205683 ) { + sum += -6.39892e-05; + } else { + sum += 6.39892e-05; + } + } else { + if ( features[11] < 1.03707 ) { + sum += -6.39892e-05; + } else { + sum += 6.39892e-05; + } + } + // tree 2597 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.57713e-05; + } else { + sum += 8.57713e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.57713e-05; + } else { + sum += 8.57713e-05; + } + } + // tree 2598 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -7.36424e-05; + } else { + sum += 7.36424e-05; + } + } else { + if ( features[11] < 1.17355 ) { + sum += 7.36424e-05; + } else { + sum += -7.36424e-05; + } + } + // tree 2599 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -7.17751e-05; + } else { + sum += 7.17751e-05; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 7.17751e-05; + } else { + sum += -7.17751e-05; + } + } + // tree 2600 + if ( features[5] < 0.473096 ) { + if ( features[1] < 0.205704 ) { + sum += -7.68824e-05; + } else { + sum += 7.68824e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -7.68824e-05; + } else { + sum += 7.68824e-05; + } + } + // tree 2601 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.41838e-05; + } else { + sum += -7.41838e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.41838e-05; + } else { + sum += 7.41838e-05; + } + } + // tree 2602 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.64684e-05; + } else { + sum += -7.64684e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.64684e-05; + } else { + sum += -7.64684e-05; + } + } + // tree 2603 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.56244e-05; + } else { + sum += 8.56244e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.56244e-05; + } else { + sum += 8.56244e-05; + } + } + // tree 2604 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 7.47276e-05; + } else { + sum += -7.47276e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.47276e-05; + } else { + sum += 7.47276e-05; + } + } + // tree 2605 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 7.76056e-05; + } else { + sum += -7.76056e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -7.76056e-05; + } else { + sum += 7.76056e-05; + } + } + // tree 2606 + if ( features[9] < 1.48572 ) { + sum += -5.44992e-05; + } else { + if ( features[1] < -0.610293 ) { + sum += -5.44992e-05; + } else { + sum += 5.44992e-05; + } + } + // tree 2607 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 7.44082e-05; + } else { + sum += -7.44082e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.44082e-05; + } else { + sum += 7.44082e-05; + } + } + // tree 2608 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.6321e-05; + } else { + sum += 7.6321e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.6321e-05; + } else { + sum += -7.6321e-05; + } + } + // tree 2609 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.67056e-05; + } else { + sum += 7.67056e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.67056e-05; + } else { + sum += 7.67056e-05; + } + } + // tree 2610 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.29414e-05; + } else { + sum += -7.29414e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.29414e-05; + } else { + sum += 7.29414e-05; + } + } + // tree 2611 + if ( features[1] < 0.205661 ) { + if ( features[9] < 1.67927 ) { + sum += 7.29703e-05; + } else { + sum += -7.29703e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.29703e-05; + } else { + sum += 7.29703e-05; + } + } + // tree 2612 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 5.70502e-05; + } else { + sum += -5.70502e-05; + } + } else { + sum += 5.70502e-05; + } + // tree 2613 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 6.62905e-05; + } else { + sum += -6.62905e-05; + } + } else { + sum += 6.62905e-05; + } + // tree 2614 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -6.90733e-05; + } else { + sum += 6.90733e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.90733e-05; + } else { + sum += -6.90733e-05; + } + } + // tree 2615 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -6.95133e-05; + } else { + sum += 6.95133e-05; + } + } else { + if ( features[8] < 2.03427 ) { + sum += 6.95133e-05; + } else { + sum += -6.95133e-05; + } + } + // tree 2616 + if ( features[1] < 0.205661 ) { + if ( features[10] < -27.4195 ) { + sum += 6.5234e-05; + } else { + sum += -6.5234e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 6.5234e-05; + } else { + sum += -6.5234e-05; + } + } + // tree 2617 + if ( features[11] < 1.84612 ) { + if ( features[1] < 0.177903 ) { + sum += -5.77957e-05; + } else { + sum += 5.77957e-05; + } + } else { + sum += -5.77957e-05; + } + // tree 2618 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -8.27364e-05; + } else { + sum += 8.27364e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -8.27364e-05; + } else { + sum += 8.27364e-05; + } + } + // tree 2619 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -8.23967e-05; + } else { + sum += 8.23967e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -8.23967e-05; + } else { + sum += 8.23967e-05; + } + } + // tree 2620 + if ( features[3] < 0.0967294 ) { + if ( features[2] < 0.671819 ) { + sum += 5.83447e-05; + } else { + sum += -5.83447e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 5.83447e-05; + } else { + sum += -5.83447e-05; + } + } + // tree 2621 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.33773e-05; + } else { + sum += -7.33773e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.33773e-05; + } else { + sum += 7.33773e-05; + } + } + // tree 2622 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.46808e-05; + } else { + sum += 8.46808e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.46808e-05; + } else { + sum += -8.46808e-05; + } + } + // tree 2623 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.63254e-05; + } else { + sum += -7.63254e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.63254e-05; + } else { + sum += -7.63254e-05; + } + } + // tree 2624 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 6.50313e-05; + } else { + sum += -6.50313e-05; + } + } else { + sum += 6.50313e-05; + } + // tree 2625 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.90091e-05; + } else { + sum += -7.90091e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.90091e-05; + } else { + sum += 7.90091e-05; + } + } + // tree 2626 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -6.4666e-05; + } else { + sum += 6.4666e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -6.4666e-05; + } else { + sum += 6.4666e-05; + } + } + // tree 2627 + if ( features[11] < 1.84612 ) { + if ( features[1] < 0.177903 ) { + sum += -5.76489e-05; + } else { + sum += 5.76489e-05; + } + } else { + sum += -5.76489e-05; + } + // tree 2628 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.87794e-05; + } else { + sum += 7.87794e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.87794e-05; + } else { + sum += 7.87794e-05; + } + } + // tree 2629 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 7.6464e-05; + } else { + sum += -7.6464e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.6464e-05; + } else { + sum += 7.6464e-05; + } + } + // tree 2630 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.87069e-05; + } else { + sum += -7.87069e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.87069e-05; + } else { + sum += 7.87069e-05; + } + } + // tree 2631 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.58452e-05; + } else { + sum += -7.58452e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.58452e-05; + } else { + sum += -7.58452e-05; + } + } + // tree 2632 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 6.65676e-05; + } else { + sum += -6.65676e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -6.65676e-05; + } else { + sum += 6.65676e-05; + } + } + // tree 2633 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.59437e-05; + } else { + sum += 7.59437e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.59437e-05; + } else { + sum += -7.59437e-05; + } + } + // tree 2634 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.24223e-05; + } else { + sum += 7.24223e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.24223e-05; + } else { + sum += 7.24223e-05; + } + } + // tree 2635 + if ( features[9] < 1.48572 ) { + sum += -6.08879e-05; + } else { + if ( features[7] < 0.390948 ) { + sum += -6.08879e-05; + } else { + sum += 6.08879e-05; + } + } + // tree 2636 + if ( features[5] < 0.473096 ) { + if ( features[1] < 0.205704 ) { + sum += -7.60685e-05; + } else { + sum += 7.60685e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -7.60685e-05; + } else { + sum += 7.60685e-05; + } + } + // tree 2637 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.82011e-05; + } else { + sum += -7.82011e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -7.82011e-05; + } else { + sum += 7.82011e-05; + } + } + // tree 2638 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.47861e-05; + } else { + sum += 8.47861e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.47861e-05; + } else { + sum += -8.47861e-05; + } + } + // tree 2639 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.78315e-05; + } else { + sum += -7.78315e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.78315e-05; + } else { + sum += 7.78315e-05; + } + } + // tree 2640 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.464495 ) { + sum += 6.4494e-05; + } else { + sum += -6.4494e-05; + } + } else { + sum += 6.4494e-05; + } + // tree 2641 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.53414e-05; + } else { + sum += 7.53414e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.53414e-05; + } else { + sum += -7.53414e-05; + } + } + // tree 2642 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -8.18711e-05; + } else { + sum += 8.18711e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -8.18711e-05; + } else { + sum += 8.18711e-05; + } + } + // tree 2643 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.4381e-05; + } else { + sum += 8.4381e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.4381e-05; + } else { + sum += -8.4381e-05; + } + } + // tree 2644 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 7.55496e-05; + } else { + sum += -7.55496e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -7.55496e-05; + } else { + sum += 7.55496e-05; + } + } + // tree 2645 + if ( features[9] < 1.48572 ) { + sum += -6.04686e-05; + } else { + if ( features[7] < 0.390948 ) { + sum += -6.04686e-05; + } else { + sum += 6.04686e-05; + } + } + // tree 2646 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.45997e-05; + } else { + sum += 8.45997e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.45997e-05; + } else { + sum += 8.45997e-05; + } + } + // tree 2647 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 7.61844e-05; + } else { + sum += -7.61844e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.61844e-05; + } else { + sum += 7.61844e-05; + } + } + // tree 2648 + if ( features[7] < 0.464495 ) { + sum += 6.32905e-05; + } else { + if ( features[11] < 1.26963 ) { + sum += -6.32905e-05; + } else { + sum += 6.32905e-05; + } + } + // tree 2649 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 7.29455e-05; + } else { + sum += -7.29455e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.29455e-05; + } else { + sum += 7.29455e-05; + } + } + // tree 2650 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.28928e-05; + } else { + sum += -7.28928e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.28928e-05; + } else { + sum += 7.28928e-05; + } + } + // tree 2651 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.52196e-05; + } else { + sum += -7.52196e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.52196e-05; + } else { + sum += -7.52196e-05; + } + } + // tree 2652 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -7.88567e-05; + } else { + sum += 7.88567e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -7.88567e-05; + } else { + sum += 7.88567e-05; + } + } + // tree 2653 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.52797e-05; + } else { + sum += -7.52797e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.52797e-05; + } else { + sum += -7.52797e-05; + } + } + // tree 2654 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 7.20903e-05; + } else { + sum += -7.20903e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.20903e-05; + } else { + sum += 7.20903e-05; + } + } + // tree 2655 + sum += 3.21177e-05; + // tree 2656 + if ( features[4] < -1.47024 ) { + if ( features[7] < 0.537856 ) { + sum += 7.31913e-05; + } else { + sum += -7.31913e-05; + } + } else { + if ( features[11] < 1.17355 ) { + sum += 7.31913e-05; + } else { + sum += -7.31913e-05; + } + } + // tree 2657 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.84034e-05; + } else { + sum += 7.84034e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.84034e-05; + } else { + sum += 7.84034e-05; + } + } + // tree 2658 + if ( features[3] < 0.0967294 ) { + if ( features[0] < 1.81252 ) { + sum += -6.74105e-05; + } else { + sum += 6.74105e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 6.74105e-05; + } else { + sum += -6.74105e-05; + } + } + // tree 2659 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.17385e-05; + } else { + sum += -6.17385e-05; + } + } else { + if ( features[0] < 2.88598 ) { + sum += 6.17385e-05; + } else { + sum += -6.17385e-05; + } + } + // tree 2660 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.43104e-05; + } else { + sum += 8.43104e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.43104e-05; + } else { + sum += 8.43104e-05; + } + } + // tree 2661 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.49919e-05; + } else { + sum += -7.49919e-05; + } + } else { + if ( features[7] < 0.464439 ) { + sum += 7.49919e-05; + } else { + sum += -7.49919e-05; + } + } + // tree 2662 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 6.57227e-05; + } else { + sum += -6.57227e-05; + } + } else { + sum += 6.57227e-05; + } + // tree 2663 + if ( features[1] < 0.205661 ) { + if ( features[9] < 1.67927 ) { + sum += 7.1933e-05; + } else { + sum += -7.1933e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.1933e-05; + } else { + sum += 7.1933e-05; + } + } + // tree 2664 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -8.14838e-05; + } else { + sum += 8.14838e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -8.14838e-05; + } else { + sum += 8.14838e-05; + } + } + // tree 2665 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.51446e-05; + } else { + sum += -7.51446e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.51446e-05; + } else { + sum += -7.51446e-05; + } + } + // tree 2666 + if ( features[7] < 1.08965 ) { + if ( features[12] < 4.93509 ) { + sum += 6.33798e-05; + } else { + sum += -6.33798e-05; + } + } else { + sum += -6.33798e-05; + } + // tree 2667 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 5.92042e-05; + } else { + sum += -5.92042e-05; + } + } else { + if ( features[2] < -0.873327 ) { + sum += -5.92042e-05; + } else { + sum += 5.92042e-05; + } + } + // tree 2668 + if ( features[8] < 2.24069 ) { + if ( features[0] < 2.7896 ) { + sum += 9.35431e-05; + } else { + sum += -9.35431e-05; + } + } else { + if ( features[7] < 0.795458 ) { + sum += 9.35431e-05; + } else { + sum += -9.35431e-05; + } + } + // tree 2669 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 7.21236e-05; + } else { + sum += -7.21236e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.21236e-05; + } else { + sum += 7.21236e-05; + } + } + // tree 2670 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.81887e-05; + } else { + sum += 7.81887e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -7.81887e-05; + } else { + sum += 7.81887e-05; + } + } + // tree 2671 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.49202e-05; + } else { + sum += -7.49202e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.49202e-05; + } else { + sum += -7.49202e-05; + } + } + // tree 2672 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -6.80915e-05; + } else { + sum += 6.80915e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.80915e-05; + } else { + sum += -6.80915e-05; + } + } + // tree 2673 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.74137e-05; + } else { + sum += -7.74137e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.74137e-05; + } else { + sum += 7.74137e-05; + } + } + // tree 2674 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.24974e-05; + } else { + sum += -7.24974e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.24974e-05; + } else { + sum += 7.24974e-05; + } + } + // tree 2675 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.8118e-05; + } else { + sum += 7.8118e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.8118e-05; + } else { + sum += 7.8118e-05; + } + } + // tree 2676 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.79695e-05; + } else { + sum += 6.79695e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.79695e-05; + } else { + sum += -6.79695e-05; + } + } + // tree 2677 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -7.8487e-05; + } else { + sum += 7.8487e-05; + } + } else { + if ( features[0] < 2.81307 ) { + sum += 7.8487e-05; + } else { + sum += -7.8487e-05; + } + } + // tree 2678 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.72033e-05; + } else { + sum += -6.72033e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.72033e-05; + } else { + sum += -6.72033e-05; + } + } + // tree 2679 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.48306e-05; + } else { + sum += -7.48306e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.48306e-05; + } else { + sum += -7.48306e-05; + } + } + // tree 2680 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.58432e-05; + } else { + sum += 7.58432e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.58432e-05; + } else { + sum += 7.58432e-05; + } + } + // tree 2681 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 6.50398e-05; + } else { + sum += -6.50398e-05; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 6.50398e-05; + } else { + sum += -6.50398e-05; + } + } + // tree 2682 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.47892e-05; + } else { + sum += -7.47892e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.47892e-05; + } else { + sum += -7.47892e-05; + } + } + // tree 2683 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 6.76141e-05; + } else { + sum += -6.76141e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.76141e-05; + } else { + sum += -6.76141e-05; + } + } + // tree 2684 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.77385e-05; + } else { + sum += 7.77385e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.77385e-05; + } else { + sum += 7.77385e-05; + } + } + // tree 2685 + if ( features[7] < 0.464495 ) { + if ( features[0] < 1.66342 ) { + sum += -6.81952e-05; + } else { + sum += 6.81952e-05; + } + } else { + if ( features[5] < 0.681654 ) { + sum += -6.81952e-05; + } else { + sum += 6.81952e-05; + } + } + // tree 2686 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.58976e-05; + } else { + sum += 6.58976e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 6.58976e-05; + } else { + sum += -6.58976e-05; + } + } + // tree 2687 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 7.5535e-05; + } else { + sum += -7.5535e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.5535e-05; + } else { + sum += 7.5535e-05; + } + } + // tree 2688 + if ( features[1] < 0.205661 ) { + if ( features[4] < -1.99208 ) { + sum += 7.25084e-05; + } else { + sum += -7.25084e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.25084e-05; + } else { + sum += -7.25084e-05; + } + } + // tree 2689 + if ( features[1] < 0.205661 ) { + if ( features[9] < 1.67927 ) { + sum += 6.51272e-05; + } else { + sum += -6.51272e-05; + } + } else { + sum += 6.51272e-05; + } + // tree 2690 + if ( features[1] < 0.205661 ) { + if ( features[2] < -0.496694 ) { + sum += 6.23334e-05; + } else { + sum += -6.23334e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.23334e-05; + } else { + sum += -6.23334e-05; + } + } + // tree 2691 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -6.77274e-05; + } else { + sum += 6.77274e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.77274e-05; + } else { + sum += -6.77274e-05; + } + } + // tree 2692 + if ( features[5] < 0.473096 ) { + if ( features[1] < 0.205704 ) { + sum += -6.54598e-05; + } else { + sum += 6.54598e-05; + } + } else { + if ( features[2] < 0.632998 ) { + sum += 6.54598e-05; + } else { + sum += -6.54598e-05; + } + } + // tree 2693 + if ( features[4] < -1.81813 ) { + sum += 7.09329e-05; + } else { + if ( features[4] < -0.707118 ) { + sum += -7.09329e-05; + } else { + sum += 7.09329e-05; + } + } + // tree 2694 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.67993e-05; + } else { + sum += 7.67993e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.67993e-05; + } else { + sum += 7.67993e-05; + } + } + // tree 2695 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.15282e-05; + } else { + sum += -7.15282e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.15282e-05; + } else { + sum += 7.15282e-05; + } + } + // tree 2696 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -8.10681e-05; + } else { + sum += 8.10681e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -8.10681e-05; + } else { + sum += 8.10681e-05; + } + } + // tree 2697 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.74776e-05; + } else { + sum += -7.74776e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.74776e-05; + } else { + sum += 7.74776e-05; + } + } + // tree 2698 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.13898e-05; + } else { + sum += 7.13898e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.13898e-05; + } else { + sum += 7.13898e-05; + } + } + // tree 2699 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 6.75904e-05; + } else { + sum += -6.75904e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.75904e-05; + } else { + sum += -6.75904e-05; + } + } + return sum; +} diff --git a/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2700-2999.cpp b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2700-2999.cpp new file mode 100644 index 000000000..07cb08aed --- /dev/null +++ b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_2700-2999.cpp @@ -0,0 +1,4042 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include <vector> + +#include "../SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" + +/* @brief a BDT implementation, returning the sum of all tree weights given + * a feature vector + */ +double SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1::tree_9( const std::vector<double>& features ) const { + double sum = 0; + + // tree 2700 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 7.18912e-05; + } else { + sum += -7.18912e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.18912e-05; + } else { + sum += 7.18912e-05; + } + } + // tree 2701 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 6.73086e-05; + } else { + sum += -6.73086e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.73086e-05; + } else { + sum += -6.73086e-05; + } + } + // tree 2702 + if ( features[12] < 4.57639 ) { + if ( features[11] < 1.46171 ) { + sum += 6.69759e-05; + } else { + sum += -6.69759e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -6.69759e-05; + } else { + sum += 6.69759e-05; + } + } + // tree 2703 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 6.7281e-05; + } else { + sum += -6.7281e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.7281e-05; + } else { + sum += -6.7281e-05; + } + } + // tree 2704 + if ( features[7] < 0.464495 ) { + if ( features[5] < 0.643887 ) { + sum += 7.86898e-05; + } else { + sum += -7.86898e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -7.86898e-05; + } else { + sum += 7.86898e-05; + } + } + // tree 2705 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.3549e-05; + } else { + sum += 8.3549e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.3549e-05; + } else { + sum += 8.3549e-05; + } + } + // tree 2706 + if ( features[5] < 0.473096 ) { + if ( features[1] < 0.205704 ) { + sum += -6.10337e-05; + } else { + sum += 6.10337e-05; + } + } else { + if ( features[1] < -0.450506 ) { + sum += -6.10337e-05; + } else { + sum += 6.10337e-05; + } + } + // tree 2707 + if ( features[5] < 0.473096 ) { + sum += 5.81607e-05; + } else { + if ( features[2] < 0.632998 ) { + sum += 5.81607e-05; + } else { + sum += -5.81607e-05; + } + } + // tree 2708 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 6.52205e-05; + } else { + sum += -6.52205e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 6.52205e-05; + } else { + sum += -6.52205e-05; + } + } + // tree 2709 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.72502e-05; + } else { + sum += 7.72502e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.72502e-05; + } else { + sum += 7.72502e-05; + } + } + // tree 2710 + if ( features[7] < 0.464495 ) { + if ( features[4] < -0.600526 ) { + sum += 6.71204e-05; + } else { + sum += -6.71204e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -6.71204e-05; + } else { + sum += 6.71204e-05; + } + } + // tree 2711 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 6.52025e-05; + } else { + sum += -6.52025e-05; + } + } else { + sum += 6.52025e-05; + } + // tree 2712 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.4843e-05; + } else { + sum += 6.4843e-05; + } + } else { + sum += 6.4843e-05; + } + // tree 2713 + if ( features[7] < 0.464495 ) { + if ( features[4] < -0.600526 ) { + sum += 7.22302e-05; + } else { + sum += -7.22302e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -7.22302e-05; + } else { + sum += 7.22302e-05; + } + } + // tree 2714 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -7.81497e-05; + } else { + sum += 7.81497e-05; + } + } else { + if ( features[11] < 1.26963 ) { + sum += -7.81497e-05; + } else { + sum += 7.81497e-05; + } + } + // tree 2715 + if ( features[4] < -1.81813 ) { + sum += 7.05779e-05; + } else { + if ( features[4] < -0.707118 ) { + sum += -7.05779e-05; + } else { + sum += 7.05779e-05; + } + } + // tree 2716 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -6.70677e-05; + } else { + sum += 6.70677e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.70677e-05; + } else { + sum += -6.70677e-05; + } + } + // tree 2717 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -7.07815e-05; + } else { + sum += 7.07815e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.07815e-05; + } else { + sum += 7.07815e-05; + } + } + // tree 2718 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 6.4713e-05; + } else { + sum += -6.4713e-05; + } + } else { + sum += 6.4713e-05; + } + // tree 2719 + if ( features[1] < 0.205661 ) { + if ( features[9] < 1.67927 ) { + sum += 7.39562e-05; + } else { + sum += -7.39562e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.39562e-05; + } else { + sum += -7.39562e-05; + } + } + // tree 2720 + if ( features[9] < 1.48572 ) { + sum += -5.30032e-05; + } else { + if ( features[1] < -0.610293 ) { + sum += -5.30032e-05; + } else { + sum += 5.30032e-05; + } + } + // tree 2721 + if ( features[0] < 1.68308 ) { + if ( features[2] < 0.493201 ) { + sum += 6.54447e-05; + } else { + sum += -6.54447e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.54447e-05; + } else { + sum += -6.54447e-05; + } + } + // tree 2722 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 6.66204e-05; + } else { + sum += -6.66204e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.66204e-05; + } else { + sum += -6.66204e-05; + } + } + // tree 2723 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 6.72569e-05; + } else { + sum += -6.72569e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.72569e-05; + } else { + sum += -6.72569e-05; + } + } + // tree 2724 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.14772e-05; + } else { + sum += -7.14772e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.14772e-05; + } else { + sum += 7.14772e-05; + } + } + // tree 2725 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.362e-05; + } else { + sum += -7.362e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.362e-05; + } else { + sum += -7.362e-05; + } + } + // tree 2726 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 6.50394e-05; + } else { + sum += -6.50394e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 6.50394e-05; + } else { + sum += -6.50394e-05; + } + } + // tree 2727 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.15416e-05; + } else { + sum += 7.15416e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.15416e-05; + } else { + sum += 7.15416e-05; + } + } + // tree 2728 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.64739e-05; + } else { + sum += 7.64739e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -7.64739e-05; + } else { + sum += 7.64739e-05; + } + } + // tree 2729 + if ( features[9] < 1.48572 ) { + sum += -5.27322e-05; + } else { + if ( features[1] < -0.610293 ) { + sum += -5.27322e-05; + } else { + sum += 5.27322e-05; + } + } + // tree 2730 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 7.6693e-05; + } else { + sum += -7.6693e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -7.6693e-05; + } else { + sum += 7.6693e-05; + } + } + // tree 2731 + if ( features[4] < -1.81813 ) { + sum += 7.02217e-05; + } else { + if ( features[4] < -0.707118 ) { + sum += -7.02217e-05; + } else { + sum += 7.02217e-05; + } + } + // tree 2732 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.09159e-05; + } else { + sum += 8.09159e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -8.09159e-05; + } else { + sum += 8.09159e-05; + } + } + // tree 2733 + if ( features[3] < 0.0967294 ) { + if ( features[6] < -0.231447 ) { + sum += 6.00687e-05; + } else { + sum += -6.00687e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -6.00687e-05; + } else { + sum += 6.00687e-05; + } + } + // tree 2734 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 9.05282e-05; + } else { + sum += -9.05282e-05; + } + } else { + if ( features[4] < -0.712726 ) { + sum += -9.05282e-05; + } else { + sum += 9.05282e-05; + } + } + // tree 2735 + if ( features[7] < 0.464495 ) { + sum += 6.7163e-05; + } else { + if ( features[9] < 2.74376 ) { + sum += -6.7163e-05; + } else { + sum += 6.7163e-05; + } + } + // tree 2736 + if ( features[1] < 0.205661 ) { + if ( features[4] < -1.99208 ) { + sum += 6.89922e-05; + } else { + sum += -6.89922e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.89922e-05; + } else { + sum += 6.89922e-05; + } + } + // tree 2737 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.36269e-05; + } else { + sum += 7.36269e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.36269e-05; + } else { + sum += -7.36269e-05; + } + } + // tree 2738 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 6.43612e-05; + } else { + sum += -6.43612e-05; + } + } else { + sum += 6.43612e-05; + } + // tree 2739 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.09012e-05; + } else { + sum += -7.09012e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.09012e-05; + } else { + sum += 7.09012e-05; + } + } + // tree 2740 + if ( features[5] < 0.473096 ) { + if ( features[1] < 0.205704 ) { + sum += -6.56568e-05; + } else { + sum += 6.56568e-05; + } + } else { + if ( features[11] < 1.17355 ) { + sum += 6.56568e-05; + } else { + sum += -6.56568e-05; + } + } + // tree 2741 + if ( features[12] < 4.57639 ) { + sum += 6.45985e-05; + } else { + if ( features[0] < 2.53058 ) { + sum += -6.45985e-05; + } else { + sum += 6.45985e-05; + } + } + // tree 2742 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -6.66392e-05; + } else { + sum += 6.66392e-05; + } + } else { + if ( features[11] < 1.75004 ) { + sum += -6.66392e-05; + } else { + sum += 6.66392e-05; + } + } + // tree 2743 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 7.33924e-05; + } else { + sum += -7.33924e-05; + } + } else { + if ( features[9] < 1.86353 ) { + sum += -7.33924e-05; + } else { + sum += 7.33924e-05; + } + } + // tree 2744 + if ( features[1] < 0.205661 ) { + if ( features[10] < -27.4195 ) { + sum += 7.17349e-05; + } else { + sum += -7.17349e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.17349e-05; + } else { + sum += -7.17349e-05; + } + } + // tree 2745 + if ( features[0] < 1.68308 ) { + if ( features[11] < 1.57965 ) { + sum += 6.16123e-05; + } else { + sum += -6.16123e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -6.16123e-05; + } else { + sum += 6.16123e-05; + } + } + // tree 2746 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.4773e-05; + } else { + sum += 7.4773e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -7.4773e-05; + } else { + sum += 7.4773e-05; + } + } + // tree 2747 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.25269e-05; + } else { + sum += 8.25269e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.25269e-05; + } else { + sum += 8.25269e-05; + } + } + // tree 2748 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 7.05705e-05; + } else { + sum += -7.05705e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.05705e-05; + } else { + sum += 7.05705e-05; + } + } + // tree 2749 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.64433e-05; + } else { + sum += 7.64433e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.64433e-05; + } else { + sum += 7.64433e-05; + } + } + // tree 2750 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.29607e-05; + } else { + sum += -7.29607e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.29607e-05; + } else { + sum += -7.29607e-05; + } + } + // tree 2751 + if ( features[7] < 0.464495 ) { + if ( features[3] < 0.0483549 ) { + sum += 7.31835e-05; + } else { + sum += -7.31835e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 7.31835e-05; + } else { + sum += -7.31835e-05; + } + } + // tree 2752 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.35502e-05; + } else { + sum += 7.35502e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.35502e-05; + } else { + sum += -7.35502e-05; + } + } + // tree 2753 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.59093e-05; + } else { + sum += 7.59093e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.59093e-05; + } else { + sum += 7.59093e-05; + } + } + // tree 2754 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.38696e-05; + } else { + sum += -7.38696e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.38696e-05; + } else { + sum += -7.38696e-05; + } + } + // tree 2755 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -8.17278e-05; + } else { + sum += 8.17278e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.17278e-05; + } else { + sum += -8.17278e-05; + } + } + // tree 2756 + if ( features[12] < 4.57639 ) { + sum += 6.39977e-05; + } else { + if ( features[4] < -1.12229 ) { + sum += -6.39977e-05; + } else { + sum += 6.39977e-05; + } + } + // tree 2757 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.64795e-05; + } else { + sum += -7.64795e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.64795e-05; + } else { + sum += 7.64795e-05; + } + } + // tree 2758 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.1078e-05; + } else { + sum += -7.1078e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.1078e-05; + } else { + sum += 7.1078e-05; + } + } + // tree 2759 + if ( features[1] < 0.205661 ) { + if ( features[4] < -1.99208 ) { + sum += 7.09923e-05; + } else { + sum += -7.09923e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.09923e-05; + } else { + sum += -7.09923e-05; + } + } + // tree 2760 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.00534e-05; + } else { + sum += 7.00534e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -7.00534e-05; + } else { + sum += 7.00534e-05; + } + } + // tree 2761 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.44945e-05; + } else { + sum += -7.44945e-05; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -7.44945e-05; + } else { + sum += 7.44945e-05; + } + } + // tree 2762 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -7.29243e-05; + } else { + sum += 7.29243e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.29243e-05; + } else { + sum += -7.29243e-05; + } + } + // tree 2763 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 6.13912e-05; + } else { + sum += -6.13912e-05; + } + } else { + if ( features[9] < 2.15069 ) { + sum += -6.13912e-05; + } else { + sum += 6.13912e-05; + } + } + // tree 2764 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -7.80074e-05; + } else { + sum += 7.80074e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 7.80074e-05; + } else { + sum += -7.80074e-05; + } + } + // tree 2765 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.32655e-05; + } else { + sum += -7.32655e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.32655e-05; + } else { + sum += -7.32655e-05; + } + } + // tree 2766 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 7.22696e-05; + } else { + sum += -7.22696e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.22696e-05; + } else { + sum += -7.22696e-05; + } + } + // tree 2767 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.25649e-05; + } else { + sum += -7.25649e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.25649e-05; + } else { + sum += -7.25649e-05; + } + } + // tree 2768 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 7.21796e-05; + } else { + sum += -7.21796e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.21796e-05; + } else { + sum += -7.21796e-05; + } + } + // tree 2769 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.62314e-05; + } else { + sum += -6.62314e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.62314e-05; + } else { + sum += -6.62314e-05; + } + } + // tree 2770 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.64806e-05; + } else { + sum += -7.64806e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.64806e-05; + } else { + sum += 7.64806e-05; + } + } + // tree 2771 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.44918e-05; + } else { + sum += 7.44918e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.44918e-05; + } else { + sum += 7.44918e-05; + } + } + // tree 2772 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -7.77313e-05; + } else { + sum += 7.77313e-05; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -7.77313e-05; + } else { + sum += 7.77313e-05; + } + } + // tree 2773 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 7.19975e-05; + } else { + sum += -7.19975e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.19975e-05; + } else { + sum += -7.19975e-05; + } + } + // tree 2774 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.44657e-05; + } else { + sum += 6.44657e-05; + } + } else { + sum += 6.44657e-05; + } + // tree 2775 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.08991 ) { + sum += 8.64192e-05; + } else { + sum += -8.64192e-05; + } + } else { + if ( features[5] < 0.610294 ) { + sum += 8.64192e-05; + } else { + sum += -8.64192e-05; + } + } + // tree 2776 + if ( features[7] < 1.08965 ) { + if ( features[12] < 4.93509 ) { + sum += 6.23062e-05; + } else { + sum += -6.23062e-05; + } + } else { + sum += -6.23062e-05; + } + // tree 2777 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.10379e-05; + } else { + sum += -7.10379e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.10379e-05; + } else { + sum += 7.10379e-05; + } + } + // tree 2778 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 6.91699e-05; + } else { + sum += -6.91699e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -6.91699e-05; + } else { + sum += 6.91699e-05; + } + } + // tree 2779 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.24488e-05; + } else { + sum += -7.24488e-05; + } + } else { + if ( features[7] < 0.464439 ) { + sum += 7.24488e-05; + } else { + sum += -7.24488e-05; + } + } + // tree 2780 + if ( features[7] < 0.390948 ) { + if ( features[8] < 2.11248 ) { + sum += 8.22492e-05; + } else { + sum += -8.22492e-05; + } + } else { + if ( features[7] < 0.469242 ) { + sum += 8.22492e-05; + } else { + sum += -8.22492e-05; + } + } + // tree 2781 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -6.9477e-05; + } else { + sum += 6.9477e-05; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 6.9477e-05; + } else { + sum += -6.9477e-05; + } + } + // tree 2782 + if ( features[7] < 0.390948 ) { + if ( features[2] < -0.221269 ) { + sum += 7.83909e-05; + } else { + sum += -7.83909e-05; + } + } else { + if ( features[7] < 1.09558 ) { + sum += 7.83909e-05; + } else { + sum += -7.83909e-05; + } + } + // tree 2783 + if ( features[5] < 1.0961 ) { + if ( features[1] < 0.10369 ) { + sum += -6.31693e-05; + } else { + sum += 6.31693e-05; + } + } else { + if ( features[3] < 0.0161134 ) { + sum += 6.31693e-05; + } else { + sum += -6.31693e-05; + } + } + // tree 2784 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 7.13621e-05; + } else { + sum += -7.13621e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -7.13621e-05; + } else { + sum += 7.13621e-05; + } + } + // tree 2785 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 5.9129e-05; + } else { + sum += -5.9129e-05; + } + } else { + if ( features[2] < -0.873327 ) { + sum += -5.9129e-05; + } else { + sum += 5.9129e-05; + } + } + // tree 2786 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 6.32596e-05; + } else { + sum += -6.32596e-05; + } + } else { + sum += 6.32596e-05; + } + // tree 2787 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 6.59853e-05; + } else { + sum += -6.59853e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.59853e-05; + } else { + sum += -6.59853e-05; + } + } + // tree 2788 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.06917e-05; + } else { + sum += 7.06917e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -7.06917e-05; + } else { + sum += 7.06917e-05; + } + } + // tree 2789 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 6.97653e-05; + } else { + sum += -6.97653e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.97653e-05; + } else { + sum += 6.97653e-05; + } + } + // tree 2790 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 6.9951e-05; + } else { + sum += -6.9951e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -6.9951e-05; + } else { + sum += 6.9951e-05; + } + } + // tree 2791 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.2328e-05; + } else { + sum += -7.2328e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.2328e-05; + } else { + sum += -7.2328e-05; + } + } + // tree 2792 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 6.53552e-05; + } else { + sum += -6.53552e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.53552e-05; + } else { + sum += -6.53552e-05; + } + } + // tree 2793 + if ( features[4] < -1.81813 ) { + sum += 6.15395e-05; + } else { + if ( features[1] < 0.195053 ) { + sum += -6.15395e-05; + } else { + sum += 6.15395e-05; + } + } + // tree 2794 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.25484e-05; + } else { + sum += 7.25484e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.25484e-05; + } else { + sum += -7.25484e-05; + } + } + // tree 2795 + if ( features[3] < 0.0967294 ) { + if ( features[8] < 1.51822 ) { + sum += -5.62311e-05; + } else { + sum += 5.62311e-05; + } + } else { + if ( features[9] < 2.15069 ) { + sum += -5.62311e-05; + } else { + sum += 5.62311e-05; + } + } + // tree 2796 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.42893e-05; + } else { + sum += 7.42893e-05; + } + } else { + if ( features[9] < 1.86353 ) { + sum += -7.42893e-05; + } else { + sum += 7.42893e-05; + } + } + // tree 2797 + if ( features[1] < 0.205661 ) { + if ( features[11] < 1.17355 ) { + sum += 6.41908e-05; + } else { + sum += -6.41908e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.41908e-05; + } else { + sum += 6.41908e-05; + } + } + // tree 2798 + if ( features[1] < 0.205661 ) { + if ( features[9] < 1.67927 ) { + sum += 6.58088e-05; + } else { + sum += -6.58088e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.58088e-05; + } else { + sum += -6.58088e-05; + } + } + // tree 2799 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.45838e-05; + } else { + sum += 7.45838e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.45838e-05; + } else { + sum += 7.45838e-05; + } + } + // tree 2800 + if ( features[0] < 1.68308 ) { + if ( features[2] < 0.493201 ) { + sum += 5.67063e-05; + } else { + sum += -5.67063e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 5.67063e-05; + } else { + sum += -5.67063e-05; + } + } + // tree 2801 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.20036e-05; + } else { + sum += -7.20036e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.20036e-05; + } else { + sum += -7.20036e-05; + } + } + // tree 2802 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -6.55669e-05; + } else { + sum += 6.55669e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.55669e-05; + } else { + sum += -6.55669e-05; + } + } + // tree 2803 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 6.95781e-05; + } else { + sum += -6.95781e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.95781e-05; + } else { + sum += 6.95781e-05; + } + } + // tree 2804 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -6.52206e-05; + } else { + sum += 6.52206e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.52206e-05; + } else { + sum += -6.52206e-05; + } + } + // tree 2805 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 7.1749e-05; + } else { + sum += -7.1749e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.1749e-05; + } else { + sum += -7.1749e-05; + } + } + // tree 2806 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 6.60918e-05; + } else { + sum += -6.60918e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -6.60918e-05; + } else { + sum += 6.60918e-05; + } + } + // tree 2807 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.55838e-05; + } else { + sum += -7.55838e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.55838e-05; + } else { + sum += 7.55838e-05; + } + } + // tree 2808 + if ( features[7] < 0.464495 ) { + if ( features[4] < -0.600526 ) { + sum += 7.155e-05; + } else { + sum += -7.155e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -7.155e-05; + } else { + sum += 7.155e-05; + } + } + // tree 2809 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 7.19644e-05; + } else { + sum += -7.19644e-05; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -7.19644e-05; + } else { + sum += 7.19644e-05; + } + } + // tree 2810 + if ( features[5] < 1.0961 ) { + if ( features[7] < 0.390948 ) { + sum += -6.3983e-05; + } else { + sum += 6.3983e-05; + } + } else { + if ( features[11] < 1.13118 ) { + sum += 6.3983e-05; + } else { + sum += -6.3983e-05; + } + } + // tree 2811 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 6.4944e-05; + } else { + sum += -6.4944e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.4944e-05; + } else { + sum += -6.4944e-05; + } + } + // tree 2812 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -6.5377e-05; + } else { + sum += 6.5377e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.5377e-05; + } else { + sum += -6.5377e-05; + } + } + // tree 2813 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 6.87538e-05; + } else { + sum += -6.87538e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -6.87538e-05; + } else { + sum += 6.87538e-05; + } + } + // tree 2814 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 7.12327e-05; + } else { + sum += -7.12327e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.12327e-05; + } else { + sum += -7.12327e-05; + } + } + // tree 2815 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.51533e-05; + } else { + sum += -7.51533e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.51533e-05; + } else { + sum += 7.51533e-05; + } + } + // tree 2816 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.50414e-05; + } else { + sum += -7.50414e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.50414e-05; + } else { + sum += 7.50414e-05; + } + } + // tree 2817 + if ( features[9] < 1.48572 ) { + sum += -5.12189e-05; + } else { + if ( features[3] < 0.0967294 ) { + sum += 5.12189e-05; + } else { + sum += -5.12189e-05; + } + } + // tree 2818 + if ( features[1] < 0.205661 ) { + if ( features[2] < -0.496694 ) { + sum += 6.45871e-05; + } else { + sum += -6.45871e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.45871e-05; + } else { + sum += 6.45871e-05; + } + } + // tree 2819 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 6.90105e-05; + } else { + sum += -6.90105e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.90105e-05; + } else { + sum += 6.90105e-05; + } + } + // tree 2820 + if ( features[1] < 0.205661 ) { + if ( features[10] < -27.4195 ) { + sum += 6.11308e-05; + } else { + sum += -6.11308e-05; + } + } else { + sum += 6.11308e-05; + } + // tree 2821 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.48682e-05; + } else { + sum += 7.48682e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.48682e-05; + } else { + sum += 7.48682e-05; + } + } + // tree 2822 + if ( features[5] < 1.0961 ) { + if ( features[7] < 0.390948 ) { + sum += -6.13741e-05; + } else { + sum += 6.13741e-05; + } + } else { + if ( features[8] < 2.08132 ) { + sum += -6.13741e-05; + } else { + sum += 6.13741e-05; + } + } + // tree 2823 + if ( features[5] < 1.0961 ) { + if ( features[1] < 0.10369 ) { + sum += -6.24712e-05; + } else { + sum += 6.24712e-05; + } + } else { + if ( features[3] < 0.0161134 ) { + sum += 6.24712e-05; + } else { + sum += -6.24712e-05; + } + } + // tree 2824 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.44369e-05; + } else { + sum += -7.44369e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.44369e-05; + } else { + sum += 7.44369e-05; + } + } + // tree 2825 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.44673e-05; + } else { + sum += 7.44673e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.44673e-05; + } else { + sum += 7.44673e-05; + } + } + // tree 2826 + if ( features[6] < -0.231447 ) { + if ( features[11] < 1.84612 ) { + sum += 6.24251e-05; + } else { + sum += -6.24251e-05; + } + } else { + if ( features[9] < 1.99097 ) { + sum += 6.24251e-05; + } else { + sum += -6.24251e-05; + } + } + // tree 2827 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.3306e-05; + } else { + sum += -7.3306e-05; + } + } else { + if ( features[9] < 1.86353 ) { + sum += -7.3306e-05; + } else { + sum += 7.3306e-05; + } + } + // tree 2828 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 6.45431e-05; + } else { + sum += -6.45431e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -6.45431e-05; + } else { + sum += 6.45431e-05; + } + } + // tree 2829 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 6.99548e-05; + } else { + sum += -6.99548e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.99548e-05; + } else { + sum += 6.99548e-05; + } + } + // tree 2830 + if ( features[0] < 1.68308 ) { + if ( features[2] < 0.493201 ) { + sum += 6.27967e-05; + } else { + sum += -6.27967e-05; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -6.27967e-05; + } else { + sum += 6.27967e-05; + } + } + // tree 2831 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.280627 ) { + sum += 7.09974e-05; + } else { + sum += -7.09974e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.09974e-05; + } else { + sum += -7.09974e-05; + } + } + // tree 2832 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.41771e-05; + } else { + sum += -7.41771e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -7.41771e-05; + } else { + sum += 7.41771e-05; + } + } + // tree 2833 + if ( features[1] < 0.205661 ) { + if ( features[2] < -0.496694 ) { + sum += 5.81338e-05; + } else { + sum += -5.81338e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 5.81338e-05; + } else { + sum += -5.81338e-05; + } + } + // tree 2834 + if ( features[9] < 1.48572 ) { + sum += -5.39697e-05; + } else { + if ( features[0] < 1.40059 ) { + sum += -5.39697e-05; + } else { + sum += 5.39697e-05; + } + } + // tree 2835 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.475304 ) { + sum += 7.01501e-05; + } else { + sum += -7.01501e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 7.01501e-05; + } else { + sum += -7.01501e-05; + } + } + // tree 2836 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.37891e-05; + } else { + sum += -7.37891e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -7.37891e-05; + } else { + sum += 7.37891e-05; + } + } + // tree 2837 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 6.85835e-05; + } else { + sum += -6.85835e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.85835e-05; + } else { + sum += 6.85835e-05; + } + } + // tree 2838 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 6.82172e-05; + } else { + sum += -6.82172e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.82172e-05; + } else { + sum += 6.82172e-05; + } + } + // tree 2839 + if ( features[0] < 1.68308 ) { + if ( features[3] < 0.0161829 ) { + sum += 6.28314e-05; + } else { + sum += -6.28314e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.28314e-05; + } else { + sum += -6.28314e-05; + } + } + // tree 2840 + if ( features[9] < 1.48572 ) { + sum += -4.92609e-05; + } else { + if ( features[5] < 1.09243 ) { + sum += 4.92609e-05; + } else { + sum += -4.92609e-05; + } + } + // tree 2841 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.475304 ) { + sum += 6.46826e-05; + } else { + sum += -6.46826e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -6.46826e-05; + } else { + sum += 6.46826e-05; + } + } + // tree 2842 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -7.92794e-05; + } else { + sum += 7.92794e-05; + } + } else { + if ( features[5] < 0.681654 ) { + sum += -7.92794e-05; + } else { + sum += 7.92794e-05; + } + } + // tree 2843 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.3761e-05; + } else { + sum += 7.3761e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.3761e-05; + } else { + sum += 7.3761e-05; + } + } + // tree 2844 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.08765e-05; + } else { + sum += 8.08765e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 8.08765e-05; + } else { + sum += -8.08765e-05; + } + } + // tree 2845 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.52609e-05; + } else { + sum += 7.52609e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.52609e-05; + } else { + sum += 7.52609e-05; + } + } + // tree 2846 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.08731e-05; + } else { + sum += 7.08731e-05; + } + } else { + if ( features[3] < 0.0644871 ) { + sum += -7.08731e-05; + } else { + sum += 7.08731e-05; + } + } + // tree 2847 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.1529e-05; + } else { + sum += 8.1529e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.1529e-05; + } else { + sum += 8.1529e-05; + } + } + // tree 2848 + if ( features[0] < 1.68308 ) { + sum += -5.16743e-05; + } else { + if ( features[0] < 2.88598 ) { + sum += 5.16743e-05; + } else { + sum += -5.16743e-05; + } + } + // tree 2849 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 7.37313e-05; + } else { + sum += -7.37313e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.37313e-05; + } else { + sum += 7.37313e-05; + } + } + // tree 2850 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 6.42235e-05; + } else { + sum += -6.42235e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -6.42235e-05; + } else { + sum += 6.42235e-05; + } + } + // tree 2851 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 6.84548e-05; + } else { + sum += -6.84548e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -6.84548e-05; + } else { + sum += 6.84548e-05; + } + } + // tree 2852 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.55104e-05; + } else { + sum += 6.55104e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.55104e-05; + } else { + sum += -6.55104e-05; + } + } + // tree 2853 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.34542e-05; + } else { + sum += 7.34542e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -7.34542e-05; + } else { + sum += 7.34542e-05; + } + } + // tree 2854 + if ( features[1] < 0.205661 ) { + if ( features[9] < 1.67927 ) { + sum += 6.51456e-05; + } else { + sum += -6.51456e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.51456e-05; + } else { + sum += -6.51456e-05; + } + } + // tree 2855 + if ( features[3] < 0.0967294 ) { + if ( features[3] < 0.0218434 ) { + sum += 5.92e-05; + } else { + sum += -5.92e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 5.92e-05; + } else { + sum += -5.92e-05; + } + } + // tree 2856 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.45058e-05; + } else { + sum += 7.45058e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.45058e-05; + } else { + sum += 7.45058e-05; + } + } + // tree 2857 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.11436e-05; + } else { + sum += 8.11436e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.11436e-05; + } else { + sum += 8.11436e-05; + } + } + // tree 2858 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 6.87008e-05; + } else { + sum += -6.87008e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.87008e-05; + } else { + sum += 6.87008e-05; + } + } + // tree 2859 + if ( features[7] < 0.464495 ) { + if ( features[5] < 0.643887 ) { + sum += 7.36607e-05; + } else { + sum += -7.36607e-05; + } + } else { + if ( features[2] < 0.444747 ) { + sum += 7.36607e-05; + } else { + sum += -7.36607e-05; + } + } + // tree 2860 + if ( features[3] < 0.0967294 ) { + if ( features[4] < -1.2963 ) { + sum += 4.87643e-05; + } else { + sum += -4.87643e-05; + } + } else { + if ( features[2] < 0.444703 ) { + sum += -4.87643e-05; + } else { + sum += 4.87643e-05; + } + } + // tree 2861 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 6.83415e-05; + } else { + sum += -6.83415e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.83415e-05; + } else { + sum += 6.83415e-05; + } + } + // tree 2862 + if ( features[1] < 0.205661 ) { + if ( features[11] < 1.17355 ) { + sum += 6.54231e-05; + } else { + sum += -6.54231e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 6.54231e-05; + } else { + sum += -6.54231e-05; + } + } + // tree 2863 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.91478e-05; + } else { + sum += 6.91478e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -6.91478e-05; + } else { + sum += 6.91478e-05; + } + } + // tree 2864 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.39686e-05; + } else { + sum += -7.39686e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.39686e-05; + } else { + sum += 7.39686e-05; + } + } + // tree 2865 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.94952e-05; + } else { + sum += 6.94952e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.94952e-05; + } else { + sum += 6.94952e-05; + } + } + // tree 2866 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.13245e-05; + } else { + sum += 7.13245e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.13245e-05; + } else { + sum += -7.13245e-05; + } + } + // tree 2867 + if ( features[5] < 0.473096 ) { + sum += 5.75528e-05; + } else { + if ( features[11] < 1.17355 ) { + sum += 5.75528e-05; + } else { + sum += -5.75528e-05; + } + } + // tree 2868 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 6.34888e-05; + } else { + sum += -6.34888e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -6.34888e-05; + } else { + sum += 6.34888e-05; + } + } + // tree 2869 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -6.53783e-05; + } else { + sum += 6.53783e-05; + } + } else { + if ( features[11] < 1.75004 ) { + sum += -6.53783e-05; + } else { + sum += 6.53783e-05; + } + } + // tree 2870 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.280627 ) { + sum += 6.45265e-05; + } else { + sum += -6.45265e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.45265e-05; + } else { + sum += -6.45265e-05; + } + } + // tree 2871 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 6.19006e-05; + } else { + sum += -6.19006e-05; + } + } else { + sum += 6.19006e-05; + } + // tree 2872 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -7.92942e-05; + } else { + sum += 7.92942e-05; + } + } else { + if ( features[5] < 0.681654 ) { + sum += -7.92942e-05; + } else { + sum += 7.92942e-05; + } + } + // tree 2873 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 6.34237e-05; + } else { + sum += -6.34237e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -6.34237e-05; + } else { + sum += 6.34237e-05; + } + } + // tree 2874 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -8.09538e-05; + } else { + sum += 8.09538e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.09538e-05; + } else { + sum += 8.09538e-05; + } + } + // tree 2875 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -7.61745e-05; + } else { + sum += 7.61745e-05; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 7.61745e-05; + } else { + sum += -7.61745e-05; + } + } + // tree 2876 + if ( features[12] < 4.57639 ) { + if ( features[11] < 1.46171 ) { + sum += 6.50787e-05; + } else { + sum += -6.50787e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -6.50787e-05; + } else { + sum += 6.50787e-05; + } + } + // tree 2877 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.37098e-05; + } else { + sum += -6.37098e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -6.37098e-05; + } else { + sum += 6.37098e-05; + } + } + // tree 2878 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.47937e-05; + } else { + sum += 6.47937e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.47937e-05; + } else { + sum += -6.47937e-05; + } + } + // tree 2879 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -8.06432e-05; + } else { + sum += 8.06432e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.06432e-05; + } else { + sum += 8.06432e-05; + } + } + // tree 2880 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -7.93549e-05; + } else { + sum += 7.93549e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 7.93549e-05; + } else { + sum += -7.93549e-05; + } + } + // tree 2881 + if ( features[3] < 0.0967294 ) { + if ( features[9] < 1.48572 ) { + sum += -6.15361e-05; + } else { + sum += 6.15361e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -6.15361e-05; + } else { + sum += 6.15361e-05; + } + } + // tree 2882 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.29446e-05; + } else { + sum += 7.29446e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.29446e-05; + } else { + sum += 7.29446e-05; + } + } + // tree 2883 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.36738e-05; + } else { + sum += 7.36738e-05; + } + } else { + if ( features[11] < 1.012 ) { + sum += -7.36738e-05; + } else { + sum += 7.36738e-05; + } + } + // tree 2884 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 7.60823e-05; + } else { + sum += -7.60823e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 7.60823e-05; + } else { + sum += -7.60823e-05; + } + } + // tree 2885 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.1225e-05; + } else { + sum += -7.1225e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.1225e-05; + } else { + sum += -7.1225e-05; + } + } + // tree 2886 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -7.92968e-05; + } else { + sum += 7.92968e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 7.92968e-05; + } else { + sum += -7.92968e-05; + } + } + // tree 2887 + if ( features[1] < 0.205661 ) { + if ( features[9] < 1.67927 ) { + sum += 7.10831e-05; + } else { + sum += -7.10831e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.10831e-05; + } else { + sum += -7.10831e-05; + } + } + // tree 2888 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.280627 ) { + sum += 6.84546e-05; + } else { + sum += -6.84546e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.84546e-05; + } else { + sum += 6.84546e-05; + } + } + // tree 2889 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.86536e-05; + } else { + sum += 6.86536e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -6.86536e-05; + } else { + sum += 6.86536e-05; + } + } + // tree 2890 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -6.34749e-05; + } else { + sum += 6.34749e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -6.34749e-05; + } else { + sum += 6.34749e-05; + } + } + // tree 2891 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.25339e-05; + } else { + sum += 7.25339e-05; + } + } else { + if ( features[12] < 4.9021 ) { + sum += -7.25339e-05; + } else { + sum += 7.25339e-05; + } + } + // tree 2892 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.09569e-05; + } else { + sum += 7.09569e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.09569e-05; + } else { + sum += -7.09569e-05; + } + } + // tree 2893 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -8.01276e-05; + } else { + sum += 8.01276e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -8.01276e-05; + } else { + sum += 8.01276e-05; + } + } + // tree 2894 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.38631e-05; + } else { + sum += 7.38631e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.38631e-05; + } else { + sum += 7.38631e-05; + } + } + // tree 2895 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.10485e-05; + } else { + sum += -7.10485e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.10485e-05; + } else { + sum += -7.10485e-05; + } + } + // tree 2896 + if ( features[7] < 0.464495 ) { + if ( features[3] < 0.0483549 ) { + sum += 7.21195e-05; + } else { + sum += -7.21195e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -7.21195e-05; + } else { + sum += 7.21195e-05; + } + } + // tree 2897 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.35134e-05; + } else { + sum += -7.35134e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.35134e-05; + } else { + sum += 7.35134e-05; + } + } + // tree 2898 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.08831e-05; + } else { + sum += 7.08831e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.08831e-05; + } else { + sum += -7.08831e-05; + } + } + // tree 2899 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 6.93209e-05; + } else { + sum += -6.93209e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -6.93209e-05; + } else { + sum += 6.93209e-05; + } + } + // tree 2900 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -6.83286e-05; + } else { + sum += 6.83286e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 6.83286e-05; + } else { + sum += -6.83286e-05; + } + } + // tree 2901 + if ( features[1] < 0.205661 ) { + if ( features[9] < 1.67927 ) { + sum += 7.07606e-05; + } else { + sum += -7.07606e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.07606e-05; + } else { + sum += -7.07606e-05; + } + } + // tree 2902 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -7.96176e-05; + } else { + sum += 7.96176e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -7.96176e-05; + } else { + sum += 7.96176e-05; + } + } + // tree 2903 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 7.58612e-05; + } else { + sum += -7.58612e-05; + } + } else { + if ( features[5] < 1.09634 ) { + sum += 7.58612e-05; + } else { + sum += -7.58612e-05; + } + } + // tree 2904 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -7.01952e-05; + } else { + sum += 7.01952e-05; + } + } else { + if ( features[11] < 1.17355 ) { + sum += 7.01952e-05; + } else { + sum += -7.01952e-05; + } + } + // tree 2905 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.37945e-05; + } else { + sum += -6.37945e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.37945e-05; + } else { + sum += -6.37945e-05; + } + } + // tree 2906 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.06274e-05; + } else { + sum += -7.06274e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.06274e-05; + } else { + sum += -7.06274e-05; + } + } + // tree 2907 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -6.897e-05; + } else { + sum += 6.897e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.897e-05; + } else { + sum += 6.897e-05; + } + } + // tree 2908 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.280627 ) { + sum += 6.86145e-05; + } else { + sum += -6.86145e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.86145e-05; + } else { + sum += 6.86145e-05; + } + } + // tree 2909 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 7.05349e-05; + } else { + sum += -7.05349e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.05349e-05; + } else { + sum += -7.05349e-05; + } + } + // tree 2910 + if ( features[1] < 0.205661 ) { + if ( features[8] < 2.70579 ) { + sum += 6.63508e-05; + } else { + sum += -6.63508e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -6.63508e-05; + } else { + sum += 6.63508e-05; + } + } + // tree 2911 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.280627 ) { + sum += 7.06118e-05; + } else { + sum += -7.06118e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.06118e-05; + } else { + sum += -7.06118e-05; + } + } + // tree 2912 + if ( features[5] < 0.473096 ) { + sum += 5.67528e-05; + } else { + if ( features[11] < 1.17355 ) { + sum += 5.67528e-05; + } else { + sum += -5.67528e-05; + } + } + // tree 2913 + if ( features[1] < 0.205661 ) { + if ( features[9] < 1.67927 ) { + sum += 6.23071e-05; + } else { + sum += -6.23071e-05; + } + } else { + sum += 6.23071e-05; + } + // tree 2914 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -7.04268e-05; + } else { + sum += 7.04268e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.04268e-05; + } else { + sum += -7.04268e-05; + } + } + // tree 2915 + if ( features[5] < 1.0961 ) { + if ( features[12] < 4.93509 ) { + sum += 5.955e-05; + } else { + sum += -5.955e-05; + } + } else { + if ( features[2] < 0.174524 ) { + sum += 5.955e-05; + } else { + sum += -5.955e-05; + } + } + // tree 2916 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -7.84702e-05; + } else { + sum += 7.84702e-05; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 7.84702e-05; + } else { + sum += -7.84702e-05; + } + } + // tree 2917 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.280627 ) { + sum += 6.73991e-05; + } else { + sum += -6.73991e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -6.73991e-05; + } else { + sum += 6.73991e-05; + } + } + // tree 2918 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 7.21895e-05; + } else { + sum += -7.21895e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.21895e-05; + } else { + sum += 7.21895e-05; + } + } + // tree 2919 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -7.04533e-05; + } else { + sum += 7.04533e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 7.04533e-05; + } else { + sum += -7.04533e-05; + } + } + // tree 2920 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.30566e-05; + } else { + sum += -7.30566e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -7.30566e-05; + } else { + sum += 7.30566e-05; + } + } + // tree 2921 + if ( features[1] < 0.205661 ) { + if ( features[9] < 1.67927 ) { + sum += 6.99421e-05; + } else { + sum += -6.99421e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 6.99421e-05; + } else { + sum += -6.99421e-05; + } + } + // tree 2922 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.82986e-05; + } else { + sum += 6.82986e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.82986e-05; + } else { + sum += 6.82986e-05; + } + } + // tree 2923 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 6.98179e-05; + } else { + sum += -6.98179e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 6.98179e-05; + } else { + sum += -6.98179e-05; + } + } + // tree 2924 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -6.82377e-05; + } else { + sum += 6.82377e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.82377e-05; + } else { + sum += 6.82377e-05; + } + } + // tree 2925 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.30232e-05; + } else { + sum += -7.30232e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.30232e-05; + } else { + sum += 7.30232e-05; + } + } + // tree 2926 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 6.77798e-05; + } else { + sum += -6.77798e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.77798e-05; + } else { + sum += 6.77798e-05; + } + } + // tree 2927 + if ( features[2] < 0.821394 ) { + if ( features[7] < 0.390948 ) { + sum += -9.7907e-05; + } else { + sum += 9.7907e-05; + } + } else { + if ( features[7] < 0.626909 ) { + sum += 9.7907e-05; + } else { + sum += -9.7907e-05; + } + } + // tree 2928 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.26174e-05; + } else { + sum += 7.26174e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.26174e-05; + } else { + sum += 7.26174e-05; + } + } + // tree 2929 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 6.97175e-05; + } else { + sum += -6.97175e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 6.97175e-05; + } else { + sum += -6.97175e-05; + } + } + // tree 2930 + sum += 3.03716e-05; + // tree 2931 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.280627 ) { + sum += 6.74979e-05; + } else { + sum += -6.74979e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -6.74979e-05; + } else { + sum += 6.74979e-05; + } + } + // tree 2932 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 6.88973e-05; + } else { + sum += -6.88973e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 6.88973e-05; + } else { + sum += -6.88973e-05; + } + } + // tree 2933 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 6.85318e-05; + } else { + sum += -6.85318e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 6.85318e-05; + } else { + sum += -6.85318e-05; + } + } + // tree 2934 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.41718e-05; + } else { + sum += 6.41718e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.41718e-05; + } else { + sum += -6.41718e-05; + } + } + // tree 2935 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.280627 ) { + sum += 6.69159e-05; + } else { + sum += -6.69159e-05; + } + } else { + if ( features[9] < 2.37395 ) { + sum += -6.69159e-05; + } else { + sum += 6.69159e-05; + } + } + // tree 2936 + if ( features[1] < 0.205661 ) { + if ( features[0] < 2.0319 ) { + sum += 6.13641e-05; + } else { + sum += -6.13641e-05; + } + } else { + sum += 6.13641e-05; + } + // tree 2937 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 7.20793e-05; + } else { + sum += -7.20793e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.20793e-05; + } else { + sum += 7.20793e-05; + } + } + // tree 2938 + if ( features[7] < 1.08965 ) { + if ( features[1] < -0.814248 ) { + sum += -4.86417e-05; + } else { + sum += 4.86417e-05; + } + } else { + sum += -4.86417e-05; + } + // tree 2939 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.280627 ) { + sum += 6.92233e-05; + } else { + sum += -6.92233e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 6.92233e-05; + } else { + sum += -6.92233e-05; + } + } + // tree 2940 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 8.14425e-05; + } else { + sum += -8.14425e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 8.14425e-05; + } else { + sum += -8.14425e-05; + } + } + // tree 2941 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.16135e-05; + } else { + sum += 7.16135e-05; + } + } else { + if ( features[12] < 4.9021 ) { + sum += -7.16135e-05; + } else { + sum += 7.16135e-05; + } + } + // tree 2942 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.22369e-05; + } else { + sum += 7.22369e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.22369e-05; + } else { + sum += 7.22369e-05; + } + } + // tree 2943 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.34968e-05; + } else { + sum += -6.34968e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.34968e-05; + } else { + sum += -6.34968e-05; + } + } + // tree 2944 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -7.71941e-05; + } else { + sum += 7.71941e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -7.71941e-05; + } else { + sum += 7.71941e-05; + } + } + // tree 2945 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 7.1686e-05; + } else { + sum += -7.1686e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.1686e-05; + } else { + sum += 7.1686e-05; + } + } + // tree 2946 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.94973e-05; + } else { + sum += 6.94973e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 6.94973e-05; + } else { + sum += -6.94973e-05; + } + } + // tree 2947 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -7.97196e-05; + } else { + sum += 7.97196e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -7.97196e-05; + } else { + sum += 7.97196e-05; + } + } + // tree 2948 + if ( features[9] < 1.48572 ) { + sum += -3.81963e-05; + } else { + sum += 3.81963e-05; + } + // tree 2949 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 6.1733e-05; + } else { + sum += -6.1733e-05; + } + } else { + sum += 6.1733e-05; + } + // tree 2950 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.280627 ) { + sum += 6.22372e-05; + } else { + sum += -6.22372e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 6.22372e-05; + } else { + sum += -6.22372e-05; + } + } + // tree 2951 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -6.4426e-05; + } else { + sum += 6.4426e-05; + } + } else { + if ( features[11] < 1.75004 ) { + sum += -6.4426e-05; + } else { + sum += 6.4426e-05; + } + } + // tree 2952 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -7.51365e-05; + } else { + sum += 7.51365e-05; + } + } else { + if ( features[0] < 2.81307 ) { + sum += 7.51365e-05; + } else { + sum += -7.51365e-05; + } + } + // tree 2953 + if ( features[7] < 0.464495 ) { + if ( features[4] < -0.600526 ) { + sum += 6.58858e-05; + } else { + sum += -6.58858e-05; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -6.58858e-05; + } else { + sum += 6.58858e-05; + } + } + // tree 2954 + if ( features[5] < 1.0961 ) { + if ( features[1] < 0.10369 ) { + sum += -5.30051e-05; + } else { + sum += 5.30051e-05; + } + } else { + if ( features[12] < 4.57639 ) { + sum += 5.30051e-05; + } else { + sum += -5.30051e-05; + } + } + // tree 2955 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -7.92758e-05; + } else { + sum += 7.92758e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -7.92758e-05; + } else { + sum += 7.92758e-05; + } + } + // tree 2956 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.07831e-05; + } else { + sum += -6.07831e-05; + } + } else { + if ( features[0] < 2.88598 ) { + sum += 6.07831e-05; + } else { + sum += -6.07831e-05; + } + } + // tree 2957 + if ( features[5] < 1.0961 ) { + if ( features[9] < 1.87281 ) { + sum += -5.66246e-05; + } else { + sum += 5.66246e-05; + } + } else { + if ( features[3] < 0.0161134 ) { + sum += 5.66246e-05; + } else { + sum += -5.66246e-05; + } + } + // tree 2958 + if ( features[3] < 0.0967294 ) { + if ( features[1] < 0.177903 ) { + sum += -6.82878e-05; + } else { + sum += 6.82878e-05; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 6.82878e-05; + } else { + sum += -6.82878e-05; + } + } + // tree 2959 + if ( features[0] < 1.68308 ) { + sum += -5.27252e-05; + } else { + if ( features[8] < 2.22547 ) { + sum += -5.27252e-05; + } else { + sum += 5.27252e-05; + } + } + // tree 2960 + if ( features[9] < 1.48572 ) { + sum += -5.76711e-05; + } else { + if ( features[7] < 0.390948 ) { + sum += -5.76711e-05; + } else { + sum += 5.76711e-05; + } + } + // tree 2961 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.369262 ) { + sum += -6.94252e-05; + } else { + sum += 6.94252e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 6.94252e-05; + } else { + sum += -6.94252e-05; + } + } + // tree 2962 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.18453e-05; + } else { + sum += 7.18453e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.18453e-05; + } else { + sum += 7.18453e-05; + } + } + // tree 2963 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 6.22612e-05; + } else { + sum += -6.22612e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -6.22612e-05; + } else { + sum += 6.22612e-05; + } + } + // tree 2964 + if ( features[12] < 4.57639 ) { + if ( features[11] < 1.46171 ) { + sum += 6.36705e-05; + } else { + sum += -6.36705e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -6.36705e-05; + } else { + sum += 6.36705e-05; + } + } + // tree 2965 + sum += 2.97603e-05; + // tree 2966 + if ( features[1] < 0.205661 ) { + if ( features[12] < 3.73942 ) { + sum += 6.27616e-05; + } else { + sum += -6.27616e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.27616e-05; + } else { + sum += -6.27616e-05; + } + } + // tree 2967 + if ( features[7] < 0.464495 ) { + if ( features[11] < 1.38448 ) { + sum += 7.23056e-05; + } else { + sum += -7.23056e-05; + } + } else { + if ( features[2] < 0.444747 ) { + sum += 7.23056e-05; + } else { + sum += -7.23056e-05; + } + } + // tree 2968 + if ( features[2] < 0.821394 ) { + if ( features[8] < 2.24069 ) { + sum += -8.15485e-05; + } else { + sum += 8.15485e-05; + } + } else { + if ( features[5] < 0.771044 ) { + sum += 8.15485e-05; + } else { + sum += -8.15485e-05; + } + } + // tree 2969 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 6.28526e-05; + } else { + sum += -6.28526e-05; + } + } else { + if ( features[7] < 0.538031 ) { + sum += 6.28526e-05; + } else { + sum += -6.28526e-05; + } + } + // tree 2970 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.31023e-05; + } else { + sum += 7.31023e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -7.31023e-05; + } else { + sum += 7.31023e-05; + } + } + // tree 2971 + if ( features[5] < 0.473096 ) { + if ( features[1] < 0.307696 ) { + sum += -5.87126e-05; + } else { + sum += 5.87126e-05; + } + } else { + if ( features[8] < 2.03427 ) { + sum += 5.87126e-05; + } else { + sum += -5.87126e-05; + } + } + // tree 2972 + if ( features[1] < 0.205661 ) { + if ( features[5] < 0.992268 ) { + sum += -6.72328e-05; + } else { + sum += 6.72328e-05; + } + } else { + if ( features[8] < 2.36075 ) { + sum += -6.72328e-05; + } else { + sum += 6.72328e-05; + } + } + // tree 2973 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -7.64012e-05; + } else { + sum += 7.64012e-05; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -7.64012e-05; + } else { + sum += 7.64012e-05; + } + } + // tree 2974 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 7.26393e-05; + } else { + sum += -7.26393e-05; + } + } else { + if ( features[11] < 0.917376 ) { + sum += -7.26393e-05; + } else { + sum += 7.26393e-05; + } + } + // tree 2975 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 6.18392e-05; + } else { + sum += -6.18392e-05; + } + } else { + sum += 6.18392e-05; + } + // tree 2976 + if ( features[1] < 0.205661 ) { + if ( features[2] < -0.496694 ) { + sum += 5.65864e-05; + } else { + sum += -5.65864e-05; + } + } else { + if ( features[5] < 0.402032 ) { + sum += 5.65864e-05; + } else { + sum += -5.65864e-05; + } + } + // tree 2977 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 6.94771e-05; + } else { + sum += -6.94771e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 6.94771e-05; + } else { + sum += -6.94771e-05; + } + } + // tree 2978 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 6.8385e-05; + } else { + sum += -6.8385e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -6.8385e-05; + } else { + sum += 6.8385e-05; + } + } + // tree 2979 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.1926e-05; + } else { + sum += -6.1926e-05; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -6.1926e-05; + } else { + sum += 6.1926e-05; + } + } + // tree 2980 + if ( features[0] < 1.68308 ) { + if ( features[2] < 0.493201 ) { + sum += 6.15567e-05; + } else { + sum += -6.15567e-05; + } + } else { + if ( features[7] < 0.538031 ) { + sum += 6.15567e-05; + } else { + sum += -6.15567e-05; + } + } + // tree 2981 + if ( features[5] < 0.473096 ) { + if ( features[7] < 0.390484 ) { + sum += -6.97976e-05; + } else { + sum += 6.97976e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -6.97976e-05; + } else { + sum += 6.97976e-05; + } + } + // tree 2982 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.24659e-05; + } else { + sum += -6.24659e-05; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 6.24659e-05; + } else { + sum += -6.24659e-05; + } + } + // tree 2983 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -7.81296e-05; + } else { + sum += 7.81296e-05; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -7.81296e-05; + } else { + sum += 7.81296e-05; + } + } + // tree 2984 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -7.90146e-05; + } else { + sum += 7.90146e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -7.90146e-05; + } else { + sum += 7.90146e-05; + } + } + // tree 2985 + if ( features[1] < 0.205661 ) { + if ( features[7] < 0.280627 ) { + sum += 6.16046e-05; + } else { + sum += -6.16046e-05; + } + } else { + sum += 6.16046e-05; + } + // tree 2986 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 6.91678e-05; + } else { + sum += -6.91678e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 6.91678e-05; + } else { + sum += -6.91678e-05; + } + } + // tree 2987 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.372233 ) { + sum += -7.1499e-05; + } else { + sum += 7.1499e-05; + } + } else { + if ( features[0] < 2.53058 ) { + sum += -7.1499e-05; + } else { + sum += 7.1499e-05; + } + } + // tree 2988 + if ( features[7] < 0.464495 ) { + if ( features[3] < 0.0483549 ) { + sum += 7.14463e-05; + } else { + sum += -7.14463e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -7.14463e-05; + } else { + sum += 7.14463e-05; + } + } + // tree 2989 + if ( features[9] < 1.48572 ) { + sum += -4.90469e-05; + } else { + if ( features[3] < 0.0967294 ) { + sum += 4.90469e-05; + } else { + sum += -4.90469e-05; + } + } + // tree 2990 + if ( features[1] < 0.205661 ) { + if ( features[9] < 1.67927 ) { + sum += 6.32019e-05; + } else { + sum += -6.32019e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.32019e-05; + } else { + sum += -6.32019e-05; + } + } + // tree 2991 + if ( features[7] < 0.464495 ) { + if ( features[1] < -0.750044 ) { + sum += -7.84483e-05; + } else { + sum += 7.84483e-05; + } + } else { + if ( features[9] < 2.74376 ) { + sum += -7.84483e-05; + } else { + sum += 7.84483e-05; + } + } + // tree 2992 + if ( features[1] < 0.205661 ) { + if ( features[9] < 2.74376 ) { + sum += 6.32456e-05; + } else { + sum += -6.32456e-05; + } + } else { + if ( features[4] < -1.29438 ) { + sum += 6.32456e-05; + } else { + sum += -6.32456e-05; + } + } + // tree 2993 + if ( features[7] < 0.464495 ) { + sum += 6.28388e-05; + } else { + if ( features[12] < 3.85898 ) { + sum += 6.28388e-05; + } else { + sum += -6.28388e-05; + } + } + // tree 2994 + if ( features[7] < 0.464495 ) { + if ( features[7] < 0.373152 ) { + sum += -7.80833e-05; + } else { + sum += 7.80833e-05; + } + } else { + if ( features[5] < 0.681654 ) { + sum += -7.80833e-05; + } else { + sum += 7.80833e-05; + } + } + // tree 2995 + if ( features[0] < 1.68308 ) { + if ( features[10] < -4.81756 ) { + sum += 6.17189e-05; + } else { + sum += -6.17189e-05; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -6.17189e-05; + } else { + sum += 6.17189e-05; + } + } + // tree 2996 + sum += 2.94924e-05; + // tree 2997 + if ( features[1] < 0.205661 ) { + if ( features[6] < -2.71389 ) { + sum += 6.90895e-05; + } else { + sum += -6.90895e-05; + } + } else { + if ( features[7] < 0.765903 ) { + sum += 6.90895e-05; + } else { + sum += -6.90895e-05; + } + } + // tree 2998 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.100321 ) { + sum += -7.27893e-05; + } else { + sum += 7.27893e-05; + } + } else { + if ( features[5] < 0.731889 ) { + sum += -7.27893e-05; + } else { + sum += 7.27893e-05; + } + } + // tree 2999 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 7.07799e-05; + } else { + sum += -7.07799e-05; + } + } else { + if ( features[4] < -1.12229 ) { + sum += -7.07799e-05; + } else { + sum += 7.07799e-05; + } + } + return sum; +} diff --git a/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_300-599.cpp b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_300-599.cpp new file mode 100644 index 000000000..7349a17df --- /dev/null +++ b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_300-599.cpp @@ -0,0 +1,4062 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include <vector> + +#include "../SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" + +/* @brief a BDT implementation, returning the sum of all tree weights given + * a feature vector + */ +double SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1::tree_1( const std::vector<double>& features ) const { + double sum = 0; + + // tree 300 + if ( features[4] < -1.29629 ) { + if ( features[5] < 0.754354 ) { + sum += 0.000178338; + } else { + sum += -0.000178338; + } + } else { + if ( features[7] < 0.519347 ) { + sum += 0.000178338; + } else { + sum += -0.000178338; + } + } + // tree 301 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.32813 ) { + sum += 0.000196811; + } else { + sum += -0.000196811; + } + } else { + if ( features[6] < -0.645762 ) { + sum += 0.000196811; + } else { + sum += -0.000196811; + } + } + // tree 302 + if ( features[7] < 0.721911 ) { + sum += 0.000151156; + } else { + if ( features[5] < 0.788925 ) { + sum += 0.000151156; + } else { + sum += -0.000151156; + } + } + // tree 303 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.594689 ) { + sum += -0.000164281; + } else { + sum += 0.000164281; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -0.000164281; + } else { + sum += 0.000164281; + } + } + // tree 304 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000194548; + } else { + sum += 0.000194548; + } + } else { + if ( features[9] < 2.62832 ) { + sum += -0.000194548; + } else { + sum += 0.000194548; + } + } + // tree 305 + if ( features[12] < 4.57639 ) { + sum += 0.000172148; + } else { + if ( features[7] < 0.501208 ) { + sum += 0.000172148; + } else { + sum += -0.000172148; + } + } + // tree 306 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000201866; + } else { + sum += 0.000201866; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000201866; + } else { + sum += 0.000201866; + } + } + // tree 307 + if ( features[5] < 0.628848 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000206635; + } else { + sum += 0.000206635; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000206635; + } else { + sum += -0.000206635; + } + } + // tree 308 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000202377; + } else { + sum += 0.000202377; + } + } else { + sum += -0.000202377; + } + // tree 309 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000191994; + } else { + sum += 0.000191994; + } + } else { + if ( features[9] < 2.62832 ) { + sum += -0.000191994; + } else { + sum += 0.000191994; + } + } + // tree 310 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 0.000176548; + } else { + sum += -0.000176548; + } + } else { + if ( features[9] < 2.62832 ) { + sum += -0.000176548; + } else { + sum += 0.000176548; + } + } + // tree 311 + if ( features[9] < 2.16313 ) { + sum += -0.000158993; + } else { + if ( features[0] < 1.68308 ) { + sum += -0.000158993; + } else { + sum += 0.000158993; + } + } + // tree 312 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000202364; + } else { + sum += 0.000202364; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000202364; + } else { + sum += -0.000202364; + } + } + // tree 313 + if ( features[4] < -1.29629 ) { + if ( features[12] < 4.57639 ) { + sum += 0.000172415; + } else { + sum += -0.000172415; + } + } else { + if ( features[7] < 0.519347 ) { + sum += 0.000172415; + } else { + sum += -0.000172415; + } + } + // tree 314 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000197895; + } else { + sum += 0.000197895; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000197895; + } else { + sum += -0.000197895; + } + } + // tree 315 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000197578; + } else { + sum += 0.000197578; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000197578; + } else { + sum += 0.000197578; + } + } + // tree 316 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 0.000165658; + } else { + sum += -0.000165658; + } + } else { + sum += -0.000165658; + } + // tree 317 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000216147; + } else { + sum += 0.000216147; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000216147; + } else { + sum += -0.000216147; + } + } + // tree 318 + if ( features[5] < 0.628848 ) { + if ( features[9] < 2.16313 ) { + sum += -0.000185151; + } else { + sum += 0.000185151; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 0.000185151; + } else { + sum += -0.000185151; + } + } + // tree 319 + if ( features[5] < 0.628848 ) { + if ( features[9] < 2.16313 ) { + sum += -0.000199423; + } else { + sum += 0.000199423; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000199423; + } else { + sum += -0.000199423; + } + } + // tree 320 + if ( features[5] < 0.784599 ) { + if ( features[12] < 4.93509 ) { + sum += 0.00018734; + } else { + sum += -0.00018734; + } + } else { + sum += -0.00018734; + } + // tree 321 + if ( features[5] < 0.628848 ) { + sum += 0.000165511; + } else { + if ( features[7] < 0.47715 ) { + sum += 0.000165511; + } else { + sum += -0.000165511; + } + } + // tree 322 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 0.000151196; + } else { + sum += -0.000151196; + } + } else { + if ( features[10] < -27.4241 ) { + sum += 0.000151196; + } else { + sum += -0.000151196; + } + } + // tree 323 + if ( features[7] < 0.721911 ) { + if ( features[4] < -0.252614 ) { + sum += 0.000167071; + } else { + sum += -0.000167071; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000167071; + } else { + sum += -0.000167071; + } + } + // tree 324 + if ( features[5] < 0.628848 ) { + if ( features[1] < -0.712225 ) { + sum += -0.000196937; + } else { + sum += 0.000196937; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000196937; + } else { + sum += -0.000196937; + } + } + // tree 325 + if ( features[0] < 1.68308 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000157528; + } else { + sum += -0.000157528; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000157528; + } else { + sum += -0.000157528; + } + } + // tree 326 + if ( features[5] < 0.628848 ) { + if ( features[12] < 4.69595 ) { + sum += 0.000164948; + } else { + sum += -0.000164948; + } + } else { + if ( features[1] < 0.108593 ) { + sum += -0.000164948; + } else { + sum += 0.000164948; + } + } + // tree 327 + if ( features[1] < -0.30431 ) { + if ( features[4] < -2.16603 ) { + sum += 0.000184222; + } else { + sum += -0.000184222; + } + } else { + if ( features[8] < 1.82785 ) { + sum += -0.000184222; + } else { + sum += 0.000184222; + } + } + // tree 328 + if ( features[5] < 0.628848 ) { + if ( features[0] < 1.69912 ) { + sum += -0.000173359; + } else { + sum += 0.000173359; + } + } else { + if ( features[11] < 1.17355 ) { + sum += 0.000173359; + } else { + sum += -0.000173359; + } + } + // tree 329 + if ( features[9] < 2.16313 ) { + if ( features[12] < 4.08991 ) { + sum += 0.000210472; + } else { + sum += -0.000210472; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000210472; + } else { + sum += 0.000210472; + } + } + // tree 330 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000192778; + } else { + sum += 0.000192778; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000192778; + } else { + sum += 0.000192778; + } + } + // tree 331 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.712255 ) { + sum += -0.00020602; + } else { + sum += 0.00020602; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.00020602; + } else { + sum += -0.00020602; + } + } + // tree 332 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.508269 ) { + sum += -0.000190745; + } else { + sum += 0.000190745; + } + } else { + sum += -0.000190745; + } + // tree 333 + if ( features[7] < 0.721911 ) { + if ( features[0] < 1.63862 ) { + sum += -0.000188481; + } else { + sum += 0.000188481; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000188481; + } else { + sum += -0.000188481; + } + } + // tree 334 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000194323; + } else { + sum += -0.000194323; + } + } else { + if ( features[7] < 0.749475 ) { + sum += 0.000194323; + } else { + sum += -0.000194323; + } + } + // tree 335 + if ( features[7] < 0.721911 ) { + if ( features[12] < 4.92369 ) { + sum += 0.000187292; + } else { + sum += -0.000187292; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000187292; + } else { + sum += -0.000187292; + } + } + // tree 336 + if ( features[7] < 0.721911 ) { + if ( features[5] < 0.627964 ) { + sum += 0.000164763; + } else { + sum += -0.000164763; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000164763; + } else { + sum += -0.000164763; + } + } + // tree 337 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000200937; + } else { + sum += 0.000200937; + } + } else { + if ( features[4] < -1.46626 ) { + sum += 0.000200937; + } else { + sum += -0.000200937; + } + } + // tree 338 + if ( features[5] < 0.784599 ) { + if ( features[12] < 4.93509 ) { + sum += 0.000188552; + } else { + sum += -0.000188552; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000188552; + } else { + sum += -0.000188552; + } + } + // tree 339 + if ( features[8] < 2.24069 ) { + if ( features[7] < 0.480746 ) { + sum += 0.000193346; + } else { + sum += -0.000193346; + } + } else { + if ( features[0] < 1.68308 ) { + sum += -0.000193346; + } else { + sum += 0.000193346; + } + } + // tree 340 + if ( features[4] < -1.29629 ) { + if ( features[0] < 1.68517 ) { + sum += -0.000157201; + } else { + sum += 0.000157201; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 0.000157201; + } else { + sum += -0.000157201; + } + } + // tree 341 + if ( features[12] < 4.57639 ) { + sum += 0.000170654; + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000170654; + } else { + sum += 0.000170654; + } + } + // tree 342 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.00019971; + } else { + sum += 0.00019971; + } + } else { + if ( features[4] < -1.46626 ) { + sum += 0.00019971; + } else { + sum += -0.00019971; + } + } + // tree 343 + if ( features[7] < 0.721911 ) { + if ( features[5] < 0.627964 ) { + sum += 0.000148854; + } else { + sum += -0.000148854; + } + } else { + sum += -0.000148854; + } + // tree 344 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 0.000187718; + } else { + sum += -0.000187718; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000187718; + } else { + sum += -0.000187718; + } + } + // tree 345 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000209727; + } else { + sum += 0.000209727; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000209727; + } else { + sum += -0.000209727; + } + } + // tree 346 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000186953; + } else { + sum += 0.000186953; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000186953; + } else { + sum += -0.000186953; + } + } + // tree 347 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000195031; + } else { + sum += 0.000195031; + } + } else { + if ( features[6] < -1.47267 ) { + sum += 0.000195031; + } else { + sum += -0.000195031; + } + } + // tree 348 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000153277; + } else { + sum += -0.000153277; + } + } else { + sum += 0.000153277; + } + // tree 349 + if ( features[4] < -1.29629 ) { + if ( features[1] < -0.406259 ) { + sum += -0.000180499; + } else { + sum += 0.000180499; + } + } else { + if ( features[7] < 0.485316 ) { + sum += 0.000180499; + } else { + sum += -0.000180499; + } + } + // tree 350 + if ( features[1] < -0.30431 ) { + if ( features[1] < -0.4425 ) { + sum += -0.000183534; + } else { + sum += 0.000183534; + } + } else { + if ( features[7] < 0.749475 ) { + sum += 0.000183534; + } else { + sum += -0.000183534; + } + } + // tree 351 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.57639 ) { + sum += 0.000154039; + } else { + sum += -0.000154039; + } + } else { + if ( features[3] < 0.174737 ) { + sum += -0.000154039; + } else { + sum += 0.000154039; + } + } + // tree 352 + if ( features[1] < -0.30431 ) { + if ( features[11] < 1.17355 ) { + sum += 0.000184377; + } else { + sum += -0.000184377; + } + } else { + if ( features[5] < 0.576931 ) { + sum += 0.000184377; + } else { + sum += -0.000184377; + } + } + // tree 353 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000196244; + } else { + sum += 0.000196244; + } + } else { + if ( features[4] < -1.46626 ) { + sum += 0.000196244; + } else { + sum += -0.000196244; + } + } + // tree 354 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.00018594; + } else { + sum += -0.00018594; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.00018594; + } else { + sum += 0.00018594; + } + } + // tree 355 + if ( features[1] < -0.30431 ) { + if ( features[2] < -0.308396 ) { + sum += 0.000181561; + } else { + sum += -0.000181561; + } + } else { + if ( features[8] < 1.82785 ) { + sum += -0.000181561; + } else { + sum += 0.000181561; + } + } + // tree 356 + if ( features[4] < -1.29629 ) { + if ( features[1] < -0.406259 ) { + sum += -0.0001717; + } else { + sum += 0.0001717; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 0.0001717; + } else { + sum += -0.0001717; + } + } + // tree 357 + if ( features[8] < 2.24069 ) { + if ( features[10] < -27.4207 ) { + sum += 0.000172716; + } else { + sum += -0.000172716; + } + } else { + if ( features[5] < 0.761407 ) { + sum += 0.000172716; + } else { + sum += -0.000172716; + } + } + // tree 358 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000178142; + } else { + sum += 0.000178142; + } + } else { + if ( features[9] < 2.62832 ) { + sum += -0.000178142; + } else { + sum += 0.000178142; + } + } + // tree 359 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000192539; + } else { + sum += 0.000192539; + } + } else { + if ( features[6] < -1.47267 ) { + sum += 0.000192539; + } else { + sum += -0.000192539; + } + } + // tree 360 + if ( features[5] < 0.784599 ) { + if ( features[0] < 1.68308 ) { + sum += -0.000183892; + } else { + sum += 0.000183892; + } + } else { + if ( features[7] < 0.495522 ) { + sum += 0.000183892; + } else { + sum += -0.000183892; + } + } + // tree 361 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000193957; + } else { + sum += 0.000193957; + } + } else { + if ( features[4] < -1.46626 ) { + sum += 0.000193957; + } else { + sum += -0.000193957; + } + } + // tree 362 + if ( features[1] < -0.30431 ) { + if ( features[1] < -0.4425 ) { + sum += -0.000179118; + } else { + sum += 0.000179118; + } + } else { + if ( features[9] < 1.87289 ) { + sum += -0.000179118; + } else { + sum += 0.000179118; + } + } + // tree 363 + if ( features[7] < 0.721911 ) { + if ( features[12] < 4.92369 ) { + sum += 0.000165824; + } else { + sum += -0.000165824; + } + } else { + sum += -0.000165824; + } + // tree 364 + if ( features[4] < -1.29629 ) { + if ( features[12] < 4.57639 ) { + sum += 0.000155426; + } else { + sum += -0.000155426; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 0.000155426; + } else { + sum += -0.000155426; + } + } + // tree 365 + if ( features[7] < 0.721911 ) { + if ( features[11] < 1.84601 ) { + sum += 0.000167668; + } else { + sum += -0.000167668; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000167668; + } else { + sum += -0.000167668; + } + } + // tree 366 + if ( features[1] < -0.30431 ) { + if ( features[2] < -0.308396 ) { + sum += 0.000179747; + } else { + sum += -0.000179747; + } + } else { + if ( features[9] < 1.87289 ) { + sum += -0.000179747; + } else { + sum += 0.000179747; + } + } + // tree 367 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -0.000177415; + } else { + sum += 0.000177415; + } + } else { + if ( features[5] < 0.783494 ) { + sum += 0.000177415; + } else { + sum += -0.000177415; + } + } + // tree 368 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 0.000183454; + } else { + sum += -0.000183454; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000183454; + } else { + sum += 0.000183454; + } + } + // tree 369 + if ( features[5] < 0.628848 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000175863; + } else { + sum += 0.000175863; + } + } else { + if ( features[1] < 0.108593 ) { + sum += -0.000175863; + } else { + sum += 0.000175863; + } + } + // tree 370 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 0.000181088; + } else { + sum += -0.000181088; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000181088; + } else { + sum += -0.000181088; + } + } + // tree 371 + if ( features[1] < -0.100321 ) { + if ( features[9] < 1.77604 ) { + sum += 0.000213717; + } else { + sum += -0.000213717; + } + } else { + if ( features[9] < 1.91817 ) { + sum += -0.000213717; + } else { + sum += 0.000213717; + } + } + // tree 372 + if ( features[1] < -0.30431 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000175191; + } else { + sum += -0.000175191; + } + } else { + if ( features[7] < 0.784128 ) { + sum += 0.000175191; + } else { + sum += -0.000175191; + } + } + // tree 373 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000153418; + } else { + sum += -0.000153418; + } + } else { + if ( features[10] < -27.4241 ) { + sum += 0.000153418; + } else { + sum += -0.000153418; + } + } + // tree 374 + if ( features[9] < 2.16313 ) { + if ( features[0] < 1.94125 ) { + sum += 0.000170756; + } else { + sum += -0.000170756; + } + } else { + if ( features[5] < 0.660665 ) { + sum += 0.000170756; + } else { + sum += -0.000170756; + } + } + // tree 375 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000170179; + } else { + sum += 0.000170179; + } + } else { + if ( features[6] < -2.15667 ) { + sum += 0.000170179; + } else { + sum += -0.000170179; + } + } + // tree 376 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000202533; + } else { + sum += 0.000202533; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000202533; + } else { + sum += -0.000202533; + } + } + // tree 377 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000151626; + } else { + sum += -0.000151626; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 0.000151626; + } else { + sum += -0.000151626; + } + } + // tree 378 + if ( features[5] < 0.784599 ) { + if ( features[8] < 2.24069 ) { + sum += -0.000147891; + } else { + sum += 0.000147891; + } + } else { + sum += -0.000147891; + } + // tree 379 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000187137; + } else { + sum += 0.000187137; + } + } else { + sum += -0.000187137; + } + // tree 380 + if ( features[7] < 0.721911 ) { + if ( features[11] < 1.84601 ) { + sum += 0.000153875; + } else { + sum += -0.000153875; + } + } else { + if ( features[5] < 0.788925 ) { + sum += 0.000153875; + } else { + sum += -0.000153875; + } + } + // tree 381 + if ( features[1] < -0.30431 ) { + if ( features[3] < 0.0161237 ) { + sum += 0.000175964; + } else { + sum += -0.000175964; + } + } else { + if ( features[7] < 0.784128 ) { + sum += 0.000175964; + } else { + sum += -0.000175964; + } + } + // tree 382 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000177903; + } else { + sum += -0.000177903; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000177903; + } else { + sum += -0.000177903; + } + } + // tree 383 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000189059; + } else { + sum += 0.000189059; + } + } else { + if ( features[5] < 0.788925 ) { + sum += 0.000189059; + } else { + sum += -0.000189059; + } + } + // tree 384 + if ( features[7] < 0.721911 ) { + if ( features[12] < 4.92369 ) { + sum += 0.000164007; + } else { + sum += -0.000164007; + } + } else { + if ( features[4] < -1.46626 ) { + sum += 0.000164007; + } else { + sum += -0.000164007; + } + } + // tree 385 + if ( features[2] < 0.633096 ) { + if ( features[9] < 2.16327 ) { + sum += -0.000133498; + } else { + sum += 0.000133498; + } + } else { + if ( features[0] < 2.10816 ) { + sum += -0.000133498; + } else { + sum += 0.000133498; + } + } + // tree 386 + if ( features[1] < -0.100321 ) { + if ( features[12] < 3.85898 ) { + sum += 0.000152503; + } else { + sum += -0.000152503; + } + } else { + sum += 0.000152503; + } + // tree 387 + if ( features[7] < 0.721911 ) { + if ( features[7] < 0.358918 ) { + sum += -0.000187791; + } else { + sum += 0.000187791; + } + } else { + if ( features[4] < -1.46626 ) { + sum += 0.000187791; + } else { + sum += -0.000187791; + } + } + // tree 388 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.712255 ) { + sum += -0.00017508; + } else { + sum += 0.00017508; + } + } else { + sum += -0.00017508; + } + // tree 389 + if ( features[1] < -0.100321 ) { + if ( features[12] < 3.85898 ) { + sum += 0.000209462; + } else { + sum += -0.000209462; + } + } else { + if ( features[9] < 1.91817 ) { + sum += -0.000209462; + } else { + sum += 0.000209462; + } + } + // tree 390 + if ( features[1] < -0.30431 ) { + if ( features[11] < 1.17355 ) { + sum += 0.000179414; + } else { + sum += -0.000179414; + } + } else { + if ( features[7] < 0.784128 ) { + sum += 0.000179414; + } else { + sum += -0.000179414; + } + } + // tree 391 + if ( features[4] < -1.29629 ) { + if ( features[12] < 4.57639 ) { + sum += 0.000158497; + } else { + sum += -0.000158497; + } + } else { + if ( features[7] < 0.485316 ) { + sum += 0.000158497; + } else { + sum += -0.000158497; + } + } + // tree 392 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000176172; + } else { + sum += 0.000176172; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000176172; + } else { + sum += -0.000176172; + } + } + // tree 393 + if ( features[9] < 2.16313 ) { + if ( features[4] < -1.99199 ) { + sum += 0.000175728; + } else { + sum += -0.000175728; + } + } else { + if ( features[0] < 1.68308 ) { + sum += -0.000175728; + } else { + sum += 0.000175728; + } + } + // tree 394 + if ( features[1] < -0.30431 ) { + if ( features[3] < 0.0161237 ) { + sum += 0.000173386; + } else { + sum += -0.000173386; + } + } else { + if ( features[8] < 1.82785 ) { + sum += -0.000173386; + } else { + sum += 0.000173386; + } + } + // tree 395 + if ( features[2] < 0.821394 ) { + if ( features[8] < 2.24069 ) { + sum += -0.000156715; + } else { + sum += 0.000156715; + } + } else { + if ( features[7] < 0.626909 ) { + sum += 0.000156715; + } else { + sum += -0.000156715; + } + } + // tree 396 + if ( features[7] < 0.758685 ) { + if ( features[7] < 0.375527 ) { + sum += -0.000182835; + } else { + sum += 0.000182835; + } + } else { + sum += -0.000182835; + } + // tree 397 + if ( features[8] < 2.24069 ) { + if ( features[7] < 0.480746 ) { + sum += 0.000198108; + } else { + sum += -0.000198108; + } + } else { + if ( features[5] < 0.761407 ) { + sum += 0.000198108; + } else { + sum += -0.000198108; + } + } + // tree 398 + if ( features[4] < -1.29629 ) { + if ( features[12] < 4.57639 ) { + sum += 0.000149683; + } else { + sum += -0.000149683; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 0.000149683; + } else { + sum += -0.000149683; + } + } + // tree 399 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000178428; + } else { + sum += -0.000178428; + } + } else { + if ( features[8] < 1.82785 ) { + sum += -0.000178428; + } else { + sum += 0.000178428; + } + } + // tree 400 + if ( features[1] < -0.30431 ) { + if ( features[2] < 0.444798 ) { + sum += 0.000175076; + } else { + sum += -0.000175076; + } + } else { + if ( features[9] < 1.87289 ) { + sum += -0.000175076; + } else { + sum += 0.000175076; + } + } + // tree 401 + if ( features[7] < 0.758685 ) { + if ( features[7] < 0.375527 ) { + sum += -0.000186842; + } else { + sum += 0.000186842; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000186842; + } else { + sum += -0.000186842; + } + } + // tree 402 + if ( features[4] < -1.29629 ) { + if ( features[1] < -0.406259 ) { + sum += -0.000170486; + } else { + sum += 0.000170486; + } + } else { + if ( features[7] < 0.485316 ) { + sum += 0.000170486; + } else { + sum += -0.000170486; + } + } + // tree 403 + if ( features[12] < 4.57639 ) { + if ( features[4] < -1.29631 ) { + sum += 0.000158727; + } else { + sum += -0.000158727; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000158727; + } else { + sum += -0.000158727; + } + } + // tree 404 + if ( features[12] < 4.57639 ) { + if ( features[6] < -0.231448 ) { + sum += 0.000131751; + } else { + sum += -0.000131751; + } + } else { + sum += -0.000131751; + } + // tree 405 + if ( features[1] < -0.100321 ) { + if ( features[8] < 1.7472 ) { + sum += 0.000206105; + } else { + sum += -0.000206105; + } + } else { + if ( features[8] < 1.87348 ) { + sum += -0.000206105; + } else { + sum += 0.000206105; + } + } + // tree 406 + if ( features[7] < 0.758685 ) { + if ( features[12] < 4.92369 ) { + sum += 0.000164782; + } else { + sum += -0.000164782; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000164782; + } else { + sum += -0.000164782; + } + } + // tree 407 + if ( features[7] < 0.758685 ) { + if ( features[7] < 0.375527 ) { + sum += -0.000180653; + } else { + sum += 0.000180653; + } + } else { + sum += -0.000180653; + } + // tree 408 + if ( features[7] < 0.758685 ) { + if ( features[11] < 1.84601 ) { + sum += 0.00014883; + } else { + sum += -0.00014883; + } + } else { + sum += -0.00014883; + } + // tree 409 + if ( features[1] < -0.30431 ) { + if ( features[11] < 1.17355 ) { + sum += 0.000176958; + } else { + sum += -0.000176958; + } + } else { + if ( features[8] < 1.82785 ) { + sum += -0.000176958; + } else { + sum += 0.000176958; + } + } + // tree 410 + if ( features[1] < -0.100321 ) { + if ( features[6] < -2.5465 ) { + sum += 0.000192953; + } else { + sum += -0.000192953; + } + } else { + if ( features[9] < 1.91817 ) { + sum += -0.000192953; + } else { + sum += 0.000192953; + } + } + // tree 411 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.712255 ) { + sum += -0.000169816; + } else { + sum += 0.000169816; + } + } else { + sum += -0.000169816; + } + // tree 412 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000172266; + } else { + sum += 0.000172266; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000172266; + } else { + sum += -0.000172266; + } + } + // tree 413 + if ( features[1] < -0.30431 ) { + if ( features[11] < 1.17355 ) { + sum += 0.000174665; + } else { + sum += -0.000174665; + } + } else { + if ( features[7] < 0.784128 ) { + sum += 0.000174665; + } else { + sum += -0.000174665; + } + } + // tree 414 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000174358; + } else { + sum += -0.000174358; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000174358; + } else { + sum += 0.000174358; + } + } + // tree 415 + if ( features[1] < -0.100321 ) { + if ( features[8] < 1.7472 ) { + sum += 0.000203977; + } else { + sum += -0.000203977; + } + } else { + if ( features[8] < 1.87348 ) { + sum += -0.000203977; + } else { + sum += 0.000203977; + } + } + // tree 416 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000173359; + } else { + sum += -0.000173359; + } + } else { + if ( features[7] < 0.784128 ) { + sum += 0.000173359; + } else { + sum += -0.000173359; + } + } + // tree 417 + if ( features[1] < -0.30431 ) { + if ( features[2] < 0.444798 ) { + sum += 0.000173028; + } else { + sum += -0.000173028; + } + } else { + if ( features[9] < 1.87289 ) { + sum += -0.000173028; + } else { + sum += 0.000173028; + } + } + // tree 418 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000173077; + } else { + sum += -0.000173077; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000173077; + } else { + sum += 0.000173077; + } + } + // tree 419 + if ( features[7] < 0.721911 ) { + if ( features[1] < -0.712255 ) { + sum += -0.000171432; + } else { + sum += 0.000171432; + } + } else { + if ( features[4] < -1.46626 ) { + sum += 0.000171432; + } else { + sum += -0.000171432; + } + } + // tree 420 + if ( features[1] < -0.100321 ) { + if ( features[8] < 1.7472 ) { + sum += 0.000146439; + } else { + sum += -0.000146439; + } + } else { + sum += 0.000146439; + } + // tree 421 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000171961; + } else { + sum += -0.000171961; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000171961; + } else { + sum += 0.000171961; + } + } + // tree 422 + if ( features[9] < 2.16313 ) { + if ( features[7] < 0.480746 ) { + sum += 0.000194198; + } else { + sum += -0.000194198; + } + } else { + if ( features[5] < 0.660665 ) { + sum += 0.000194198; + } else { + sum += -0.000194198; + } + } + // tree 423 + if ( features[1] < -0.30431 ) { + if ( features[11] < 1.17355 ) { + sum += 0.000174197; + } else { + sum += -0.000174197; + } + } else { + if ( features[9] < 1.87289 ) { + sum += -0.000174197; + } else { + sum += 0.000174197; + } + } + // tree 424 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.00017133; + } else { + sum += -0.00017133; + } + } else { + if ( features[7] < 0.784128 ) { + sum += 0.00017133; + } else { + sum += -0.00017133; + } + } + // tree 425 + if ( features[7] < 0.758685 ) { + if ( features[12] < 4.92369 ) { + sum += 0.000161088; + } else { + sum += -0.000161088; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000161088; + } else { + sum += -0.000161088; + } + } + // tree 426 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000168273; + } else { + sum += 0.000168273; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000168273; + } else { + sum += -0.000168273; + } + } + // tree 427 + if ( features[1] < -0.100321 ) { + if ( features[8] < 1.7472 ) { + sum += 0.000201164; + } else { + sum += -0.000201164; + } + } else { + if ( features[9] < 1.91817 ) { + sum += -0.000201164; + } else { + sum += 0.000201164; + } + } + // tree 428 + if ( features[1] < -0.100321 ) { + if ( features[6] < -0.597362 ) { + sum += -0.00015748; + } else { + sum += 0.00015748; + } + } else { + if ( features[5] < 0.525308 ) { + sum += 0.00015748; + } else { + sum += -0.00015748; + } + } + // tree 429 + if ( features[1] < -0.30431 ) { + if ( features[11] < 1.17355 ) { + sum += 0.000170973; + } else { + sum += -0.000170973; + } + } else { + if ( features[7] < 0.784128 ) { + sum += 0.000170973; + } else { + sum += -0.000170973; + } + } + // tree 430 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 0.000166155; + } else { + sum += -0.000166155; + } + } else { + if ( features[7] < 0.501208 ) { + sum += 0.000166155; + } else { + sum += -0.000166155; + } + } + // tree 431 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000167157; + } else { + sum += -0.000167157; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000167157; + } else { + sum += -0.000167157; + } + } + // tree 432 + if ( features[1] < -0.100321 ) { + if ( features[9] < 1.77604 ) { + sum += 0.000149754; + } else { + sum += -0.000149754; + } + } else { + if ( features[12] < 4.81552 ) { + sum += 0.000149754; + } else { + sum += -0.000149754; + } + } + // tree 433 + if ( features[1] < -0.30431 ) { + if ( features[3] < 0.0161237 ) { + sum += 0.000166955; + } else { + sum += -0.000166955; + } + } else { + if ( features[9] < 1.87289 ) { + sum += -0.000166955; + } else { + sum += 0.000166955; + } + } + // tree 434 + if ( features[12] < 4.57639 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000168555; + } else { + sum += -0.000168555; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000168555; + } else { + sum += 0.000168555; + } + } + // tree 435 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000156595; + } else { + sum += 0.000156595; + } + } else { + if ( features[4] < -2.16593 ) { + sum += 0.000156595; + } else { + sum += -0.000156595; + } + } + // tree 436 + if ( features[1] < -0.100321 ) { + if ( features[8] < 1.7472 ) { + sum += 0.000159648; + } else { + sum += -0.000159648; + } + } else { + if ( features[6] < -0.645187 ) { + sum += 0.000159648; + } else { + sum += -0.000159648; + } + } + // tree 437 + if ( features[7] < 0.758685 ) { + if ( features[7] < 0.375527 ) { + sum += -0.00017677; + } else { + sum += 0.00017677; + } + } else { + sum += -0.00017677; + } + // tree 438 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.594689 ) { + sum += -0.000167586; + } else { + sum += 0.000167586; + } + } else { + if ( features[7] < 0.721895 ) { + sum += 0.000167586; + } else { + sum += -0.000167586; + } + } + // tree 439 + if ( features[5] < 0.784599 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000179022; + } else { + sum += 0.000179022; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000179022; + } else { + sum += -0.000179022; + } + } + // tree 440 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000170055; + } else { + sum += -0.000170055; + } + } else { + if ( features[9] < 1.87289 ) { + sum += -0.000170055; + } else { + sum += 0.000170055; + } + } + // tree 441 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 0.000167041; + } else { + sum += -0.000167041; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.000167041; + } else { + sum += 0.000167041; + } + } + // tree 442 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.32813 ) { + sum += 0.000169057; + } else { + sum += -0.000169057; + } + } else { + if ( features[6] < -0.645762 ) { + sum += 0.000169057; + } else { + sum += -0.000169057; + } + } + // tree 443 + if ( features[7] < 0.758685 ) { + if ( features[12] < 4.92369 ) { + sum += 0.000157446; + } else { + sum += -0.000157446; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000157446; + } else { + sum += -0.000157446; + } + } + // tree 444 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.594689 ) { + sum += -0.000166173; + } else { + sum += 0.000166173; + } + } else { + if ( features[7] < 0.721895 ) { + sum += 0.000166173; + } else { + sum += -0.000166173; + } + } + // tree 445 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000164794; + } else { + sum += 0.000164794; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000164794; + } else { + sum += 0.000164794; + } + } + // tree 446 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.358911 ) { + sum += -0.000214426; + } else { + sum += 0.000214426; + } + } else { + if ( features[5] < 0.474183 ) { + sum += 0.000214426; + } else { + sum += -0.000214426; + } + } + // tree 447 + if ( features[7] < 0.758685 ) { + if ( features[7] < 0.375527 ) { + sum += -0.00017881; + } else { + sum += 0.00017881; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.00017881; + } else { + sum += -0.00017881; + } + } + // tree 448 + if ( features[1] < -0.100321 ) { + if ( features[8] < 1.7472 ) { + sum += 0.000196971; + } else { + sum += -0.000196971; + } + } else { + if ( features[8] < 1.87348 ) { + sum += -0.000196971; + } else { + sum += 0.000196971; + } + } + // tree 449 + if ( features[1] < -0.30431 ) { + if ( features[3] < 0.0161237 ) { + sum += 0.000164158; + } else { + sum += -0.000164158; + } + } else { + if ( features[8] < 1.82785 ) { + sum += -0.000164158; + } else { + sum += 0.000164158; + } + } + // tree 450 + if ( features[12] < 4.57639 ) { + if ( features[7] < 0.984038 ) { + sum += 0.00016292; + } else { + sum += -0.00016292; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.00016292; + } else { + sum += -0.00016292; + } + } + // tree 451 + if ( features[5] < 0.628848 ) { + if ( features[7] < 0.354096 ) { + sum += -0.000168776; + } else { + sum += 0.000168776; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000168776; + } else { + sum += -0.000168776; + } + } + // tree 452 + if ( features[1] < -0.100321 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000196825; + } else { + sum += 0.000196825; + } + } else { + if ( features[9] < 1.91817 ) { + sum += -0.000196825; + } else { + sum += 0.000196825; + } + } + // tree 453 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000206522; + } else { + sum += 0.000206522; + } + } else { + if ( features[9] < 2.64704 ) { + sum += -0.000206522; + } else { + sum += 0.000206522; + } + } + // tree 454 + if ( features[1] < -0.100321 ) { + if ( features[9] < 1.77604 ) { + sum += 0.000197866; + } else { + sum += -0.000197866; + } + } else { + if ( features[9] < 1.91817 ) { + sum += -0.000197866; + } else { + sum += 0.000197866; + } + } + // tree 455 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000161419; + } else { + sum += 0.000161419; + } + } else { + if ( features[5] < 0.420913 ) { + sum += 0.000161419; + } else { + sum += -0.000161419; + } + } + // tree 456 + if ( features[4] < -1.29629 ) { + if ( features[1] < -0.406259 ) { + sum += -0.000159415; + } else { + sum += 0.000159415; + } + } else { + if ( features[2] < 0.444798 ) { + sum += 0.000159415; + } else { + sum += -0.000159415; + } + } + // tree 457 + if ( features[7] < 0.501269 ) { + sum += 0.000162724; + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000162724; + } else { + sum += -0.000162724; + } + } + // tree 458 + if ( features[1] < -0.100321 ) { + if ( features[9] < 1.77604 ) { + sum += 0.000166203; + } else { + sum += -0.000166203; + } + } else { + if ( features[5] < 0.525308 ) { + sum += 0.000166203; + } else { + sum += -0.000166203; + } + } + // tree 459 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000163991; + } else { + sum += 0.000163991; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000163991; + } else { + sum += 0.000163991; + } + } + // tree 460 + if ( features[1] < -0.100321 ) { + if ( features[8] < 1.7472 ) { + sum += 0.000193711; + } else { + sum += -0.000193711; + } + } else { + if ( features[8] < 1.87348 ) { + sum += -0.000193711; + } else { + sum += 0.000193711; + } + } + // tree 461 + if ( features[7] < 0.758685 ) { + if ( features[7] < 0.375527 ) { + sum += -0.000176412; + } else { + sum += 0.000176412; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000176412; + } else { + sum += -0.000176412; + } + } + // tree 462 + if ( features[7] < 0.501269 ) { + sum += 0.00016176; + } else { + if ( features[12] < 4.33725 ) { + sum += 0.00016176; + } else { + sum += -0.00016176; + } + } + // tree 463 + if ( features[7] < 0.501269 ) { + sum += 0.000158583; + } else { + if ( features[5] < 0.474183 ) { + sum += 0.000158583; + } else { + sum += -0.000158583; + } + } + // tree 464 + if ( features[1] < -0.30431 ) { + if ( features[1] < -0.4425 ) { + sum += -0.000159137; + } else { + sum += 0.000159137; + } + } else { + if ( features[5] < 0.576931 ) { + sum += 0.000159137; + } else { + sum += -0.000159137; + } + } + // tree 465 + if ( features[1] < -0.30431 ) { + if ( features[2] < 0.444798 ) { + sum += 0.000167549; + } else { + sum += -0.000167549; + } + } else { + if ( features[9] < 1.87289 ) { + sum += -0.000167549; + } else { + sum += 0.000167549; + } + } + // tree 466 + if ( features[5] < 0.628848 ) { + if ( features[7] < 0.354096 ) { + sum += -0.00016513; + } else { + sum += 0.00016513; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.00016513; + } else { + sum += -0.00016513; + } + } + // tree 467 + if ( features[1] < -0.30431 ) { + if ( features[4] < -2.16603 ) { + sum += 0.000156342; + } else { + sum += -0.000156342; + } + } else { + if ( features[5] < 0.576931 ) { + sum += 0.000156342; + } else { + sum += -0.000156342; + } + } + // tree 468 + if ( features[7] < 0.758685 ) { + if ( features[7] < 0.375527 ) { + sum += -0.000174989; + } else { + sum += 0.000174989; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000174989; + } else { + sum += -0.000174989; + } + } + // tree 469 + if ( features[1] < -0.30431 ) { + if ( features[11] < 1.17355 ) { + sum += 0.000167522; + } else { + sum += -0.000167522; + } + } else { + if ( features[9] < 1.87289 ) { + sum += -0.000167522; + } else { + sum += 0.000167522; + } + } + // tree 470 + if ( features[8] < 2.24069 ) { + if ( features[10] < -27.4207 ) { + sum += 0.00015319; + } else { + sum += -0.00015319; + } + } else { + if ( features[5] < 0.761407 ) { + sum += 0.00015319; + } else { + sum += -0.00015319; + } + } + // tree 471 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000208078; + } else { + sum += 0.000208078; + } + } else { + if ( features[1] < 0.205661 ) { + sum += -0.000208078; + } else { + sum += 0.000208078; + } + } + // tree 472 + if ( features[1] < -0.30431 ) { + if ( features[4] < -2.16603 ) { + sum += 0.000154975; + } else { + sum += -0.000154975; + } + } else { + if ( features[7] < 0.784128 ) { + sum += 0.000154975; + } else { + sum += -0.000154975; + } + } + // tree 473 + if ( features[7] < 0.758685 ) { + sum += 0.000121792; + } else { + if ( features[4] < -0.0782437 ) { + sum += -0.000121792; + } else { + sum += 0.000121792; + } + } + // tree 474 + if ( features[1] < -0.100321 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000195291; + } else { + sum += 0.000195291; + } + } else { + if ( features[9] < 1.91817 ) { + sum += -0.000195291; + } else { + sum += 0.000195291; + } + } + // tree 475 + sum += 6.21874e-05; + // tree 476 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000165658; + } else { + sum += -0.000165658; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000165658; + } else { + sum += -0.000165658; + } + } + // tree 477 + if ( features[5] < 0.628848 ) { + if ( features[9] < 2.16313 ) { + sum += -0.000170917; + } else { + sum += 0.000170917; + } + } else { + if ( features[7] < 0.47715 ) { + sum += 0.000170917; + } else { + sum += -0.000170917; + } + } + // tree 478 + if ( features[5] < 0.628848 ) { + if ( features[12] < 4.69595 ) { + sum += 0.000147412; + } else { + sum += -0.000147412; + } + } else { + if ( features[2] < 0.444703 ) { + sum += 0.000147412; + } else { + sum += -0.000147412; + } + } + // tree 479 + if ( features[12] < 4.57639 ) { + if ( features[5] < 0.732682 ) { + sum += 0.0001597; + } else { + sum += -0.0001597; + } + } else { + if ( features[1] < 0.140235 ) { + sum += -0.0001597; + } else { + sum += 0.0001597; + } + } + // tree 480 + if ( features[7] < 0.758685 ) { + if ( features[1] < -0.712255 ) { + sum += -0.000165333; + } else { + sum += 0.000165333; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000165333; + } else { + sum += -0.000165333; + } + } + // tree 481 + if ( features[9] < 2.16313 ) { + if ( features[4] < -1.99199 ) { + sum += 0.000166257; + } else { + sum += -0.000166257; + } + } else { + if ( features[5] < 0.660665 ) { + sum += 0.000166257; + } else { + sum += -0.000166257; + } + } + // tree 482 + if ( features[9] < 2.16313 ) { + if ( features[12] < 4.08991 ) { + sum += 0.00017456; + } else { + sum += -0.00017456; + } + } else { + if ( features[7] < 0.354174 ) { + sum += -0.00017456; + } else { + sum += 0.00017456; + } + } + // tree 483 + if ( features[1] < -0.100321 ) { + if ( features[7] < 0.390948 ) { + sum += -0.00019415; + } else { + sum += 0.00019415; + } + } else { + if ( features[8] < 1.87348 ) { + sum += -0.00019415; + } else { + sum += 0.00019415; + } + } + // tree 484 + if ( features[12] < 4.57639 ) { + if ( features[1] < -0.712287 ) { + sum += -0.000156024; + } else { + sum += 0.000156024; + } + } else { + if ( features[7] < 0.501208 ) { + sum += 0.000156024; + } else { + sum += -0.000156024; + } + } + // tree 485 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000209092; + } else { + sum += 0.000209092; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000209092; + } else { + sum += -0.000209092; + } + } + // tree 486 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000157718; + } else { + sum += 0.000157718; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.000157718; + } else { + sum += 0.000157718; + } + } + // tree 487 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000206063; + } else { + sum += 0.000206063; + } + } else { + if ( features[5] < 0.474183 ) { + sum += 0.000206063; + } else { + sum += -0.000206063; + } + } + // tree 488 + if ( features[5] < 0.628848 ) { + if ( features[9] < 2.16313 ) { + sum += -0.000165524; + } else { + sum += 0.000165524; + } + } else { + if ( features[2] < 0.444703 ) { + sum += 0.000165524; + } else { + sum += -0.000165524; + } + } + // tree 489 + if ( features[1] < -0.100321 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000154795; + } else { + sum += 0.000154795; + } + } else { + if ( features[6] < -0.645187 ) { + sum += 0.000154795; + } else { + sum += -0.000154795; + } + } + // tree 490 + if ( features[9] < 2.16313 ) { + if ( features[4] < -1.99199 ) { + sum += 0.000164296; + } else { + sum += -0.000164296; + } + } else { + if ( features[0] < 1.68308 ) { + sum += -0.000164296; + } else { + sum += 0.000164296; + } + } + // tree 491 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000207723; + } else { + sum += 0.000207723; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000207723; + } else { + sum += -0.000207723; + } + } + // tree 492 + if ( features[1] < -0.100321 ) { + if ( features[8] < 1.7472 ) { + sum += 0.000190002; + } else { + sum += -0.000190002; + } + } else { + if ( features[8] < 1.87348 ) { + sum += -0.000190002; + } else { + sum += 0.000190002; + } + } + // tree 493 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000181184; + } else { + sum += 0.000181184; + } + } else { + if ( features[5] < 0.474183 ) { + sum += 0.000181184; + } else { + sum += -0.000181184; + } + } + // tree 494 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.00017962; + } else { + sum += -0.00017962; + } + } else { + if ( features[5] < 0.626749 ) { + sum += 0.00017962; + } else { + sum += -0.00017962; + } + } + // tree 495 + if ( features[12] < 4.93509 ) { + if ( features[9] < 1.87281 ) { + sum += -0.000130459; + } else { + sum += 0.000130459; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000130459; + } else { + sum += -0.000130459; + } + } + // tree 496 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000162727; + } else { + sum += 0.000162727; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000162727; + } else { + sum += -0.000162727; + } + } + // tree 497 + if ( features[1] < -0.100321 ) { + if ( features[4] < -1.99208 ) { + sum += 0.000161536; + } else { + sum += -0.000161536; + } + } else { + if ( features[7] < 0.853416 ) { + sum += 0.000161536; + } else { + sum += -0.000161536; + } + } + // tree 498 + if ( features[7] < 0.758685 ) { + if ( features[12] < 4.92369 ) { + sum += 0.000149574; + } else { + sum += -0.000149574; + } + } else { + if ( features[4] < -0.0782437 ) { + sum += -0.000149574; + } else { + sum += 0.000149574; + } + } + // tree 499 + if ( features[1] < -0.100321 ) { + if ( features[9] < 1.77604 ) { + sum += 0.000160874; + } else { + sum += -0.000160874; + } + } else { + if ( features[5] < 0.525308 ) { + sum += 0.000160874; + } else { + sum += -0.000160874; + } + } + // tree 500 + if ( features[8] < 2.24069 ) { + if ( features[6] < -0.88487 ) { + sum += -0.000130804; + } else { + sum += 0.000130804; + } + } else { + if ( features[4] < -0.948464 ) { + sum += 0.000130804; + } else { + sum += -0.000130804; + } + } + // tree 501 + if ( features[0] < 1.68308 ) { + sum += -0.000149564; + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000149564; + } else { + sum += 0.000149564; + } + } + // tree 502 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000145874; + } else { + sum += 0.000145874; + } + } else { + sum += -0.000145874; + } + // tree 503 + if ( features[6] < -0.231447 ) { + if ( features[1] < -0.100296 ) { + sum += -0.000138004; + } else { + sum += 0.000138004; + } + } else { + if ( features[9] < 1.99097 ) { + sum += 0.000138004; + } else { + sum += -0.000138004; + } + } + // tree 504 + if ( features[7] < 0.501269 ) { + sum += 0.000151448; + } else { + if ( features[1] < 0.205661 ) { + sum += -0.000151448; + } else { + sum += 0.000151448; + } + } + // tree 505 + if ( features[1] < -0.100321 ) { + if ( features[0] < 1.7255 ) { + sum += -0.000122271; + } else { + sum += 0.000122271; + } + } else { + if ( features[12] < 4.81552 ) { + sum += 0.000122271; + } else { + sum += -0.000122271; + } + } + // tree 506 + if ( features[1] < -0.100321 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000166869; + } else { + sum += 0.000166869; + } + } else { + if ( features[7] < 0.853416 ) { + sum += 0.000166869; + } else { + sum += -0.000166869; + } + } + // tree 507 + if ( features[12] < 4.93509 ) { + if ( features[5] < 0.784599 ) { + sum += 0.000151828; + } else { + sum += -0.000151828; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000151828; + } else { + sum += 0.000151828; + } + } + // tree 508 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000180752; + } else { + sum += 0.000180752; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000180752; + } else { + sum += -0.000180752; + } + } + // tree 509 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000204804; + } else { + sum += 0.000204804; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000204804; + } else { + sum += -0.000204804; + } + } + // tree 510 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000201546; + } else { + sum += 0.000201546; + } + } else { + if ( features[1] < 0.205661 ) { + sum += -0.000201546; + } else { + sum += 0.000201546; + } + } + // tree 511 + if ( features[1] < -0.100321 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000191541; + } else { + sum += 0.000191541; + } + } else { + if ( features[9] < 1.91817 ) { + sum += -0.000191541; + } else { + sum += 0.000191541; + } + } + // tree 512 + if ( features[5] < 0.628848 ) { + if ( features[8] < 2.19164 ) { + sum += -0.00016195; + } else { + sum += 0.00016195; + } + } else { + if ( features[7] < 0.47715 ) { + sum += 0.00016195; + } else { + sum += -0.00016195; + } + } + // tree 513 + if ( features[8] < 2.24069 ) { + if ( features[8] < 1.89444 ) { + sum += -0.000136356; + } else { + sum += 0.000136356; + } + } else { + if ( features[7] < 0.795458 ) { + sum += 0.000136356; + } else { + sum += -0.000136356; + } + } + // tree 514 + if ( features[1] < -0.100321 ) { + if ( features[8] < 1.7472 ) { + sum += 0.000187077; + } else { + sum += -0.000187077; + } + } else { + if ( features[9] < 1.91817 ) { + sum += -0.000187077; + } else { + sum += 0.000187077; + } + } + // tree 515 + if ( features[1] < -0.100321 ) { + if ( features[9] < 1.77604 ) { + sum += 0.00015845; + } else { + sum += -0.00015845; + } + } else { + if ( features[5] < 0.525308 ) { + sum += 0.00015845; + } else { + sum += -0.00015845; + } + } + // tree 516 + if ( features[1] < -0.508299 ) { + if ( features[3] < 0.0161237 ) { + sum += 0.000165854; + } else { + sum += -0.000165854; + } + } else { + if ( features[7] < 0.740518 ) { + sum += 0.000165854; + } else { + sum += -0.000165854; + } + } + // tree 517 + if ( features[7] < 0.758685 ) { + if ( features[7] < 0.375527 ) { + sum += -0.000168972; + } else { + sum += 0.000168972; + } + } else { + if ( features[4] < -0.0782437 ) { + sum += -0.000168972; + } else { + sum += 0.000168972; + } + } + // tree 518 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.93509 ) { + sum += 0.000145623; + } else { + sum += -0.000145623; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 0.000145623; + } else { + sum += -0.000145623; + } + } + // tree 519 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000202303; + } else { + sum += 0.000202303; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000202303; + } else { + sum += -0.000202303; + } + } + // tree 520 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000194038; + } else { + sum += 0.000194038; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -0.000194038; + } else { + sum += 0.000194038; + } + } + // tree 521 + if ( features[1] < -0.100321 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000151904; + } else { + sum += 0.000151904; + } + } else { + if ( features[6] < -0.645187 ) { + sum += 0.000151904; + } else { + sum += -0.000151904; + } + } + // tree 522 + if ( features[1] < -0.100321 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000164049; + } else { + sum += 0.000164049; + } + } else { + if ( features[7] < 0.853416 ) { + sum += 0.000164049; + } else { + sum += -0.000164049; + } + } + // tree 523 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000177561; + } else { + sum += 0.000177561; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000177561; + } else { + sum += -0.000177561; + } + } + // tree 524 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000198388; + } else { + sum += 0.000198388; + } + } else { + if ( features[1] < 0.205661 ) { + sum += -0.000198388; + } else { + sum += 0.000198388; + } + } + // tree 525 + if ( features[12] < 4.93509 ) { + if ( features[0] < 1.68308 ) { + sum += -0.000131545; + } else { + sum += 0.000131545; + } + } else { + if ( features[7] < 0.511327 ) { + sum += 0.000131545; + } else { + sum += -0.000131545; + } + } + // tree 526 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000199333; + } else { + sum += 0.000199333; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000199333; + } else { + sum += -0.000199333; + } + } + // tree 527 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000199525; + } else { + sum += 0.000199525; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000199525; + } else { + sum += -0.000199525; + } + } + // tree 528 + if ( features[1] < -0.100321 ) { + if ( features[9] < 1.77604 ) { + sum += 0.00018719; + } else { + sum += -0.00018719; + } + } else { + if ( features[9] < 1.91817 ) { + sum += -0.00018719; + } else { + sum += 0.00018719; + } + } + // tree 529 + if ( features[1] < -0.30431 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000128035; + } else { + sum += -0.000128035; + } + } else { + sum += 0.000128035; + } + // tree 530 + if ( features[1] < -0.100321 ) { + if ( features[8] < 1.7472 ) { + sum += 0.000183655; + } else { + sum += -0.000183655; + } + } else { + if ( features[9] < 1.91817 ) { + sum += -0.000183655; + } else { + sum += 0.000183655; + } + } + // tree 531 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000159129; + } else { + sum += 0.000159129; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000159129; + } else { + sum += 0.000159129; + } + } + // tree 532 + if ( features[7] < 0.758685 ) { + if ( features[1] < -0.712255 ) { + sum += -0.000158609; + } else { + sum += 0.000158609; + } + } else { + if ( features[4] < -0.0782437 ) { + sum += -0.000158609; + } else { + sum += 0.000158609; + } + } + // tree 533 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.501269 ) { + sum += 0.000157565; + } else { + sum += -0.000157565; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000157565; + } else { + sum += 0.000157565; + } + } + // tree 534 + if ( features[12] < 4.93509 ) { + if ( features[9] < 1.87281 ) { + sum += -0.000123654; + } else { + sum += 0.000123654; + } + } else { + sum += -0.000123654; + } + // tree 535 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.501269 ) { + sum += 0.000164989; + } else { + sum += -0.000164989; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000164989; + } else { + sum += -0.000164989; + } + } + // tree 536 + if ( features[7] < 0.758685 ) { + if ( features[12] < 4.92369 ) { + sum += 0.000144622; + } else { + sum += -0.000144622; + } + } else { + if ( features[4] < -0.0782437 ) { + sum += -0.000144622; + } else { + sum += 0.000144622; + } + } + // tree 537 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000154871; + } else { + sum += 0.000154871; + } + } else { + if ( features[9] < 2.34153 ) { + sum += -0.000154871; + } else { + sum += 0.000154871; + } + } + // tree 538 + if ( features[1] < 0.103667 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000156469; + } else { + sum += -0.000156469; + } + } else { + if ( features[9] < 2.1009 ) { + sum += -0.000156469; + } else { + sum += 0.000156469; + } + } + // tree 539 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 0.000136147; + } else { + sum += -0.000136147; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000136147; + } else { + sum += -0.000136147; + } + } + // tree 540 + if ( features[1] < -0.100321 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000181939; + } else { + sum += -0.000181939; + } + } else { + if ( features[8] < 1.87348 ) { + sum += -0.000181939; + } else { + sum += 0.000181939; + } + } + // tree 541 + if ( features[7] < 0.758685 ) { + if ( features[7] < 0.375527 ) { + sum += -0.00016108; + } else { + sum += 0.00016108; + } + } else { + if ( features[11] < 1.29587 ) { + sum += -0.00016108; + } else { + sum += 0.00016108; + } + } + // tree 542 + if ( features[9] < 1.87281 ) { + if ( features[3] < 0.0161237 ) { + sum += 0.000163122; + } else { + sum += -0.000163122; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000163122; + } else { + sum += 0.000163122; + } + } + // tree 543 + if ( features[2] < 0.821394 ) { + if ( features[12] < 4.93509 ) { + sum += 0.00012346; + } else { + sum += -0.00012346; + } + } else { + if ( features[2] < 1.16763 ) { + sum += 0.00012346; + } else { + sum += -0.00012346; + } + } + // tree 544 + if ( features[1] < -0.508299 ) { + if ( features[7] < 0.390938 ) { + sum += -0.00015037; + } else { + sum += 0.00015037; + } + } else { + if ( features[8] < 1.72464 ) { + sum += -0.00015037; + } else { + sum += 0.00015037; + } + } + // tree 545 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.501269 ) { + sum += 0.000164244; + } else { + sum += -0.000164244; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000164244; + } else { + sum += -0.000164244; + } + } + // tree 546 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000172026; + } else { + sum += 0.000172026; + } + } else { + if ( features[5] < 0.474183 ) { + sum += 0.000172026; + } else { + sum += -0.000172026; + } + } + // tree 547 + if ( features[1] < 0.103667 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000168424; + } else { + sum += -0.000168424; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000168424; + } else { + sum += -0.000168424; + } + } + // tree 548 + if ( features[1] < -0.508299 ) { + if ( features[2] < -0.308475 ) { + sum += 0.000158396; + } else { + sum += -0.000158396; + } + } else { + if ( features[7] < 0.740518 ) { + sum += 0.000158396; + } else { + sum += -0.000158396; + } + } + // tree 549 + if ( features[4] < -1.29629 ) { + if ( features[12] < 4.57639 ) { + sum += 0.000134839; + } else { + sum += -0.000134839; + } + } else { + if ( features[6] < -2.30015 ) { + sum += 0.000134839; + } else { + sum += -0.000134839; + } + } + // tree 550 + if ( features[1] < -0.508299 ) { + if ( features[3] < 0.0161237 ) { + sum += 0.000145065; + } else { + sum += -0.000145065; + } + } else { + if ( features[5] < 0.784599 ) { + sum += 0.000145065; + } else { + sum += -0.000145065; + } + } + // tree 551 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000172317; + } else { + sum += 0.000172317; + } + } else { + if ( features[7] < 0.736147 ) { + sum += 0.000172317; + } else { + sum += -0.000172317; + } + } + // tree 552 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.366608 ) { + sum += -0.000122642; + } else { + sum += 0.000122642; + } + } else { + if ( features[3] < 0.174737 ) { + sum += -0.000122642; + } else { + sum += 0.000122642; + } + } + // tree 553 + if ( features[1] < 0.103667 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000159121; + } else { + sum += -0.000159121; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000159121; + } else { + sum += 0.000159121; + } + } + // tree 554 + if ( features[1] < -0.508299 ) { + if ( features[3] < 0.0161237 ) { + sum += 0.000159453; + } else { + sum += -0.000159453; + } + } else { + if ( features[7] < 0.740518 ) { + sum += 0.000159453; + } else { + sum += -0.000159453; + } + } + // tree 555 + if ( features[12] < 4.93509 ) { + if ( features[0] < 1.68308 ) { + sum += -0.000132932; + } else { + sum += 0.000132932; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000132932; + } else { + sum += 0.000132932; + } + } + // tree 556 + if ( features[1] < 0.103667 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000146701; + } else { + sum += -0.000146701; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000146701; + } else { + sum += -0.000146701; + } + } + // tree 557 + if ( features[1] < 0.103667 ) { + if ( features[11] < 1.17355 ) { + sum += 0.000134969; + } else { + sum += -0.000134969; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000134969; + } else { + sum += -0.000134969; + } + } + // tree 558 + if ( features[1] < 0.103667 ) { + if ( features[3] < 0.0161237 ) { + sum += 0.000119661; + } else { + sum += -0.000119661; + } + } else { + if ( features[9] < 2.1009 ) { + sum += -0.000119661; + } else { + sum += 0.000119661; + } + } + // tree 559 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000144949; + } else { + sum += 0.000144949; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000144949; + } else { + sum += -0.000144949; + } + } + // tree 560 + if ( features[7] < 0.501269 ) { + if ( features[12] < 4.80458 ) { + sum += 0.000147636; + } else { + sum += -0.000147636; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000147636; + } else { + sum += -0.000147636; + } + } + // tree 561 + if ( features[12] < 4.93509 ) { + if ( features[3] < 0.0967294 ) { + sum += 0.000133774; + } else { + sum += -0.000133774; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000133774; + } else { + sum += -0.000133774; + } + } + // tree 562 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 0.000149067; + } else { + sum += -0.000149067; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000149067; + } else { + sum += -0.000149067; + } + } + // tree 563 + if ( features[1] < 0.103667 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000144149; + } else { + sum += -0.000144149; + } + } else { + sum += 0.000144149; + } + // tree 564 + if ( features[1] < 0.103667 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000137492; + } else { + sum += -0.000137492; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000137492; + } else { + sum += 0.000137492; + } + } + // tree 565 + if ( features[1] < -0.508299 ) { + if ( features[3] < 0.0161237 ) { + sum += 0.000155371; + } else { + sum += -0.000155371; + } + } else { + if ( features[9] < 1.87289 ) { + sum += -0.000155371; + } else { + sum += 0.000155371; + } + } + // tree 566 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000155607; + } else { + sum += 0.000155607; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000155607; + } else { + sum += -0.000155607; + } + } + // tree 567 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.501269 ) { + sum += 0.000153083; + } else { + sum += -0.000153083; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000153083; + } else { + sum += 0.000153083; + } + } + // tree 568 + if ( features[5] < 0.628848 ) { + if ( features[8] < 2.19164 ) { + sum += -0.000154895; + } else { + sum += 0.000154895; + } + } else { + if ( features[7] < 0.47715 ) { + sum += 0.000154895; + } else { + sum += -0.000154895; + } + } + // tree 569 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.00014474; + } else { + sum += 0.00014474; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.00014474; + } else { + sum += 0.00014474; + } + } + // tree 570 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.00015565; + } else { + sum += 0.00015565; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.00015565; + } else { + sum += -0.00015565; + } + } + // tree 571 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000188072; + } else { + sum += 0.000188072; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -0.000188072; + } else { + sum += 0.000188072; + } + } + // tree 572 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000155821; + } else { + sum += 0.000155821; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000155821; + } else { + sum += 0.000155821; + } + } + // tree 573 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000148986; + } else { + sum += 0.000148986; + } + } else { + sum += -0.000148986; + } + // tree 574 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -0.000169425; + } else { + sum += 0.000169425; + } + } else { + if ( features[7] < 0.511069 ) { + sum += 0.000169425; + } else { + sum += -0.000169425; + } + } + // tree 575 + if ( features[5] < 0.473096 ) { + if ( features[7] < 0.353762 ) { + sum += -0.000149196; + } else { + sum += 0.000149196; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 0.000149196; + } else { + sum += -0.000149196; + } + } + // tree 576 + if ( features[4] < -1.29629 ) { + if ( features[5] < 0.754354 ) { + sum += 0.000136869; + } else { + sum += -0.000136869; + } + } else { + if ( features[7] < 0.485316 ) { + sum += 0.000136869; + } else { + sum += -0.000136869; + } + } + // tree 577 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000143189; + } else { + sum += -0.000143189; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000143189; + } else { + sum += -0.000143189; + } + } + // tree 578 + if ( features[1] < 0.103667 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000163352; + } else { + sum += -0.000163352; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000163352; + } else { + sum += -0.000163352; + } + } + // tree 579 + if ( features[1] < 0.103667 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000148078; + } else { + sum += -0.000148078; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000148078; + } else { + sum += -0.000148078; + } + } + // tree 580 + if ( features[1] < 0.103667 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000140792; + } else { + sum += -0.000140792; + } + } else { + sum += 0.000140792; + } + // tree 581 + if ( features[1] < 0.103667 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000161098; + } else { + sum += -0.000161098; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000161098; + } else { + sum += -0.000161098; + } + } + // tree 582 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.32813 ) { + sum += 0.000170852; + } else { + sum += -0.000170852; + } + } else { + if ( features[0] < 1.68308 ) { + sum += -0.000170852; + } else { + sum += 0.000170852; + } + } + // tree 583 + if ( features[1] < -0.508299 ) { + if ( features[9] < 1.76783 ) { + sum += 0.000150212; + } else { + sum += -0.000150212; + } + } else { + if ( features[8] < 1.72464 ) { + sum += -0.000150212; + } else { + sum += 0.000150212; + } + } + // tree 584 + if ( features[1] < 0.103667 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000151928; + } else { + sum += -0.000151928; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000151928; + } else { + sum += 0.000151928; + } + } + // tree 585 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.00014992; + } else { + sum += 0.00014992; + } + } else { + if ( features[5] < 0.784977 ) { + sum += 0.00014992; + } else { + sum += -0.00014992; + } + } + // tree 586 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.501269 ) { + sum += 0.000150157; + } else { + sum += -0.000150157; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000150157; + } else { + sum += 0.000150157; + } + } + // tree 587 + if ( features[8] < 2.24069 ) { + if ( features[4] < -1.99199 ) { + sum += 0.000153347; + } else { + sum += -0.000153347; + } + } else { + if ( features[7] < 0.795458 ) { + sum += 0.000153347; + } else { + sum += -0.000153347; + } + } + // tree 588 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000139737; + } else { + sum += -0.000139737; + } + } else { + if ( features[7] < 0.721895 ) { + sum += 0.000139737; + } else { + sum += -0.000139737; + } + } + // tree 589 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.08991 ) { + sum += 0.000171988; + } else { + sum += -0.000171988; + } + } else { + if ( features[5] < 0.761407 ) { + sum += 0.000171988; + } else { + sum += -0.000171988; + } + } + // tree 590 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -0.000165833; + } else { + sum += 0.000165833; + } + } else { + if ( features[7] < 0.511069 ) { + sum += 0.000165833; + } else { + sum += -0.000165833; + } + } + // tree 591 + if ( features[1] < -0.508299 ) { + if ( features[1] < -0.745193 ) { + sum += -0.000148561; + } else { + sum += 0.000148561; + } + } else { + if ( features[8] < 1.72464 ) { + sum += -0.000148561; + } else { + sum += 0.000148561; + } + } + // tree 592 + if ( features[4] < -1.29629 ) { + if ( features[5] < 0.754354 ) { + sum += 0.000129709; + } else { + sum += -0.000129709; + } + } else { + if ( features[6] < -2.30015 ) { + sum += 0.000129709; + } else { + sum += -0.000129709; + } + } + // tree 593 + if ( features[0] < 1.68308 ) { + if ( features[5] < 0.993434 ) { + sum += -0.000142483; + } else { + sum += 0.000142483; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.000142483; + } else { + sum += 0.000142483; + } + } + // tree 594 + if ( features[0] < 1.68308 ) { + if ( features[5] < 0.993434 ) { + sum += -0.00011394; + } else { + sum += 0.00011394; + } + } else { + if ( features[3] < 0.128972 ) { + sum += 0.00011394; + } else { + sum += -0.00011394; + } + } + // tree 595 + if ( features[7] < 0.354174 ) { + sum += -0.000142689; + } else { + if ( features[5] < 0.784977 ) { + sum += 0.000142689; + } else { + sum += -0.000142689; + } + } + // tree 596 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000181027; + } else { + sum += -0.000181027; + } + } else { + if ( features[7] < 0.736147 ) { + sum += 0.000181027; + } else { + sum += -0.000181027; + } + } + // tree 597 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000167622; + } else { + sum += -0.000167622; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000167622; + } else { + sum += -0.000167622; + } + } + // tree 598 + if ( features[7] < 0.354174 ) { + sum += -0.000147166; + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000147166; + } else { + sum += -0.000147166; + } + } + // tree 599 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.501269 ) { + sum += 0.000155963; + } else { + sum += -0.000155963; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000155963; + } else { + sum += -0.000155963; + } + } + return sum; +} diff --git a/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_600-899.cpp b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_600-899.cpp new file mode 100644 index 000000000..52d739805 --- /dev/null +++ b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_600-899.cpp @@ -0,0 +1,4074 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include <vector> + +#include "../SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" + +/* @brief a BDT implementation, returning the sum of all tree weights given + * a feature vector + */ +double SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1::tree_2( const std::vector<double>& features ) const { + double sum = 0; + + // tree 600 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000146369; + } else { + sum += 0.000146369; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.000146369; + } else { + sum += 0.000146369; + } + } + // tree 601 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.501269 ) { + sum += 0.000134424; + } else { + sum += -0.000134424; + } + } else { + sum += 0.000134424; + } + // tree 602 + if ( features[7] < 0.354174 ) { + sum += -0.000110187; + } else { + if ( features[3] < 0.0967294 ) { + sum += 0.000110187; + } else { + sum += -0.000110187; + } + } + // tree 603 + if ( features[1] < 0.103667 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000149848; + } else { + sum += -0.000149848; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000149848; + } else { + sum += 0.000149848; + } + } + // tree 604 + if ( features[1] < 0.103667 ) { + if ( features[10] < -27.4195 ) { + sum += 0.00014175; + } else { + sum += -0.00014175; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.00014175; + } else { + sum += -0.00014175; + } + } + // tree 605 + if ( features[1] < 0.103667 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000148788; + } else { + sum += -0.000148788; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000148788; + } else { + sum += 0.000148788; + } + } + // tree 606 + if ( features[1] < 0.103667 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000156099; + } else { + sum += -0.000156099; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000156099; + } else { + sum += -0.000156099; + } + } + // tree 607 + if ( features[7] < 0.354174 ) { + sum += -0.000146136; + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000146136; + } else { + sum += -0.000146136; + } + } + // tree 608 + if ( features[5] < 0.473096 ) { + if ( features[7] < 0.353762 ) { + sum += -0.000118627; + } else { + sum += 0.000118627; + } + } else { + if ( features[10] < -27.4195 ) { + sum += 0.000118627; + } else { + sum += -0.000118627; + } + } + // tree 609 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000139144; + } else { + sum += 0.000139144; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000139144; + } else { + sum += -0.000139144; + } + } + // tree 610 + if ( features[12] < 4.93509 ) { + if ( features[3] < 0.0967294 ) { + sum += 0.000131253; + } else { + sum += -0.000131253; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000131253; + } else { + sum += 0.000131253; + } + } + // tree 611 + if ( features[7] < 0.354174 ) { + sum += -0.000108826; + } else { + if ( features[3] < 0.0967294 ) { + sum += 0.000108826; + } else { + sum += -0.000108826; + } + } + // tree 612 + if ( features[1] < 0.103667 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000134158; + } else { + sum += -0.000134158; + } + } else { + sum += 0.000134158; + } + // tree 613 + if ( features[4] < -1.29629 ) { + if ( features[8] < 1.8937 ) { + sum += -0.000135301; + } else { + sum += 0.000135301; + } + } else { + if ( features[2] < 0.633096 ) { + sum += 0.000135301; + } else { + sum += -0.000135301; + } + } + // tree 614 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0644723 ) { + sum += 0.000145422; + } else { + sum += -0.000145422; + } + } else { + if ( features[5] < 0.474183 ) { + sum += 0.000145422; + } else { + sum += -0.000145422; + } + } + // tree 615 + if ( features[12] < 4.93509 ) { + if ( features[8] < 1.82785 ) { + sum += -0.000119099; + } else { + sum += 0.000119099; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000119099; + } else { + sum += 0.000119099; + } + } + // tree 616 + if ( features[0] < 1.68308 ) { + if ( features[7] < 0.402709 ) { + sum += -0.00013552; + } else { + sum += 0.00013552; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.00013552; + } else { + sum += 0.00013552; + } + } + // tree 617 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000141448; + } else { + sum += -0.000141448; + } + } else { + if ( features[9] < 2.1009 ) { + sum += -0.000141448; + } else { + sum += 0.000141448; + } + } + // tree 618 + if ( features[4] < -1.29629 ) { + if ( features[1] < -0.406259 ) { + sum += -0.000141719; + } else { + sum += 0.000141719; + } + } else { + if ( features[7] < 0.485316 ) { + sum += 0.000141719; + } else { + sum += -0.000141719; + } + } + // tree 619 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000178329; + } else { + sum += -0.000178329; + } + } else { + if ( features[7] < 0.736147 ) { + sum += 0.000178329; + } else { + sum += -0.000178329; + } + } + // tree 620 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000138606; + } else { + sum += -0.000138606; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.000138606; + } else { + sum += 0.000138606; + } + } + // tree 621 + if ( features[7] < 0.354174 ) { + sum += -0.000143941; + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000143941; + } else { + sum += -0.000143941; + } + } + // tree 622 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000133321; + } else { + sum += -0.000133321; + } + } else { + sum += 0.000133321; + } + // tree 623 + if ( features[1] < 0.103667 ) { + if ( features[10] < -27.4195 ) { + sum += 0.000139578; + } else { + sum += -0.000139578; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000139578; + } else { + sum += -0.000139578; + } + } + // tree 624 + if ( features[11] < 1.84612 ) { + if ( features[5] < 0.473096 ) { + sum += 0.000104479; + } else { + sum += -0.000104479; + } + } else { + sum += -0.000104479; + } + // tree 625 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -0.000140267; + } else { + sum += 0.000140267; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.000140267; + } else { + sum += 0.000140267; + } + } + // tree 626 + if ( features[4] < -1.29629 ) { + if ( features[1] < -0.406259 ) { + sum += -0.000136488; + } else { + sum += 0.000136488; + } + } else { + if ( features[6] < -2.30015 ) { + sum += 0.000136488; + } else { + sum += -0.000136488; + } + } + // tree 627 + if ( features[4] < -1.29629 ) { + if ( features[12] < 4.57639 ) { + sum += 0.00013287; + } else { + sum += -0.00013287; + } + } else { + if ( features[7] < 0.485316 ) { + sum += 0.00013287; + } else { + sum += -0.00013287; + } + } + // tree 628 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000161998; + } else { + sum += 0.000161998; + } + } else { + if ( features[7] < 0.736147 ) { + sum += 0.000161998; + } else { + sum += -0.000161998; + } + } + // tree 629 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000157205; + } else { + sum += -0.000157205; + } + } else { + if ( features[5] < 0.784977 ) { + sum += 0.000157205; + } else { + sum += -0.000157205; + } + } + // tree 630 + if ( features[12] < 4.93509 ) { + if ( features[12] < 4.64526 ) { + sum += 0.000116075; + } else { + sum += -0.000116075; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000116075; + } else { + sum += 0.000116075; + } + } + // tree 631 + if ( features[7] < 0.354174 ) { + sum += -0.000143346; + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000143346; + } else { + sum += -0.000143346; + } + } + // tree 632 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000160672; + } else { + sum += 0.000160672; + } + } else { + if ( features[7] < 0.736147 ) { + sum += 0.000160672; + } else { + sum += -0.000160672; + } + } + // tree 633 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000144141; + } else { + sum += 0.000144141; + } + } else { + if ( features[7] < 0.721895 ) { + sum += 0.000144141; + } else { + sum += -0.000144141; + } + } + // tree 634 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000162029; + } else { + sum += -0.000162029; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000162029; + } else { + sum += -0.000162029; + } + } + // tree 635 + if ( features[1] < 0.103667 ) { + if ( features[4] < -1.99208 ) { + sum += 0.000119531; + } else { + sum += -0.000119531; + } + } else { + sum += 0.000119531; + } + // tree 636 + if ( features[11] < 1.84612 ) { + if ( features[12] < 4.93509 ) { + sum += 0.000105888; + } else { + sum += -0.000105888; + } + } else { + sum += -0.000105888; + } + // tree 637 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.501269 ) { + sum += 0.000131205; + } else { + sum += -0.000131205; + } + } else { + sum += 0.000131205; + } + // tree 638 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000144634; + } else { + sum += -0.000144634; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000144634; + } else { + sum += 0.000144634; + } + } + // tree 639 + if ( features[7] < 0.354174 ) { + if ( features[5] < 0.275788 ) { + sum += 0.000125082; + } else { + sum += -0.000125082; + } + } else { + if ( features[6] < -0.231447 ) { + sum += 0.000125082; + } else { + sum += -0.000125082; + } + } + // tree 640 + if ( features[5] < 0.473096 ) { + if ( features[8] < 2.17759 ) { + sum += -0.000113627; + } else { + sum += 0.000113627; + } + } else { + if ( features[0] < 1.99219 ) { + sum += 0.000113627; + } else { + sum += -0.000113627; + } + } + // tree 641 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000162187; + } else { + sum += -0.000162187; + } + } else { + if ( features[5] < 0.626749 ) { + sum += 0.000162187; + } else { + sum += -0.000162187; + } + } + // tree 642 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000138468; + } else { + sum += 0.000138468; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000138468; + } else { + sum += -0.000138468; + } + } + // tree 643 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000151916; + } else { + sum += -0.000151916; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000151916; + } else { + sum += -0.000151916; + } + } + // tree 644 + if ( features[1] < 0.103667 ) { + if ( features[4] < -1.99208 ) { + sum += 0.000117918; + } else { + sum += -0.000117918; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 0.000117918; + } else { + sum += -0.000117918; + } + } + // tree 645 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000139166; + } else { + sum += 0.000139166; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -0.000139166; + } else { + sum += 0.000139166; + } + } + // tree 646 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 0.000141696; + } else { + sum += -0.000141696; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000141696; + } else { + sum += -0.000141696; + } + } + // tree 647 + if ( features[12] < 4.93509 ) { + if ( features[9] < 1.87281 ) { + sum += -0.000119504; + } else { + sum += 0.000119504; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000119504; + } else { + sum += 0.000119504; + } + } + // tree 648 + if ( features[12] < 4.93509 ) { + if ( features[8] < 1.82785 ) { + sum += -0.000111343; + } else { + sum += 0.000111343; + } + } else { + if ( features[9] < 2.34153 ) { + sum += -0.000111343; + } else { + sum += 0.000111343; + } + } + // tree 649 + if ( features[9] < 1.87281 ) { + if ( features[7] < 0.469546 ) { + sum += 0.000181693; + } else { + sum += -0.000181693; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.000181693; + } else { + sum += 0.000181693; + } + } + // tree 650 + if ( features[7] < 0.354174 ) { + sum += -0.00015418; + } else { + if ( features[7] < 0.736147 ) { + sum += 0.00015418; + } else { + sum += -0.00015418; + } + } + // tree 651 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000145025; + } else { + sum += 0.000145025; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000145025; + } else { + sum += -0.000145025; + } + } + // tree 652 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000180495; + } else { + sum += 0.000180495; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -0.000180495; + } else { + sum += 0.000180495; + } + } + // tree 653 + if ( features[5] < 0.473096 ) { + sum += 0.000133125; + } else { + if ( features[7] < 0.478265 ) { + sum += 0.000133125; + } else { + sum += -0.000133125; + } + } + // tree 654 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000144538; + } else { + sum += 0.000144538; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000144538; + } else { + sum += -0.000144538; + } + } + // tree 655 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000134729; + } else { + sum += -0.000134729; + } + } else { + if ( features[5] < 0.473405 ) { + sum += 0.000134729; + } else { + sum += -0.000134729; + } + } + // tree 656 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000150183; + } else { + sum += 0.000150183; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000150183; + } else { + sum += -0.000150183; + } + } + // tree 657 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000139547; + } else { + sum += 0.000139547; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.000139547; + } else { + sum += 0.000139547; + } + } + // tree 658 + if ( features[1] < 0.103667 ) { + if ( features[11] < 1.17355 ) { + sum += 0.000115065; + } else { + sum += -0.000115065; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000115065; + } else { + sum += -0.000115065; + } + } + // tree 659 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.00018067; + } else { + sum += 0.00018067; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.00018067; + } else { + sum += -0.00018067; + } + } + // tree 660 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000150054; + } else { + sum += -0.000150054; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000150054; + } else { + sum += -0.000150054; + } + } + // tree 661 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000171427; + } else { + sum += -0.000171427; + } + } else { + if ( features[7] < 0.736147 ) { + sum += 0.000171427; + } else { + sum += -0.000171427; + } + } + // tree 662 + if ( features[0] < 1.68308 ) { + if ( features[5] < 0.993434 ) { + sum += -0.000135507; + } else { + sum += 0.000135507; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.000135507; + } else { + sum += 0.000135507; + } + } + // tree 663 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000151905; + } else { + sum += -0.000151905; + } + } else { + if ( features[5] < 0.784977 ) { + sum += 0.000151905; + } else { + sum += -0.000151905; + } + } + // tree 664 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000139013; + } else { + sum += 0.000139013; + } + } else { + sum += -0.000139013; + } + // tree 665 + if ( features[4] < -1.29629 ) { + sum += 0.000120287; + } else { + if ( features[2] < 0.633096 ) { + sum += 0.000120287; + } else { + sum += -0.000120287; + } + } + // tree 666 + if ( features[12] < 4.93509 ) { + if ( features[5] < 0.784599 ) { + sum += 0.000124915; + } else { + sum += -0.000124915; + } + } else { + sum += -0.000124915; + } + // tree 667 + if ( features[1] < 0.103667 ) { + if ( features[11] < 1.17355 ) { + sum += 0.000118779; + } else { + sum += -0.000118779; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000118779; + } else { + sum += 0.000118779; + } + } + // tree 668 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -0.000134437; + } else { + sum += 0.000134437; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 0.000134437; + } else { + sum += -0.000134437; + } + } + // tree 669 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000169791; + } else { + sum += -0.000169791; + } + } else { + if ( features[7] < 0.736147 ) { + sum += 0.000169791; + } else { + sum += -0.000169791; + } + } + // tree 670 + if ( features[6] < -0.231447 ) { + if ( features[5] < 0.48452 ) { + sum += 0.000116766; + } else { + sum += -0.000116766; + } + } else { + if ( features[2] < 0.444703 ) { + sum += 0.000116766; + } else { + sum += -0.000116766; + } + } + // tree 671 + if ( features[7] < 0.354174 ) { + sum += -0.000138338; + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000138338; + } else { + sum += -0.000138338; + } + } + // tree 672 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.00017686; + } else { + sum += 0.00017686; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -0.00017686; + } else { + sum += 0.00017686; + } + } + // tree 673 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000131618; + } else { + sum += -0.000131618; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 0.000131618; + } else { + sum += -0.000131618; + } + } + // tree 674 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 0.000119442; + } else { + sum += -0.000119442; + } + } else { + sum += 0.000119442; + } + // tree 675 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -0.000133453; + } else { + sum += 0.000133453; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 0.000133453; + } else { + sum += -0.000133453; + } + } + // tree 676 + if ( features[7] < 0.354174 ) { + if ( features[5] < 0.275788 ) { + sum += 0.000139215; + } else { + sum += -0.000139215; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000139215; + } else { + sum += -0.000139215; + } + } + // tree 677 + if ( features[4] < -1.29629 ) { + if ( features[0] < 1.68517 ) { + sum += -0.000130578; + } else { + sum += 0.000130578; + } + } else { + if ( features[2] < 0.633096 ) { + sum += 0.000130578; + } else { + sum += -0.000130578; + } + } + // tree 678 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -0.000139694; + } else { + sum += 0.000139694; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000139694; + } else { + sum += 0.000139694; + } + } + // tree 679 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 0.000126335; + } else { + sum += -0.000126335; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000126335; + } else { + sum += 0.000126335; + } + } + // tree 680 + if ( features[0] < 1.68308 ) { + if ( features[12] < 4.33725 ) { + sum += 0.000130556; + } else { + sum += -0.000130556; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.000130556; + } else { + sum += 0.000130556; + } + } + // tree 681 + if ( features[3] < 0.0967294 ) { + if ( features[8] < 1.51822 ) { + sum += -0.000101613; + } else { + sum += 0.000101613; + } + } else { + if ( features[7] < 0.538043 ) { + sum += 0.000101613; + } else { + sum += -0.000101613; + } + } + // tree 682 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 0.000134908; + } else { + sum += -0.000134908; + } + } else { + if ( features[9] < 2.64704 ) { + sum += -0.000134908; + } else { + sum += 0.000134908; + } + } + // tree 683 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000135579; + } else { + sum += 0.000135579; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000135579; + } else { + sum += 0.000135579; + } + } + // tree 684 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.0001354; + } else { + sum += 0.0001354; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.0001354; + } else { + sum += -0.0001354; + } + } + // tree 685 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000133093; + } else { + sum += -0.000133093; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -0.000133093; + } else { + sum += 0.000133093; + } + } + // tree 686 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000128012; + } else { + sum += -0.000128012; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 0.000128012; + } else { + sum += -0.000128012; + } + } + // tree 687 + if ( features[0] < 1.68308 ) { + if ( features[7] < 0.402709 ) { + sum += -0.00013254; + } else { + sum += 0.00013254; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.00013254; + } else { + sum += 0.00013254; + } + } + // tree 688 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000140071; + } else { + sum += 0.000140071; + } + } else { + if ( features[9] < 2.24593 ) { + sum += -0.000140071; + } else { + sum += 0.000140071; + } + } + // tree 689 + if ( features[12] < 4.93509 ) { + if ( features[4] < -1.47026 ) { + sum += 0.000122431; + } else { + sum += -0.000122431; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000122431; + } else { + sum += -0.000122431; + } + } + // tree 690 + if ( features[1] < 0.103667 ) { + if ( features[1] < -0.751769 ) { + sum += -0.000124393; + } else { + sum += 0.000124393; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000124393; + } else { + sum += -0.000124393; + } + } + // tree 691 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000155821; + } else { + sum += 0.000155821; + } + } else { + if ( features[9] < 2.64704 ) { + sum += -0.000155821; + } else { + sum += 0.000155821; + } + } + // tree 692 + if ( features[5] < 0.473096 ) { + if ( features[8] < 2.17759 ) { + sum += -0.00013609; + } else { + sum += 0.00013609; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 0.00013609; + } else { + sum += -0.00013609; + } + } + // tree 693 + if ( features[1] < 0.103667 ) { + if ( features[1] < -0.751769 ) { + sum += -0.000135887; + } else { + sum += 0.000135887; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000135887; + } else { + sum += -0.000135887; + } + } + // tree 694 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000177787; + } else { + sum += 0.000177787; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000177787; + } else { + sum += -0.000177787; + } + } + // tree 695 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.00011434; + } else { + sum += 0.00011434; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.00011434; + } else { + sum += 0.00011434; + } + } + // tree 696 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000127707; + } else { + sum += -0.000127707; + } + } else { + sum += 0.000127707; + } + // tree 697 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000147233; + } else { + sum += -0.000147233; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000147233; + } else { + sum += -0.000147233; + } + } + // tree 698 + if ( features[4] < -1.29629 ) { + if ( features[12] < 4.57639 ) { + sum += 0.00013718; + } else { + sum += -0.00013718; + } + } else { + if ( features[2] < 0.633096 ) { + sum += 0.00013718; + } else { + sum += -0.00013718; + } + } + // tree 699 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000139314; + } else { + sum += 0.000139314; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000139314; + } else { + sum += 0.000139314; + } + } + // tree 700 + if ( features[5] < 0.473096 ) { + if ( features[8] < 2.17759 ) { + sum += -0.000135284; + } else { + sum += 0.000135284; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 0.000135284; + } else { + sum += -0.000135284; + } + } + // tree 701 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000154687; + } else { + sum += -0.000154687; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000154687; + } else { + sum += -0.000154687; + } + } + // tree 702 + if ( features[0] < 1.68308 ) { + if ( features[5] < 0.993434 ) { + sum += -0.000131028; + } else { + sum += 0.000131028; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -0.000131028; + } else { + sum += 0.000131028; + } + } + // tree 703 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000144931; + } else { + sum += 0.000144931; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000144931; + } else { + sum += 0.000144931; + } + } + // tree 704 + if ( features[4] < -1.29629 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.000131616; + } else { + sum += 0.000131616; + } + } else { + if ( features[6] < -2.30015 ) { + sum += 0.000131616; + } else { + sum += -0.000131616; + } + } + // tree 705 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000174886; + } else { + sum += 0.000174886; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -0.000174886; + } else { + sum += 0.000174886; + } + } + // tree 706 + if ( features[1] < 0.103667 ) { + if ( features[4] < -1.99208 ) { + sum += 0.000134333; + } else { + sum += -0.000134333; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000134333; + } else { + sum += -0.000134333; + } + } + // tree 707 + if ( features[4] < -1.29629 ) { + if ( features[12] < 4.57639 ) { + sum += 0.000136427; + } else { + sum += -0.000136427; + } + } else { + if ( features[2] < 0.633096 ) { + sum += 0.000136427; + } else { + sum += -0.000136427; + } + } + // tree 708 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000133604; + } else { + sum += 0.000133604; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000133604; + } else { + sum += 0.000133604; + } + } + // tree 709 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 0.000130894; + } else { + sum += -0.000130894; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -0.000130894; + } else { + sum += 0.000130894; + } + } + // tree 710 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000137755; + } else { + sum += 0.000137755; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000137755; + } else { + sum += -0.000137755; + } + } + // tree 711 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 0.000137995; + } else { + sum += -0.000137995; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000137995; + } else { + sum += -0.000137995; + } + } + // tree 712 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000137893; + } else { + sum += 0.000137893; + } + } else { + if ( features[7] < 0.547541 ) { + sum += 0.000137893; + } else { + sum += -0.000137893; + } + } + // tree 713 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 0.000129643; + } else { + sum += -0.000129643; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000129643; + } else { + sum += 0.000129643; + } + } + // tree 714 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000133108; + } else { + sum += -0.000133108; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000133108; + } else { + sum += 0.000133108; + } + } + // tree 715 + if ( features[7] < 0.354174 ) { + sum += -0.000126995; + } else { + if ( features[5] < 0.784977 ) { + sum += 0.000126995; + } else { + sum += -0.000126995; + } + } + // tree 716 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -0.000140657; + } else { + sum += 0.000140657; + } + } else { + if ( features[4] < -1.81665 ) { + sum += 0.000140657; + } else { + sum += -0.000140657; + } + } + // tree 717 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000144084; + } else { + sum += 0.000144084; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000144084; + } else { + sum += 0.000144084; + } + } + // tree 718 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000144861; + } else { + sum += -0.000144861; + } + } else { + if ( features[5] < 0.784977 ) { + sum += 0.000144861; + } else { + sum += -0.000144861; + } + } + // tree 719 + if ( features[4] < -1.29629 ) { + if ( features[12] < 4.57639 ) { + sum += 0.000135622; + } else { + sum += -0.000135622; + } + } else { + if ( features[2] < 0.633096 ) { + sum += 0.000135622; + } else { + sum += -0.000135622; + } + } + // tree 720 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000135021; + } else { + sum += -0.000135021; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000135021; + } else { + sum += 0.000135021; + } + } + // tree 721 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000137063; + } else { + sum += -0.000137063; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000137063; + } else { + sum += 0.000137063; + } + } + // tree 722 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000143709; + } else { + sum += 0.000143709; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000143709; + } else { + sum += 0.000143709; + } + } + // tree 723 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000133255; + } else { + sum += -0.000133255; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000133255; + } else { + sum += -0.000133255; + } + } + // tree 724 + if ( features[7] < 0.501269 ) { + if ( features[12] < 4.80458 ) { + sum += 0.000114987; + } else { + sum += -0.000114987; + } + } else { + if ( features[2] < 0.444747 ) { + sum += 0.000114987; + } else { + sum += -0.000114987; + } + } + // tree 725 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000174536; + } else { + sum += 0.000174536; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000174536; + } else { + sum += -0.000174536; + } + } + // tree 726 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000135828; + } else { + sum += -0.000135828; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000135828; + } else { + sum += 0.000135828; + } + } + // tree 727 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.000181104; + } else { + sum += -0.000181104; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.000181104; + } else { + sum += 0.000181104; + } + } + // tree 728 + sum += 5.93981e-05; + // tree 729 + if ( features[9] < 1.87281 ) { + if ( features[3] < 0.0161237 ) { + sum += 0.000111918; + } else { + sum += -0.000111918; + } + } else { + if ( features[4] < -1.2963 ) { + sum += 0.000111918; + } else { + sum += -0.000111918; + } + } + // tree 730 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -0.000130728; + } else { + sum += 0.000130728; + } + } else { + if ( features[0] < 1.99219 ) { + sum += 0.000130728; + } else { + sum += -0.000130728; + } + } + // tree 731 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000143366; + } else { + sum += 0.000143366; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000143366; + } else { + sum += 0.000143366; + } + } + // tree 732 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000173483; + } else { + sum += 0.000173483; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000173483; + } else { + sum += -0.000173483; + } + } + // tree 733 + if ( features[4] < -1.29629 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.0001409; + } else { + sum += 0.0001409; + } + } else { + if ( features[2] < 0.633096 ) { + sum += 0.0001409; + } else { + sum += -0.0001409; + } + } + // tree 734 + if ( features[1] < 0.103667 ) { + if ( features[11] < 1.17355 ) { + sum += 0.000111311; + } else { + sum += -0.000111311; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000111311; + } else { + sum += -0.000111311; + } + } + // tree 735 + if ( features[7] < 0.501269 ) { + sum += 0.000128818; + } else { + if ( features[9] < 2.64704 ) { + sum += -0.000128818; + } else { + sum += 0.000128818; + } + } + // tree 736 + if ( features[7] < 0.354174 ) { + if ( features[5] < 0.275788 ) { + sum += 0.000125192; + } else { + sum += -0.000125192; + } + } else { + if ( features[5] < 0.784977 ) { + sum += 0.000125192; + } else { + sum += -0.000125192; + } + } + // tree 737 + if ( features[7] < 0.354174 ) { + sum += -0.000145306; + } else { + if ( features[7] < 0.736147 ) { + sum += 0.000145306; + } else { + sum += -0.000145306; + } + } + // tree 738 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000122438; + } else { + sum += 0.000122438; + } + } else { + if ( features[8] < 1.82785 ) { + sum += -0.000122438; + } else { + sum += 0.000122438; + } + } + // tree 739 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -0.000137894; + } else { + sum += 0.000137894; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 0.000137894; + } else { + sum += -0.000137894; + } + } + // tree 740 + if ( features[7] < 0.354174 ) { + if ( features[5] < 0.275788 ) { + sum += 0.000133084; + } else { + sum += -0.000133084; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000133084; + } else { + sum += -0.000133084; + } + } + // tree 741 + if ( features[7] < 0.354174 ) { + if ( features[5] < 0.275788 ) { + sum += 0.000145126; + } else { + sum += -0.000145126; + } + } else { + if ( features[7] < 0.736147 ) { + sum += 0.000145126; + } else { + sum += -0.000145126; + } + } + // tree 742 + if ( features[5] < 0.473096 ) { + sum += 0.000117362; + } else { + if ( features[12] < 3.85898 ) { + sum += 0.000117362; + } else { + sum += -0.000117362; + } + } + // tree 743 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000134558; + } else { + sum += -0.000134558; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000134558; + } else { + sum += 0.000134558; + } + } + // tree 744 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000145132; + } else { + sum += 0.000145132; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000145132; + } else { + sum += -0.000145132; + } + } + // tree 745 + if ( features[4] < -1.29629 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.000139979; + } else { + sum += 0.000139979; + } + } else { + if ( features[5] < 0.879737 ) { + sum += -0.000139979; + } else { + sum += 0.000139979; + } + } + // tree 746 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000131269; + } else { + sum += 0.000131269; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000131269; + } else { + sum += 0.000131269; + } + } + // tree 747 + if ( features[4] < -1.29629 ) { + if ( features[7] < 0.354165 ) { + sum += -0.000115158; + } else { + sum += 0.000115158; + } + } else { + if ( features[6] < -2.30015 ) { + sum += 0.000115158; + } else { + sum += -0.000115158; + } + } + // tree 748 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000172111; + } else { + sum += 0.000172111; + } + } else { + if ( features[9] < 2.64704 ) { + sum += -0.000172111; + } else { + sum += 0.000172111; + } + } + // tree 749 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000171088; + } else { + sum += 0.000171088; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000171088; + } else { + sum += -0.000171088; + } + } + // tree 750 + if ( features[7] < 0.354174 ) { + sum += -0.000118352; + } else { + if ( features[8] < 1.82785 ) { + sum += -0.000118352; + } else { + sum += 0.000118352; + } + } + // tree 751 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.93509 ) { + sum += 0.000115546; + } else { + sum += -0.000115546; + } + } else { + if ( features[9] < 2.15069 ) { + sum += -0.000115546; + } else { + sum += 0.000115546; + } + } + // tree 752 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000170814; + } else { + sum += 0.000170814; + } + } else { + if ( features[1] < 0.205661 ) { + sum += -0.000170814; + } else { + sum += 0.000170814; + } + } + // tree 753 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000113464; + } else { + sum += 0.000113464; + } + } else { + if ( features[4] < -1.29629 ) { + sum += 0.000113464; + } else { + sum += -0.000113464; + } + } + // tree 754 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 0.000133518; + } else { + sum += -0.000133518; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000133518; + } else { + sum += -0.000133518; + } + } + // tree 755 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.00014577; + } else { + sum += -0.00014577; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.00014577; + } else { + sum += 0.00014577; + } + } + // tree 756 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000132544; + } else { + sum += 0.000132544; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000132544; + } else { + sum += -0.000132544; + } + } + // tree 757 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000162938; + } else { + sum += 0.000162938; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 0.000162938; + } else { + sum += -0.000162938; + } + } + // tree 758 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 0.000121518; + } else { + sum += -0.000121518; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000121518; + } else { + sum += -0.000121518; + } + } + // tree 759 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000139627; + } else { + sum += -0.000139627; + } + } else { + if ( features[5] < 0.784977 ) { + sum += 0.000139627; + } else { + sum += -0.000139627; + } + } + // tree 760 + if ( features[12] < 4.93509 ) { + if ( features[8] < 1.51822 ) { + sum += -0.000108153; + } else { + sum += 0.000108153; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000108153; + } else { + sum += 0.000108153; + } + } + // tree 761 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000144552; + } else { + sum += 0.000144552; + } + } else { + if ( features[7] < 0.736147 ) { + sum += 0.000144552; + } else { + sum += -0.000144552; + } + } + // tree 762 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.00014445; + } else { + sum += -0.00014445; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.00014445; + } else { + sum += 0.00014445; + } + } + // tree 763 + if ( features[2] < 0.821394 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000138917; + } else { + sum += 0.000138917; + } + } else { + if ( features[12] < 4.57639 ) { + sum += 0.000138917; + } else { + sum += -0.000138917; + } + } + // tree 764 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -0.000127227; + } else { + sum += 0.000127227; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 0.000127227; + } else { + sum += -0.000127227; + } + } + // tree 765 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000133517; + } else { + sum += 0.000133517; + } + } else { + if ( features[9] < 2.24593 ) { + sum += -0.000133517; + } else { + sum += 0.000133517; + } + } + // tree 766 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 0.000117222; + } else { + sum += -0.000117222; + } + } else { + if ( features[5] < 0.473405 ) { + sum += 0.000117222; + } else { + sum += -0.000117222; + } + } + // tree 767 + if ( features[4] < -1.29629 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.000139457; + } else { + sum += 0.000139457; + } + } else { + if ( features[5] < 0.879737 ) { + sum += -0.000139457; + } else { + sum += 0.000139457; + } + } + // tree 768 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000166836; + } else { + sum += 0.000166836; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -0.000166836; + } else { + sum += 0.000166836; + } + } + // tree 769 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.501269 ) { + sum += 0.000141925; + } else { + sum += -0.000141925; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000141925; + } else { + sum += -0.000141925; + } + } + // tree 770 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000140764; + } else { + sum += 0.000140764; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 0.000140764; + } else { + sum += -0.000140764; + } + } + // tree 771 + if ( features[5] < 0.473096 ) { + if ( features[7] < 0.353762 ) { + sum += -0.000118806; + } else { + sum += 0.000118806; + } + } else { + if ( features[2] < 0.444703 ) { + sum += 0.000118806; + } else { + sum += -0.000118806; + } + } + // tree 772 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000121867; + } else { + sum += 0.000121867; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000121867; + } else { + sum += -0.000121867; + } + } + // tree 773 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000167036; + } else { + sum += 0.000167036; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000167036; + } else { + sum += -0.000167036; + } + } + // tree 774 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 0.000111776; + } else { + sum += -0.000111776; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 0.000111776; + } else { + sum += -0.000111776; + } + } + // tree 775 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000124048; + } else { + sum += -0.000124048; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -0.000124048; + } else { + sum += 0.000124048; + } + } + // tree 776 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.00013311; + } else { + sum += 0.00013311; + } + } else { + if ( features[5] < 0.891048 ) { + sum += -0.00013311; + } else { + sum += 0.00013311; + } + } + // tree 777 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000135171; + } else { + sum += 0.000135171; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 0.000135171; + } else { + sum += -0.000135171; + } + } + // tree 778 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.00016504; + } else { + sum += 0.00016504; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -0.00016504; + } else { + sum += 0.00016504; + } + } + // tree 779 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000152458; + } else { + sum += 0.000152458; + } + } else { + if ( features[2] < 0.633044 ) { + sum += 0.000152458; + } else { + sum += -0.000152458; + } + } + // tree 780 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000165858; + } else { + sum += 0.000165858; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000165858; + } else { + sum += 0.000165858; + } + } + // tree 781 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000167715; + } else { + sum += 0.000167715; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000167715; + } else { + sum += -0.000167715; + } + } + // tree 782 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000129773; + } else { + sum += 0.000129773; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000129773; + } else { + sum += 0.000129773; + } + } + // tree 783 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000144711; + } else { + sum += 0.000144711; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -0.000144711; + } else { + sum += 0.000144711; + } + } + // tree 784 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000131875; + } else { + sum += 0.000131875; + } + } else { + if ( features[5] < 0.891048 ) { + sum += -0.000131875; + } else { + sum += 0.000131875; + } + } + // tree 785 + if ( features[5] < 0.473096 ) { + sum += 0.000124519; + } else { + if ( features[7] < 0.478265 ) { + sum += 0.000124519; + } else { + sum += -0.000124519; + } + } + // tree 786 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000139637; + } else { + sum += -0.000139637; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000139637; + } else { + sum += -0.000139637; + } + } + // tree 787 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000164501; + } else { + sum += 0.000164501; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -0.000164501; + } else { + sum += 0.000164501; + } + } + // tree 788 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -0.000133832; + } else { + sum += 0.000133832; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 0.000133832; + } else { + sum += -0.000133832; + } + } + // tree 789 + if ( features[5] < 0.473096 ) { + if ( features[7] < 0.353762 ) { + sum += -0.000126042; + } else { + sum += 0.000126042; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 0.000126042; + } else { + sum += -0.000126042; + } + } + // tree 790 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000121095; + } else { + sum += -0.000121095; + } + } else { + if ( features[4] < -0.947812 ) { + sum += 0.000121095; + } else { + sum += -0.000121095; + } + } + // tree 791 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000126709; + } else { + sum += -0.000126709; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000126709; + } else { + sum += -0.000126709; + } + } + // tree 792 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -0.00012615; + } else { + sum += 0.00012615; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.00012615; + } else { + sum += 0.00012615; + } + } + // tree 793 + if ( features[1] < -0.712287 ) { + if ( features[5] < 0.940357 ) { + sum += -0.000130106; + } else { + sum += 0.000130106; + } + } else { + if ( features[7] < 0.550775 ) { + sum += 0.000130106; + } else { + sum += -0.000130106; + } + } + // tree 794 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000140058; + } else { + sum += 0.000140058; + } + } else { + if ( features[7] < 0.736147 ) { + sum += 0.000140058; + } else { + sum += -0.000140058; + } + } + // tree 795 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.00012627; + } else { + sum += 0.00012627; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.00012627; + } else { + sum += 0.00012627; + } + } + // tree 796 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -0.000145056; + } else { + sum += 0.000145056; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 0.000145056; + } else { + sum += -0.000145056; + } + } + // tree 797 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000144252; + } else { + sum += -0.000144252; + } + } else { + if ( features[4] < -1.2963 ) { + sum += 0.000144252; + } else { + sum += -0.000144252; + } + } + // tree 798 + if ( features[5] < 0.473096 ) { + sum += 0.000112132; + } else { + if ( features[12] < 3.85898 ) { + sum += 0.000112132; + } else { + sum += -0.000112132; + } + } + // tree 799 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000110041; + } else { + sum += 0.000110041; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000110041; + } else { + sum += -0.000110041; + } + } + // tree 800 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.00017668; + } else { + sum += -0.00017668; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.00017668; + } else { + sum += 0.00017668; + } + } + // tree 801 + if ( features[12] < 4.93509 ) { + if ( features[4] < -1.47026 ) { + sum += 0.000111819; + } else { + sum += -0.000111819; + } + } else { + if ( features[7] < 0.547541 ) { + sum += 0.000111819; + } else { + sum += -0.000111819; + } + } + // tree 802 + if ( features[0] < 1.68308 ) { + if ( features[5] < 0.993434 ) { + sum += -0.000129457; + } else { + sum += 0.000129457; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000129457; + } else { + sum += 0.000129457; + } + } + // tree 803 + if ( features[1] < -0.712287 ) { + if ( features[5] < 0.940357 ) { + sum += -0.000116615; + } else { + sum += 0.000116615; + } + } else { + if ( features[8] < 1.72464 ) { + sum += -0.000116615; + } else { + sum += 0.000116615; + } + } + // tree 804 + if ( features[2] < 0.821394 ) { + if ( features[8] < 2.24069 ) { + sum += -0.000129635; + } else { + sum += 0.000129635; + } + } else { + if ( features[7] < 0.626909 ) { + sum += 0.000129635; + } else { + sum += -0.000129635; + } + } + // tree 805 + if ( features[5] < 0.473096 ) { + if ( features[8] < 2.17759 ) { + sum += -0.000125321; + } else { + sum += 0.000125321; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 0.000125321; + } else { + sum += -0.000125321; + } + } + // tree 806 + if ( features[12] < 4.93509 ) { + if ( features[5] < 0.784599 ) { + sum += 0.000122884; + } else { + sum += -0.000122884; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000122884; + } else { + sum += 0.000122884; + } + } + // tree 807 + if ( features[1] < -0.712287 ) { + if ( features[8] < 2.3939 ) { + sum += -0.000122162; + } else { + sum += 0.000122162; + } + } else { + if ( features[7] < 0.767173 ) { + sum += 0.000122162; + } else { + sum += -0.000122162; + } + } + // tree 808 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000112409; + } else { + sum += 0.000112409; + } + } else { + if ( features[6] < -0.231447 ) { + sum += 0.000112409; + } else { + sum += -0.000112409; + } + } + // tree 809 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000129871; + } else { + sum += 0.000129871; + } + } else { + if ( features[8] < 2.26819 ) { + sum += -0.000129871; + } else { + sum += 0.000129871; + } + } + // tree 810 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000114721; + } else { + sum += 0.000114721; + } + } else { + if ( features[3] < 0.128972 ) { + sum += 0.000114721; + } else { + sum += -0.000114721; + } + } + // tree 811 + if ( features[6] < -0.231447 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000131307; + } else { + sum += 0.000131307; + } + } else { + if ( features[2] < 0.444703 ) { + sum += 0.000131307; + } else { + sum += -0.000131307; + } + } + // tree 812 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000123887; + } else { + sum += 0.000123887; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.000123887; + } else { + sum += 0.000123887; + } + } + // tree 813 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000114353; + } else { + sum += 0.000114353; + } + } else { + if ( features[8] < 1.82785 ) { + sum += -0.000114353; + } else { + sum += 0.000114353; + } + } + // tree 814 + if ( features[9] < 1.87281 ) { + if ( features[3] < 0.0322448 ) { + sum += 0.000107949; + } else { + sum += -0.000107949; + } + } else { + if ( features[4] < -1.2963 ) { + sum += 0.000107949; + } else { + sum += -0.000107949; + } + } + // tree 815 + if ( features[7] < 0.354174 ) { + if ( features[1] < -0.417165 ) { + sum += -0.000128081; + } else { + sum += 0.000128081; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000128081; + } else { + sum += -0.000128081; + } + } + // tree 816 + if ( features[4] < -1.29629 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.000139005; + } else { + sum += 0.000139005; + } + } else { + if ( features[5] < 0.879737 ) { + sum += -0.000139005; + } else { + sum += 0.000139005; + } + } + // tree 817 + if ( features[9] < 1.87281 ) { + if ( features[7] < 0.469546 ) { + sum += 0.000139302; + } else { + sum += -0.000139302; + } + } else { + if ( features[5] < 0.626749 ) { + sum += 0.000139302; + } else { + sum += -0.000139302; + } + } + // tree 818 + if ( features[7] < 0.354174 ) { + if ( features[2] < 0.493201 ) { + sum += -0.000126884; + } else { + sum += 0.000126884; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000126884; + } else { + sum += -0.000126884; + } + } + // tree 819 + if ( features[7] < 0.354174 ) { + if ( features[5] < 0.275788 ) { + sum += 0.000114161; + } else { + sum += -0.000114161; + } + } else { + if ( features[5] < 0.784977 ) { + sum += 0.000114161; + } else { + sum += -0.000114161; + } + } + // tree 820 + if ( features[7] < 0.354174 ) { + if ( features[5] < 0.275788 ) { + sum += 0.00012572; + } else { + sum += -0.00012572; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.00012572; + } else { + sum += -0.00012572; + } + } + // tree 821 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000117812; + } else { + sum += -0.000117812; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 0.000117812; + } else { + sum += -0.000117812; + } + } + // tree 822 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000123189; + } else { + sum += -0.000123189; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000123189; + } else { + sum += 0.000123189; + } + } + // tree 823 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000127643; + } else { + sum += 0.000127643; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000127643; + } else { + sum += 0.000127643; + } + } + // tree 824 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000139232; + } else { + sum += 0.000139232; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000139232; + } else { + sum += -0.000139232; + } + } + // tree 825 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000135881; + } else { + sum += 0.000135881; + } + } else { + if ( features[11] < 1.26963 ) { + sum += -0.000135881; + } else { + sum += 0.000135881; + } + } + // tree 826 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.000130014; + } else { + sum += 0.000130014; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000130014; + } else { + sum += -0.000130014; + } + } + // tree 827 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000138084; + } else { + sum += 0.000138084; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000138084; + } else { + sum += -0.000138084; + } + } + // tree 828 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000134758; + } else { + sum += 0.000134758; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000134758; + } else { + sum += 0.000134758; + } + } + // tree 829 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000130743; + } else { + sum += 0.000130743; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000130743; + } else { + sum += -0.000130743; + } + } + // tree 830 + if ( features[7] < 0.501269 ) { + sum += 0.000120815; + } else { + if ( features[8] < 2.65353 ) { + sum += -0.000120815; + } else { + sum += 0.000120815; + } + } + // tree 831 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000126349; + } else { + sum += 0.000126349; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000126349; + } else { + sum += 0.000126349; + } + } + // tree 832 + if ( features[7] < 0.501269 ) { + if ( features[11] < 1.66939 ) { + sum += 0.000129118; + } else { + sum += -0.000129118; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000129118; + } else { + sum += -0.000129118; + } + } + // tree 833 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000162392; + } else { + sum += 0.000162392; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000162392; + } else { + sum += -0.000162392; + } + } + // tree 834 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000162133; + } else { + sum += 0.000162133; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000162133; + } else { + sum += 0.000162133; + } + } + // tree 835 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.93509 ) { + sum += 0.000114384; + } else { + sum += -0.000114384; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 0.000114384; + } else { + sum += -0.000114384; + } + } + // tree 836 + if ( features[12] < 4.93509 ) { + if ( features[5] < 0.784599 ) { + sum += 0.000109475; + } else { + sum += -0.000109475; + } + } else { + if ( features[1] < -0.279702 ) { + sum += -0.000109475; + } else { + sum += 0.000109475; + } + } + // tree 837 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000126963; + } else { + sum += 0.000126963; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -0.000126963; + } else { + sum += 0.000126963; + } + } + // tree 838 + if ( features[12] < 4.93509 ) { + if ( features[5] < 0.784599 ) { + sum += 0.000120439; + } else { + sum += -0.000120439; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000120439; + } else { + sum += 0.000120439; + } + } + // tree 839 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000137392; + } else { + sum += 0.000137392; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000137392; + } else { + sum += -0.000137392; + } + } + // tree 840 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000127037; + } else { + sum += 0.000127037; + } + } else { + if ( features[9] < 2.24593 ) { + sum += -0.000127037; + } else { + sum += 0.000127037; + } + } + // tree 841 + if ( features[7] < 0.501269 ) { + sum += 0.000120867; + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000120867; + } else { + sum += 0.000120867; + } + } + // tree 842 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000118228; + } else { + sum += 0.000118228; + } + } else { + if ( features[5] < 0.891048 ) { + sum += -0.000118228; + } else { + sum += 0.000118228; + } + } + // tree 843 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 0.000120939; + } else { + sum += -0.000120939; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000120939; + } else { + sum += 0.000120939; + } + } + // tree 844 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000128794; + } else { + sum += 0.000128794; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000128794; + } else { + sum += 0.000128794; + } + } + // tree 845 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000123658; + } else { + sum += 0.000123658; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000123658; + } else { + sum += 0.000123658; + } + } + // tree 846 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000142228; + } else { + sum += 0.000142228; + } + } else { + if ( features[1] < 0.205661 ) { + sum += -0.000142228; + } else { + sum += 0.000142228; + } + } + // tree 847 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.00015989; + } else { + sum += 0.00015989; + } + } else { + if ( features[5] < 0.474183 ) { + sum += 0.00015989; + } else { + sum += -0.00015989; + } + } + // tree 848 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.98255 ) { + sum += 0.000115474; + } else { + sum += -0.000115474; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 0.000115474; + } else { + sum += -0.000115474; + } + } + // tree 849 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000117839; + } else { + sum += -0.000117839; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 0.000117839; + } else { + sum += -0.000117839; + } + } + // tree 850 + if ( features[7] < 0.501269 ) { + sum += 0.000119819; + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000119819; + } else { + sum += 0.000119819; + } + } + // tree 851 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000136065; + } else { + sum += 0.000136065; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000136065; + } else { + sum += -0.000136065; + } + } + // tree 852 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000123344; + } else { + sum += 0.000123344; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000123344; + } else { + sum += 0.000123344; + } + } + // tree 853 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000124185; + } else { + sum += -0.000124185; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000124185; + } else { + sum += 0.000124185; + } + } + // tree 854 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000127968; + } else { + sum += -0.000127968; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000127968; + } else { + sum += 0.000127968; + } + } + // tree 855 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000158163; + } else { + sum += 0.000158163; + } + } else { + if ( features[1] < 0.205661 ) { + sum += -0.000158163; + } else { + sum += 0.000158163; + } + } + // tree 856 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000134634; + } else { + sum += -0.000134634; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000134634; + } else { + sum += -0.000134634; + } + } + // tree 857 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000155833; + } else { + sum += 0.000155833; + } + } else { + if ( features[5] < 0.474183 ) { + sum += 0.000155833; + } else { + sum += -0.000155833; + } + } + // tree 858 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -0.000140338; + } else { + sum += 0.000140338; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 0.000140338; + } else { + sum += -0.000140338; + } + } + // tree 859 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000117471; + } else { + sum += 0.000117471; + } + } else { + sum += 0.000117471; + } + // tree 860 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000158827; + } else { + sum += 0.000158827; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000158827; + } else { + sum += 0.000158827; + } + } + // tree 861 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000122445; + } else { + sum += 0.000122445; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000122445; + } else { + sum += 0.000122445; + } + } + // tree 862 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000154107; + } else { + sum += 0.000154107; + } + } else { + if ( features[5] < 0.474183 ) { + sum += 0.000154107; + } else { + sum += -0.000154107; + } + } + // tree 863 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000137198; + } else { + sum += -0.000137198; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.000137198; + } else { + sum += 0.000137198; + } + } + // tree 864 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 0.000116474; + } else { + sum += -0.000116474; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 0.000116474; + } else { + sum += -0.000116474; + } + } + // tree 865 + if ( features[7] < 0.354174 ) { + if ( features[2] < 0.493201 ) { + sum += -0.000132023; + } else { + sum += 0.000132023; + } + } else { + if ( features[7] < 0.736147 ) { + sum += 0.000132023; + } else { + sum += -0.000132023; + } + } + // tree 866 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000127743; + } else { + sum += 0.000127743; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000127743; + } else { + sum += 0.000127743; + } + } + // tree 867 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000114528; + } else { + sum += -0.000114528; + } + } else { + sum += 0.000114528; + } + // tree 868 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 0.000124984; + } else { + sum += -0.000124984; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000124984; + } else { + sum += -0.000124984; + } + } + // tree 869 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000117521; + } else { + sum += 0.000117521; + } + } else { + if ( features[9] < 2.24593 ) { + sum += -0.000117521; + } else { + sum += 0.000117521; + } + } + // tree 870 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 0.000108955; + } else { + sum += -0.000108955; + } + } else { + if ( features[10] < -27.4258 ) { + sum += 0.000108955; + } else { + sum += -0.000108955; + } + } + // tree 871 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000126045; + } else { + sum += -0.000126045; + } + } else { + if ( features[5] < 0.784977 ) { + sum += 0.000126045; + } else { + sum += -0.000126045; + } + } + // tree 872 + if ( features[5] < 0.473096 ) { + if ( features[0] < 1.8397 ) { + sum += -0.000109907; + } else { + sum += 0.000109907; + } + } else { + if ( features[4] < -1.81665 ) { + sum += 0.000109907; + } else { + sum += -0.000109907; + } + } + // tree 873 + if ( features[1] < 0.103667 ) { + if ( features[1] < -0.751769 ) { + sum += -0.000106191; + } else { + sum += 0.000106191; + } + } else { + sum += 0.000106191; + } + // tree 874 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000147792; + } else { + sum += -0.000147792; + } + } else { + if ( features[7] < 0.736147 ) { + sum += 0.000147792; + } else { + sum += -0.000147792; + } + } + // tree 875 + if ( features[3] < 0.0967294 ) { + if ( features[1] < -0.717334 ) { + sum += -0.000105839; + } else { + sum += 0.000105839; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 0.000105839; + } else { + sum += -0.000105839; + } + } + // tree 876 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000138357; + } else { + sum += 0.000138357; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000138357; + } else { + sum += -0.000138357; + } + } + // tree 877 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000111094; + } else { + sum += 0.000111094; + } + } else { + if ( features[3] < 0.128972 ) { + sum += 0.000111094; + } else { + sum += -0.000111094; + } + } + // tree 878 + if ( features[1] < 0.103667 ) { + if ( features[8] < 2.01757 ) { + sum += 0.000124382; + } else { + sum += -0.000124382; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000124382; + } else { + sum += -0.000124382; + } + } + // tree 879 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000111193; + } else { + sum += 0.000111193; + } + } else { + sum += 0.000111193; + } + // tree 880 + if ( features[1] < 0.103667 ) { + if ( features[2] < -0.496694 ) { + sum += 0.00011657; + } else { + sum += -0.00011657; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.00011657; + } else { + sum += 0.00011657; + } + } + // tree 881 + if ( features[1] < 0.103667 ) { + if ( features[1] < -0.751769 ) { + sum += -0.000105244; + } else { + sum += 0.000105244; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 0.000105244; + } else { + sum += -0.000105244; + } + } + // tree 882 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 0.000124375; + } else { + sum += -0.000124375; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000124375; + } else { + sum += 0.000124375; + } + } + // tree 883 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -0.000110311; + } else { + sum += 0.000110311; + } + } else { + if ( features[0] < 1.99219 ) { + sum += 0.000110311; + } else { + sum += -0.000110311; + } + } + // tree 884 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000156291; + } else { + sum += 0.000156291; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000156291; + } else { + sum += -0.000156291; + } + } + // tree 885 + if ( features[7] < 0.354174 ) { + if ( features[4] < -1.91377 ) { + sum += 0.000138324; + } else { + sum += -0.000138324; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000138324; + } else { + sum += -0.000138324; + } + } + // tree 886 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.98255 ) { + sum += 0.000114509; + } else { + sum += -0.000114509; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 0.000114509; + } else { + sum += -0.000114509; + } + } + // tree 887 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000137535; + } else { + sum += 0.000137535; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000137535; + } else { + sum += 0.000137535; + } + } + // tree 888 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000134121; + } else { + sum += 0.000134121; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000134121; + } else { + sum += -0.000134121; + } + } + // tree 889 + if ( features[7] < 0.501269 ) { + if ( features[12] < 4.80458 ) { + sum += 0.000117958; + } else { + sum += -0.000117958; + } + } else { + if ( features[1] < 0.205661 ) { + sum += -0.000117958; + } else { + sum += 0.000117958; + } + } + // tree 890 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000155417; + } else { + sum += 0.000155417; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000155417; + } else { + sum += 0.000155417; + } + } + // tree 891 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000124226; + } else { + sum += 0.000124226; + } + } else { + if ( features[9] < 2.24593 ) { + sum += -0.000124226; + } else { + sum += 0.000124226; + } + } + // tree 892 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.0001357; + } else { + sum += 0.0001357; + } + } else { + if ( features[10] < -27.4258 ) { + sum += 0.0001357; + } else { + sum += -0.0001357; + } + } + // tree 893 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000131469; + } else { + sum += -0.000131469; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000131469; + } else { + sum += -0.000131469; + } + } + // tree 894 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000130974; + } else { + sum += 0.000130974; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000130974; + } else { + sum += 0.000130974; + } + } + // tree 895 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000133129; + } else { + sum += 0.000133129; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000133129; + } else { + sum += -0.000133129; + } + } + // tree 896 + if ( features[7] < 0.501269 ) { + if ( features[11] < 1.66939 ) { + sum += 0.000121707; + } else { + sum += -0.000121707; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -0.000121707; + } else { + sum += 0.000121707; + } + } + // tree 897 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000132627; + } else { + sum += 0.000132627; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000132627; + } else { + sum += -0.000132627; + } + } + // tree 898 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000154702; + } else { + sum += 0.000154702; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000154702; + } else { + sum += 0.000154702; + } + } + // tree 899 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000124622; + } else { + sum += 0.000124622; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000124622; + } else { + sum += -0.000124622; + } + } + return sum; +} diff --git a/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_900-1199.cpp b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_900-1199.cpp new file mode 100644 index 000000000..5afa432a2 --- /dev/null +++ b/Phys/FunctionalFlavourTagging/Classification/SSPion/weights/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1_900-1199.cpp @@ -0,0 +1,4134 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include <vector> + +#include "../SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" + +/* @brief a BDT implementation, returning the sum of all tree weights given + * a feature vector + */ +double SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1::tree_3( const std::vector<double>& features ) const { + double sum = 0; + + // tree 900 + if ( features[1] < 0.103667 ) { + if ( features[4] < -1.99208 ) { + sum += 0.000113791; + } else { + sum += -0.000113791; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000113791; + } else { + sum += 0.000113791; + } + } + // tree 901 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000121178; + } else { + sum += 0.000121178; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000121178; + } else { + sum += 0.000121178; + } + } + // tree 902 + if ( features[2] < 0.821394 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000144633; + } else { + sum += 0.000144633; + } + } else { + if ( features[7] < 0.626909 ) { + sum += 0.000144633; + } else { + sum += -0.000144633; + } + } + // tree 903 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000119196; + } else { + sum += -0.000119196; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000119196; + } else { + sum += 0.000119196; + } + } + // tree 904 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 0.000118658; + } else { + sum += -0.000118658; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 0.000118658; + } else { + sum += -0.000118658; + } + } + // tree 905 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000151347; + } else { + sum += 0.000151347; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000151347; + } else { + sum += 0.000151347; + } + } + // tree 906 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000121696; + } else { + sum += -0.000121696; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000121696; + } else { + sum += -0.000121696; + } + } + // tree 907 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 0.000118646; + } else { + sum += -0.000118646; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 0.000118646; + } else { + sum += -0.000118646; + } + } + // tree 908 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000144559; + } else { + sum += 0.000144559; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 0.000144559; + } else { + sum += -0.000144559; + } + } + // tree 909 + if ( features[12] < 4.93509 ) { + if ( features[4] < -1.47026 ) { + sum += 0.000111626; + } else { + sum += -0.000111626; + } + } else { + if ( features[5] < 0.891048 ) { + sum += -0.000111626; + } else { + sum += 0.000111626; + } + } + // tree 910 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.00011395; + } else { + sum += 0.00011395; + } + } else { + sum += 0.00011395; + } + // tree 911 + if ( features[8] < 1.82785 ) { + if ( features[6] < -0.811175 ) { + sum += -0.000146946; + } else { + sum += 0.000146946; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000146946; + } else { + sum += 0.000146946; + } + } + // tree 912 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000119672; + } else { + sum += 0.000119672; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000119672; + } else { + sum += 0.000119672; + } + } + // tree 913 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000129798; + } else { + sum += -0.000129798; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000129798; + } else { + sum += -0.000129798; + } + } + // tree 914 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000122755; + } else { + sum += 0.000122755; + } + } else { + if ( features[5] < 0.891048 ) { + sum += -0.000122755; + } else { + sum += 0.000122755; + } + } + // tree 915 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000153575; + } else { + sum += 0.000153575; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000153575; + } else { + sum += -0.000153575; + } + } + // tree 916 + if ( features[7] < 0.501269 ) { + if ( features[11] < 1.66939 ) { + sum += 0.000122137; + } else { + sum += -0.000122137; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000122137; + } else { + sum += -0.000122137; + } + } + // tree 917 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000130647; + } else { + sum += 0.000130647; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000130647; + } else { + sum += -0.000130647; + } + } + // tree 918 + if ( features[12] < 4.93509 ) { + if ( features[0] < 1.40059 ) { + sum += -0.000107009; + } else { + sum += 0.000107009; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000107009; + } else { + sum += -0.000107009; + } + } + // tree 919 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000109721; + } else { + sum += -0.000109721; + } + } else { + if ( features[5] < 0.473405 ) { + sum += 0.000109721; + } else { + sum += -0.000109721; + } + } + // tree 920 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000119959; + } else { + sum += 0.000119959; + } + } else { + if ( features[7] < 0.547541 ) { + sum += 0.000119959; + } else { + sum += -0.000119959; + } + } + // tree 921 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 0.000123372; + } else { + sum += -0.000123372; + } + } else { + if ( features[1] < 0.205661 ) { + sum += -0.000123372; + } else { + sum += 0.000123372; + } + } + // tree 922 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000112468; + } else { + sum += 0.000112468; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000112468; + } else { + sum += -0.000112468; + } + } + // tree 923 + if ( features[4] < -1.29629 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.000107547; + } else { + sum += 0.000107547; + } + } else { + if ( features[1] < -0.472891 ) { + sum += 0.000107547; + } else { + sum += -0.000107547; + } + } + // tree 924 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000148586; + } else { + sum += 0.000148586; + } + } else { + if ( features[1] < 0.307656 ) { + sum += -0.000148586; + } else { + sum += 0.000148586; + } + } + // tree 925 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000148009; + } else { + sum += 0.000148009; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000148009; + } else { + sum += -0.000148009; + } + } + // tree 926 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.00012861; + } else { + sum += -0.00012861; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.00012861; + } else { + sum += -0.00012861; + } + } + // tree 927 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000133304; + } else { + sum += 0.000133304; + } + } else { + if ( features[1] < 0.205661 ) { + sum += -0.000133304; + } else { + sum += 0.000133304; + } + } + // tree 928 + if ( features[12] < 4.93509 ) { + if ( features[3] < 0.0967294 ) { + sum += 0.000105213; + } else { + sum += -0.000105213; + } + } else { + if ( features[1] < -0.279702 ) { + sum += -0.000105213; + } else { + sum += 0.000105213; + } + } + // tree 929 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.00011758; + } else { + sum += 0.00011758; + } + } else { + if ( features[8] < 2.26819 ) { + sum += -0.00011758; + } else { + sum += 0.00011758; + } + } + // tree 930 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -0.000118801; + } else { + sum += 0.000118801; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -0.000118801; + } else { + sum += 0.000118801; + } + } + // tree 931 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000146824; + } else { + sum += 0.000146824; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000146824; + } else { + sum += -0.000146824; + } + } + // tree 932 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 9.5399e-05; + } else { + sum += -9.5399e-05; + } + } else { + if ( features[3] < 0.0161237 ) { + sum += 9.5399e-05; + } else { + sum += -9.5399e-05; + } + } + // tree 933 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000122273; + } else { + sum += 0.000122273; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000122273; + } else { + sum += 0.000122273; + } + } + // tree 934 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000111861; + } else { + sum += 0.000111861; + } + } else { + if ( features[7] < 0.547541 ) { + sum += 0.000111861; + } else { + sum += -0.000111861; + } + } + // tree 935 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.000107804; + } else { + sum += 0.000107804; + } + } else { + sum += 0.000107804; + } + // tree 936 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.0001471; + } else { + sum += 0.0001471; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.0001471; + } else { + sum += 0.0001471; + } + } + // tree 937 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000123448; + } else { + sum += -0.000123448; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000123448; + } else { + sum += -0.000123448; + } + } + // tree 938 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000120198; + } else { + sum += -0.000120198; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000120198; + } else { + sum += 0.000120198; + } + } + // tree 939 + if ( features[7] < 0.501269 ) { + sum += 0.000114; + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000114; + } else { + sum += 0.000114; + } + } + // tree 940 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000121727; + } else { + sum += -0.000121727; + } + } else { + if ( features[8] < 1.91935 ) { + sum += -0.000121727; + } else { + sum += 0.000121727; + } + } + // tree 941 + if ( features[4] < -1.29629 ) { + if ( features[5] < 0.754354 ) { + sum += 0.00012474; + } else { + sum += -0.00012474; + } + } else { + if ( features[2] < 0.633096 ) { + sum += 0.00012474; + } else { + sum += -0.00012474; + } + } + // tree 942 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 0.000119013; + } else { + sum += -0.000119013; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000119013; + } else { + sum += 0.000119013; + } + } + // tree 943 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000107993; + } else { + sum += -0.000107993; + } + } else { + if ( features[5] < 0.473405 ) { + sum += 0.000107993; + } else { + sum += -0.000107993; + } + } + // tree 944 + if ( features[1] < 0.103667 ) { + if ( features[1] < -0.751769 ) { + sum += -0.000119812; + } else { + sum += 0.000119812; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000119812; + } else { + sum += -0.000119812; + } + } + // tree 945 + if ( features[12] < 4.93509 ) { + if ( features[5] < 0.784599 ) { + sum += 0.000108456; + } else { + sum += -0.000108456; + } + } else { + if ( features[5] < 0.891048 ) { + sum += -0.000108456; + } else { + sum += 0.000108456; + } + } + // tree 946 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000121226; + } else { + sum += -0.000121226; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -0.000121226; + } else { + sum += 0.000121226; + } + } + // tree 947 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000120481; + } else { + sum += 0.000120481; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000120481; + } else { + sum += -0.000120481; + } + } + // tree 948 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000143391; + } else { + sum += 0.000143391; + } + } else { + if ( features[5] < 0.474183 ) { + sum += 0.000143391; + } else { + sum += -0.000143391; + } + } + // tree 949 + if ( features[3] < 0.0967294 ) { + if ( features[12] < 4.93509 ) { + sum += 0.000108262; + } else { + sum += -0.000108262; + } + } else { + if ( features[5] < 0.732644 ) { + sum += 0.000108262; + } else { + sum += -0.000108262; + } + } + // tree 950 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000105168; + } else { + sum += -0.000105168; + } + } else { + sum += 0.000105168; + } + // tree 951 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.00012661; + } else { + sum += 0.00012661; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.00012661; + } else { + sum += -0.00012661; + } + } + // tree 952 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000131309; + } else { + sum += 0.000131309; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000131309; + } else { + sum += 0.000131309; + } + } + // tree 953 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000120749; + } else { + sum += 0.000120749; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000120749; + } else { + sum += 0.000120749; + } + } + // tree 954 + if ( features[6] < -0.231447 ) { + if ( features[4] < -1.2963 ) { + sum += 0.000108328; + } else { + sum += -0.000108328; + } + } else { + if ( features[2] < 0.444703 ) { + sum += 0.000108328; + } else { + sum += -0.000108328; + } + } + // tree 955 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000125248; + } else { + sum += 0.000125248; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000125248; + } else { + sum += 0.000125248; + } + } + // tree 956 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.00014452; + } else { + sum += 0.00014452; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -0.00014452; + } else { + sum += 0.00014452; + } + } + // tree 957 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000144493; + } else { + sum += 0.000144493; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000144493; + } else { + sum += 0.000144493; + } + } + // tree 958 + if ( features[4] < -1.29629 ) { + if ( features[5] < 0.754354 ) { + sum += 0.000128754; + } else { + sum += -0.000128754; + } + } else { + if ( features[5] < 0.879737 ) { + sum += -0.000128754; + } else { + sum += 0.000128754; + } + } + // tree 959 + if ( features[4] < -1.29629 ) { + if ( features[1] < 0.00171106 ) { + sum += -0.000111103; + } else { + sum += 0.000111103; + } + } else { + if ( features[0] < 2.91095 ) { + sum += 0.000111103; + } else { + sum += -0.000111103; + } + } + // tree 960 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.000136946; + } else { + sum += -0.000136946; + } + } else { + if ( features[6] < -0.231448 ) { + sum += 0.000136946; + } else { + sum += -0.000136946; + } + } + // tree 961 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000118653; + } else { + sum += 0.000118653; + } + } else { + if ( features[5] < 0.891048 ) { + sum += -0.000118653; + } else { + sum += 0.000118653; + } + } + // tree 962 + if ( features[4] < -1.29629 ) { + if ( features[12] < 4.57639 ) { + sum += 0.000108575; + } else { + sum += -0.000108575; + } + } else { + if ( features[0] < 2.91095 ) { + sum += 0.000108575; + } else { + sum += -0.000108575; + } + } + // tree 963 + if ( features[8] < 1.82785 ) { + if ( features[1] < -0.386216 ) { + sum += 0.000143429; + } else { + sum += -0.000143429; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000143429; + } else { + sum += 0.000143429; + } + } + // tree 964 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000110848; + } else { + sum += 0.000110848; + } + } else { + if ( features[9] < 2.24593 ) { + sum += -0.000110848; + } else { + sum += 0.000110848; + } + } + // tree 965 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000143717; + } else { + sum += 0.000143717; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000143717; + } else { + sum += -0.000143717; + } + } + // tree 966 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000112121; + } else { + sum += 0.000112121; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000112121; + } else { + sum += -0.000112121; + } + } + // tree 967 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000143072; + } else { + sum += 0.000143072; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000143072; + } else { + sum += -0.000143072; + } + } + // tree 968 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 0.000121254; + } else { + sum += -0.000121254; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000121254; + } else { + sum += 0.000121254; + } + } + // tree 969 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.98255 ) { + sum += 0.000104906; + } else { + sum += -0.000104906; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -0.000104906; + } else { + sum += 0.000104906; + } + } + // tree 970 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 9.03404e-05; + } else { + sum += -9.03404e-05; + } + } else { + sum += 9.03404e-05; + } + // tree 971 + if ( features[7] < 0.501269 ) { + sum += 0.000112263; + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000112263; + } else { + sum += 0.000112263; + } + } + // tree 972 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 9.9851e-05; + } else { + sum += -9.9851e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 9.9851e-05; + } else { + sum += -9.9851e-05; + } + } + // tree 973 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.00012728; + } else { + sum += -0.00012728; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.00012728; + } else { + sum += -0.00012728; + } + } + // tree 974 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000148459; + } else { + sum += 0.000148459; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -0.000148459; + } else { + sum += 0.000148459; + } + } + // tree 975 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.00011846; + } else { + sum += -0.00011846; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.00011846; + } else { + sum += -0.00011846; + } + } + // tree 976 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000115257; + } else { + sum += 0.000115257; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000115257; + } else { + sum += 0.000115257; + } + } + // tree 977 + if ( features[5] < 0.473096 ) { + sum += 0.000103348; + } else { + if ( features[5] < 0.87839 ) { + sum += -0.000103348; + } else { + sum += 0.000103348; + } + } + // tree 978 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000109113; + } else { + sum += -0.000109113; + } + } else { + sum += 0.000109113; + } + // tree 979 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000117355; + } else { + sum += 0.000117355; + } + } else { + if ( features[6] < -1.37702 ) { + sum += 0.000117355; + } else { + sum += -0.000117355; + } + } + // tree 980 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000129656; + } else { + sum += 0.000129656; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000129656; + } else { + sum += -0.000129656; + } + } + // tree 981 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000110518; + } else { + sum += -0.000110518; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000110518; + } else { + sum += 0.000110518; + } + } + // tree 982 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000106276; + } else { + sum += -0.000106276; + } + } else { + if ( features[5] < 0.473405 ) { + sum += 0.000106276; + } else { + sum += -0.000106276; + } + } + // tree 983 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000147765; + } else { + sum += 0.000147765; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000147765; + } else { + sum += 0.000147765; + } + } + // tree 984 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 0.000114921; + } else { + sum += -0.000114921; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -0.000114921; + } else { + sum += 0.000114921; + } + } + // tree 985 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -0.000120408; + } else { + sum += 0.000120408; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000120408; + } else { + sum += 0.000120408; + } + } + // tree 986 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.00014588; + } else { + sum += 0.00014588; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.00014588; + } else { + sum += -0.00014588; + } + } + // tree 987 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000108779; + } else { + sum += 0.000108779; + } + } else { + sum += 0.000108779; + } + // tree 988 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000128798; + } else { + sum += 0.000128798; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000128798; + } else { + sum += 0.000128798; + } + } + // tree 989 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000128105; + } else { + sum += 0.000128105; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000128105; + } else { + sum += 0.000128105; + } + } + // tree 990 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000114499; + } else { + sum += -0.000114499; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000114499; + } else { + sum += 0.000114499; + } + } + // tree 991 + if ( features[3] < 0.0967294 ) { + if ( features[4] < -1.2963 ) { + sum += 0.000101869; + } else { + sum += -0.000101869; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 0.000101869; + } else { + sum += -0.000101869; + } + } + // tree 992 + if ( features[4] < -1.47024 ) { + if ( features[5] < 0.630907 ) { + sum += 0.000117106; + } else { + sum += -0.000117106; + } + } else { + if ( features[7] < 0.383222 ) { + sum += -0.000117106; + } else { + sum += 0.000117106; + } + } + // tree 993 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000118566; + } else { + sum += 0.000118566; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000118566; + } else { + sum += 0.000118566; + } + } + // tree 994 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000125587; + } else { + sum += 0.000125587; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000125587; + } else { + sum += -0.000125587; + } + } + // tree 995 + if ( features[0] < 1.68308 ) { + if ( features[3] < 0.0161829 ) { + sum += 0.000113857; + } else { + sum += -0.000113857; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -0.000113857; + } else { + sum += 0.000113857; + } + } + // tree 996 + if ( features[4] < -1.47024 ) { + if ( features[5] < 0.630907 ) { + sum += 0.000116716; + } else { + sum += -0.000116716; + } + } else { + if ( features[2] < 0.444798 ) { + sum += 0.000116716; + } else { + sum += -0.000116716; + } + } + // tree 997 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000141123; + } else { + sum += 0.000141123; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -0.000141123; + } else { + sum += 0.000141123; + } + } + // tree 998 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000107982; + } else { + sum += -0.000107982; + } + } else { + sum += 0.000107982; + } + // tree 999 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.000115251; + } else { + sum += 0.000115251; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000115251; + } else { + sum += -0.000115251; + } + } + // tree 1000 + if ( features[0] < 1.68308 ) { + if ( features[3] < 0.0161829 ) { + sum += 0.000116888; + } else { + sum += -0.000116888; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000116888; + } else { + sum += 0.000116888; + } + } + // tree 1001 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000117303; + } else { + sum += 0.000117303; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -0.000117303; + } else { + sum += 0.000117303; + } + } + // tree 1002 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -0.000121891; + } else { + sum += 0.000121891; + } + } else { + if ( features[12] < 3.85898 ) { + sum += 0.000121891; + } else { + sum += -0.000121891; + } + } + // tree 1003 + if ( features[5] < 0.473096 ) { + if ( features[0] < 1.8397 ) { + sum += -0.000111728; + } else { + sum += 0.000111728; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 0.000111728; + } else { + sum += -0.000111728; + } + } + // tree 1004 + if ( features[9] < 1.87281 ) { + if ( features[7] < 0.469546 ) { + sum += 0.000128102; + } else { + sum += -0.000128102; + } + } else { + if ( features[5] < 0.626749 ) { + sum += 0.000128102; + } else { + sum += -0.000128102; + } + } + // tree 1005 + if ( features[8] < 1.82785 ) { + if ( features[8] < 1.4383 ) { + sum += -8.84506e-05; + } else { + sum += 8.84506e-05; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 8.84506e-05; + } else { + sum += -8.84506e-05; + } + } + // tree 1006 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000115551; + } else { + sum += 0.000115551; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000115551; + } else { + sum += 0.000115551; + } + } + // tree 1007 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -0.000116624; + } else { + sum += 0.000116624; + } + } else { + if ( features[2] < 0.632998 ) { + sum += 0.000116624; + } else { + sum += -0.000116624; + } + } + // tree 1008 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.00011527; + } else { + sum += 0.00011527; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.00011527; + } else { + sum += 0.00011527; + } + } + // tree 1009 + if ( features[12] < 4.93509 ) { + if ( features[5] < 0.784599 ) { + sum += 0.000110825; + } else { + sum += -0.000110825; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000110825; + } else { + sum += 0.000110825; + } + } + // tree 1010 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000124779; + } else { + sum += 0.000124779; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000124779; + } else { + sum += -0.000124779; + } + } + // tree 1011 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.00011645; + } else { + sum += -0.00011645; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.00011645; + } else { + sum += 0.00011645; + } + } + // tree 1012 + sum += 5.49357e-05; + // tree 1013 + if ( features[0] < 1.68308 ) { + if ( features[3] < 0.0161829 ) { + sum += 0.000111723; + } else { + sum += -0.000111723; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 0.000111723; + } else { + sum += -0.000111723; + } + } + // tree 1014 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000124507; + } else { + sum += 0.000124507; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000124507; + } else { + sum += -0.000124507; + } + } + // tree 1015 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 0.000116034; + } else { + sum += -0.000116034; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000116034; + } else { + sum += 0.000116034; + } + } + // tree 1016 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000125558; + } else { + sum += 0.000125558; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000125558; + } else { + sum += 0.000125558; + } + } + // tree 1017 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.00014445; + } else { + sum += 0.00014445; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -0.00014445; + } else { + sum += 0.00014445; + } + } + // tree 1018 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000121543; + } else { + sum += 0.000121543; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000121543; + } else { + sum += 0.000121543; + } + } + // tree 1019 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.000149297; + } else { + sum += -0.000149297; + } + } else { + if ( features[7] < 0.390948 ) { + sum += -0.000149297; + } else { + sum += 0.000149297; + } + } + // tree 1020 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.000121867; + } else { + sum += 0.000121867; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000121867; + } else { + sum += -0.000121867; + } + } + // tree 1021 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000107102; + } else { + sum += -0.000107102; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 0.000107102; + } else { + sum += -0.000107102; + } + } + // tree 1022 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -0.000116051; + } else { + sum += 0.000116051; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000116051; + } else { + sum += 0.000116051; + } + } + // tree 1023 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000124456; + } else { + sum += -0.000124456; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000124456; + } else { + sum += -0.000124456; + } + } + // tree 1024 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000123788; + } else { + sum += -0.000123788; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000123788; + } else { + sum += -0.000123788; + } + } + // tree 1025 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000165825; + } else { + sum += -0.000165825; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.000165825; + } else { + sum += 0.000165825; + } + } + // tree 1026 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 0.000101501; + } else { + sum += -0.000101501; + } + } else { + if ( features[10] < -27.4258 ) { + sum += 0.000101501; + } else { + sum += -0.000101501; + } + } + // tree 1027 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000100175; + } else { + sum += -0.000100175; + } + } else { + if ( features[12] < 4.93509 ) { + sum += 0.000100175; + } else { + sum += -0.000100175; + } + } + // tree 1028 + if ( features[7] < 0.501269 ) { + if ( features[11] < 1.66939 ) { + sum += 0.000110605; + } else { + sum += -0.000110605; + } + } else { + if ( features[6] < -1.88641 ) { + sum += 0.000110605; + } else { + sum += -0.000110605; + } + } + // tree 1029 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -0.000115251; + } else { + sum += 0.000115251; + } + } else { + if ( features[2] < 0.632998 ) { + sum += 0.000115251; + } else { + sum += -0.000115251; + } + } + // tree 1030 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -9.95549e-05; + } else { + sum += 9.95549e-05; + } + } else { + sum += -9.95549e-05; + } + // tree 1031 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000137811; + } else { + sum += -0.000137811; + } + } else { + if ( features[5] < 0.626749 ) { + sum += 0.000137811; + } else { + sum += -0.000137811; + } + } + // tree 1032 + if ( features[7] < 0.501269 ) { + if ( features[3] < 0.0483549 ) { + sum += 0.000115131; + } else { + sum += -0.000115131; + } + } else { + if ( features[8] < 2.65353 ) { + sum += -0.000115131; + } else { + sum += 0.000115131; + } + } + // tree 1033 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000116551; + } else { + sum += 0.000116551; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000116551; + } else { + sum += 0.000116551; + } + } + // tree 1034 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000116368; + } else { + sum += 0.000116368; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000116368; + } else { + sum += 0.000116368; + } + } + // tree 1035 + if ( features[9] < 1.87281 ) { + if ( features[7] < 0.469546 ) { + sum += 0.000152816; + } else { + sum += -0.000152816; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.000152816; + } else { + sum += 0.000152816; + } + } + // tree 1036 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000107883; + } else { + sum += 0.000107883; + } + } else { + if ( features[5] < 0.787913 ) { + sum += -0.000107883; + } else { + sum += 0.000107883; + } + } + // tree 1037 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000105831; + } else { + sum += 0.000105831; + } + } else { + sum += 0.000105831; + } + // tree 1038 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000112459; + } else { + sum += 0.000112459; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000112459; + } else { + sum += 0.000112459; + } + } + // tree 1039 + if ( features[1] < 0.103667 ) { + if ( features[1] < -0.751769 ) { + sum += -0.000105308; + } else { + sum += 0.000105308; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000105308; + } else { + sum += 0.000105308; + } + } + // tree 1040 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000144017; + } else { + sum += 0.000144017; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000144017; + } else { + sum += 0.000144017; + } + } + // tree 1041 + if ( features[7] < 0.501269 ) { + if ( features[4] < -0.600526 ) { + sum += 0.000114206; + } else { + sum += -0.000114206; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000114206; + } else { + sum += 0.000114206; + } + } + // tree 1042 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.98255 ) { + sum += 9.57283e-05; + } else { + sum += -9.57283e-05; + } + } else { + if ( features[12] < 4.56635 ) { + sum += -9.57283e-05; + } else { + sum += 9.57283e-05; + } + } + // tree 1043 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000116272; + } else { + sum += -0.000116272; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000116272; + } else { + sum += -0.000116272; + } + } + // tree 1044 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000122954; + } else { + sum += 0.000122954; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000122954; + } else { + sum += -0.000122954; + } + } + // tree 1045 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 0.000117394; + } else { + sum += -0.000117394; + } + } else { + if ( features[6] < -2.30015 ) { + sum += 0.000117394; + } else { + sum += -0.000117394; + } + } + // tree 1046 + if ( features[2] < 0.821394 ) { + if ( features[8] < 2.24069 ) { + sum += -0.000105306; + } else { + sum += 0.000105306; + } + } else { + if ( features[12] < 4.57639 ) { + sum += 0.000105306; + } else { + sum += -0.000105306; + } + } + // tree 1047 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000122486; + } else { + sum += 0.000122486; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000122486; + } else { + sum += -0.000122486; + } + } + // tree 1048 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000136673; + } else { + sum += 0.000136673; + } + } else { + if ( features[2] < 0.633044 ) { + sum += 0.000136673; + } else { + sum += -0.000136673; + } + } + // tree 1049 + if ( features[4] < -1.47024 ) { + if ( features[1] < -0.304266 ) { + sum += -0.000116779; + } else { + sum += 0.000116779; + } + } else { + if ( features[7] < 0.383222 ) { + sum += -0.000116779; + } else { + sum += 0.000116779; + } + } + // tree 1050 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000116129; + } else { + sum += -0.000116129; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000116129; + } else { + sum += -0.000116129; + } + } + // tree 1051 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000122921; + } else { + sum += 0.000122921; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000122921; + } else { + sum += -0.000122921; + } + } + // tree 1052 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000121774; + } else { + sum += 0.000121774; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000121774; + } else { + sum += 0.000121774; + } + } + // tree 1053 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -0.000119702; + } else { + sum += 0.000119702; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 0.000119702; + } else { + sum += -0.000119702; + } + } + // tree 1054 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000115227; + } else { + sum += -0.000115227; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000115227; + } else { + sum += -0.000115227; + } + } + // tree 1055 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000114908; + } else { + sum += 0.000114908; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000114908; + } else { + sum += -0.000114908; + } + } + // tree 1056 + if ( features[8] < 2.24069 ) { + if ( features[7] < 0.480746 ) { + sum += 0.000136118; + } else { + sum += -0.000136118; + } + } else { + if ( features[5] < 0.610294 ) { + sum += 0.000136118; + } else { + sum += -0.000136118; + } + } + // tree 1057 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.00011455; + } else { + sum += 0.00011455; + } + } else { + if ( features[5] < 0.787913 ) { + sum += -0.00011455; + } else { + sum += 0.00011455; + } + } + // tree 1058 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000101569; + } else { + sum += 0.000101569; + } + } else { + if ( features[8] < 2.26819 ) { + sum += -0.000101569; + } else { + sum += 0.000101569; + } + } + // tree 1059 + if ( features[1] < 0.103667 ) { + if ( features[8] < 2.01757 ) { + sum += 0.000109682; + } else { + sum += -0.000109682; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000109682; + } else { + sum += -0.000109682; + } + } + // tree 1060 + if ( features[4] < -1.47024 ) { + if ( features[5] < 0.630907 ) { + sum += 0.000108717; + } else { + sum += -0.000108717; + } + } else { + if ( features[5] < 0.945371 ) { + sum += -0.000108717; + } else { + sum += 0.000108717; + } + } + // tree 1061 + if ( features[0] < 1.68308 ) { + if ( features[5] < 0.993434 ) { + sum += -9.71398e-05; + } else { + sum += 9.71398e-05; + } + } else { + if ( features[5] < 0.783494 ) { + sum += 9.71398e-05; + } else { + sum += -9.71398e-05; + } + } + // tree 1062 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000121792; + } else { + sum += -0.000121792; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000121792; + } else { + sum += -0.000121792; + } + } + // tree 1063 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.00012161; + } else { + sum += 0.00012161; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.00012161; + } else { + sum += -0.00012161; + } + } + // tree 1064 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000125971; + } else { + sum += 0.000125971; + } + } else { + if ( features[10] < -27.4258 ) { + sum += 0.000125971; + } else { + sum += -0.000125971; + } + } + // tree 1065 + if ( features[9] < 1.87281 ) { + if ( features[0] < 1.96465 ) { + sum += 0.000162373; + } else { + sum += -0.000162373; + } + } else { + if ( features[0] < 1.82433 ) { + sum += -0.000162373; + } else { + sum += 0.000162373; + } + } + // tree 1066 + if ( features[5] < 0.473096 ) { + if ( features[9] < 2.24617 ) { + sum += -0.000118228; + } else { + sum += 0.000118228; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 0.000118228; + } else { + sum += -0.000118228; + } + } + // tree 1067 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000121367; + } else { + sum += 0.000121367; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000121367; + } else { + sum += -0.000121367; + } + } + // tree 1068 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 9.11965e-05; + } else { + sum += -9.11965e-05; + } + } else { + if ( features[4] < -1.29629 ) { + sum += 9.11965e-05; + } else { + sum += -9.11965e-05; + } + } + // tree 1069 + if ( features[1] < 0.103667 ) { + if ( features[3] < 0.0161237 ) { + sum += 9.29067e-05; + } else { + sum += -9.29067e-05; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -9.29067e-05; + } else { + sum += 9.29067e-05; + } + } + // tree 1070 + if ( features[3] < 0.0967294 ) { + if ( features[7] < 0.98255 ) { + sum += 0.000107083; + } else { + sum += -0.000107083; + } + } else { + if ( features[4] < -0.600476 ) { + sum += 0.000107083; + } else { + sum += -0.000107083; + } + } + // tree 1071 + if ( features[4] < -1.47024 ) { + if ( features[1] < -0.304266 ) { + sum += -0.00011682; + } else { + sum += 0.00011682; + } + } else { + if ( features[2] < 0.444798 ) { + sum += 0.00011682; + } else { + sum += -0.00011682; + } + } + // tree 1072 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000115807; + } else { + sum += -0.000115807; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000115807; + } else { + sum += 0.000115807; + } + } + // tree 1073 + if ( features[4] < -1.47024 ) { + if ( features[3] < 0.0644871 ) { + sum += 8.16462e-05; + } else { + sum += -8.16462e-05; + } + } else { + if ( features[0] < 2.42299 ) { + sum += -8.16462e-05; + } else { + sum += 8.16462e-05; + } + } + // tree 1074 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000120894; + } else { + sum += 0.000120894; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000120894; + } else { + sum += -0.000120894; + } + } + // tree 1075 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000141379; + } else { + sum += 0.000141379; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000141379; + } else { + sum += 0.000141379; + } + } + // tree 1076 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000110227; + } else { + sum += 0.000110227; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000110227; + } else { + sum += 0.000110227; + } + } + // tree 1077 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.08991 ) { + sum += 0.000135071; + } else { + sum += -0.000135071; + } + } else { + if ( features[5] < 0.610294 ) { + sum += 0.000135071; + } else { + sum += -0.000135071; + } + } + // tree 1078 + if ( features[1] < 0.103667 ) { + if ( features[1] < -0.751769 ) { + sum += -0.00011055; + } else { + sum += 0.00011055; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.00011055; + } else { + sum += -0.00011055; + } + } + // tree 1079 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000118229; + } else { + sum += 0.000118229; + } + } else { + if ( features[8] < 2.22547 ) { + sum += -0.000118229; + } else { + sum += 0.000118229; + } + } + // tree 1080 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000113533; + } else { + sum += 0.000113533; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000113533; + } else { + sum += -0.000113533; + } + } + // tree 1081 + if ( features[11] < 1.84612 ) { + if ( features[12] < 4.93509 ) { + sum += 8.10097e-05; + } else { + sum += -8.10097e-05; + } + } else { + sum += -8.10097e-05; + } + // tree 1082 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000120806; + } else { + sum += -0.000120806; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000120806; + } else { + sum += -0.000120806; + } + } + // tree 1083 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000113465; + } else { + sum += -0.000113465; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000113465; + } else { + sum += -0.000113465; + } + } + // tree 1084 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.08991 ) { + sum += 0.000134046; + } else { + sum += -0.000134046; + } + } else { + if ( features[5] < 0.610294 ) { + sum += 0.000134046; + } else { + sum += -0.000134046; + } + } + // tree 1085 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000135595; + } else { + sum += 0.000135595; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -0.000135595; + } else { + sum += 0.000135595; + } + } + // tree 1086 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000136217; + } else { + sum += 0.000136217; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000136217; + } else { + sum += 0.000136217; + } + } + // tree 1087 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000113197; + } else { + sum += 0.000113197; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000113197; + } else { + sum += 0.000113197; + } + } + // tree 1088 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.000118417; + } else { + sum += 0.000118417; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000118417; + } else { + sum += -0.000118417; + } + } + // tree 1089 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.00010855; + } else { + sum += 0.00010855; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.00010855; + } else { + sum += 0.00010855; + } + } + // tree 1090 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000101289; + } else { + sum += 0.000101289; + } + } else { + if ( features[3] < 0.128972 ) { + sum += 0.000101289; + } else { + sum += -0.000101289; + } + } + // tree 1091 + if ( features[6] < -0.231447 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000115155; + } else { + sum += 0.000115155; + } + } else { + if ( features[2] < 0.444703 ) { + sum += 0.000115155; + } else { + sum += -0.000115155; + } + } + // tree 1092 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000139088; + } else { + sum += 0.000139088; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000139088; + } else { + sum += -0.000139088; + } + } + // tree 1093 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000111798; + } else { + sum += 0.000111798; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -0.000111798; + } else { + sum += 0.000111798; + } + } + // tree 1094 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000119124; + } else { + sum += 0.000119124; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000119124; + } else { + sum += -0.000119124; + } + } + // tree 1095 + if ( features[12] < 4.93509 ) { + if ( features[4] < -1.47026 ) { + sum += 0.000108154; + } else { + sum += -0.000108154; + } + } else { + if ( features[5] < 0.787913 ) { + sum += -0.000108154; + } else { + sum += 0.000108154; + } + } + // tree 1096 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000112888; + } else { + sum += -0.000112888; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000112888; + } else { + sum += -0.000112888; + } + } + // tree 1097 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000105241; + } else { + sum += 0.000105241; + } + } else { + if ( features[5] < 0.473405 ) { + sum += 0.000105241; + } else { + sum += -0.000105241; + } + } + // tree 1098 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000108734; + } else { + sum += -0.000108734; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000108734; + } else { + sum += 0.000108734; + } + } + // tree 1099 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.0001185; + } else { + sum += 0.0001185; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.0001185; + } else { + sum += -0.0001185; + } + } + // tree 1100 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.000116848; + } else { + sum += 0.000116848; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000116848; + } else { + sum += -0.000116848; + } + } + // tree 1101 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000108395; + } else { + sum += -0.000108395; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000108395; + } else { + sum += 0.000108395; + } + } + // tree 1102 + if ( features[4] < -1.47024 ) { + if ( features[1] < -0.304266 ) { + sum += -0.000115525; + } else { + sum += 0.000115525; + } + } else { + if ( features[7] < 0.383222 ) { + sum += -0.000115525; + } else { + sum += 0.000115525; + } + } + // tree 1103 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000119151; + } else { + sum += 0.000119151; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000119151; + } else { + sum += 0.000119151; + } + } + // tree 1104 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000133559; + } else { + sum += 0.000133559; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -0.000133559; + } else { + sum += 0.000133559; + } + } + // tree 1105 + if ( features[4] < -1.47024 ) { + sum += 9.06717e-05; + } else { + if ( features[1] < -0.75808 ) { + sum += -9.06717e-05; + } else { + sum += 9.06717e-05; + } + } + // tree 1106 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000118114; + } else { + sum += -0.000118114; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000118114; + } else { + sum += -0.000118114; + } + } + // tree 1107 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 0.000103643; + } else { + sum += -0.000103643; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -0.000103643; + } else { + sum += 0.000103643; + } + } + // tree 1108 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000117891; + } else { + sum += 0.000117891; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000117891; + } else { + sum += 0.000117891; + } + } + // tree 1109 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000111596; + } else { + sum += -0.000111596; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000111596; + } else { + sum += 0.000111596; + } + } + // tree 1110 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.08991 ) { + sum += 0.000132363; + } else { + sum += -0.000132363; + } + } else { + if ( features[5] < 0.610294 ) { + sum += 0.000132363; + } else { + sum += -0.000132363; + } + } + // tree 1111 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000116637; + } else { + sum += 0.000116637; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 0.000116637; + } else { + sum += -0.000116637; + } + } + // tree 1112 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000134404; + } else { + sum += 0.000134404; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000134404; + } else { + sum += 0.000134404; + } + } + // tree 1113 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000111976; + } else { + sum += 0.000111976; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000111976; + } else { + sum += -0.000111976; + } + } + // tree 1114 + if ( features[9] < 1.87281 ) { + if ( features[7] < 0.469546 ) { + sum += 0.000121136; + } else { + sum += -0.000121136; + } + } else { + if ( features[5] < 0.626749 ) { + sum += 0.000121136; + } else { + sum += -0.000121136; + } + } + // tree 1115 + if ( features[0] < 1.68308 ) { + if ( features[7] < 0.620143 ) { + sum += -0.000105551; + } else { + sum += 0.000105551; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000105551; + } else { + sum += 0.000105551; + } + } + // tree 1116 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000117511; + } else { + sum += 0.000117511; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000117511; + } else { + sum += -0.000117511; + } + } + // tree 1117 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000110251; + } else { + sum += 0.000110251; + } + } else { + if ( features[1] < -0.712287 ) { + sum += -0.000110251; + } else { + sum += 0.000110251; + } + } + // tree 1118 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000106685; + } else { + sum += -0.000106685; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000106685; + } else { + sum += 0.000106685; + } + } + // tree 1119 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000102688; + } else { + sum += 0.000102688; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 0.000102688; + } else { + sum += -0.000102688; + } + } + // tree 1120 + if ( features[0] < 1.68308 ) { + if ( features[8] < 2.43854 ) { + sum += 0.000110207; + } else { + sum += -0.000110207; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000110207; + } else { + sum += 0.000110207; + } + } + // tree 1121 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000118143; + } else { + sum += -0.000118143; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000118143; + } else { + sum += -0.000118143; + } + } + // tree 1122 + if ( features[12] < 4.93509 ) { + if ( features[11] < 0.693142 ) { + sum += -8.94653e-05; + } else { + sum += 8.94653e-05; + } + } else { + if ( features[8] < 2.26819 ) { + sum += -8.94653e-05; + } else { + sum += 8.94653e-05; + } + } + // tree 1123 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000117537; + } else { + sum += -0.000117537; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000117537; + } else { + sum += -0.000117537; + } + } + // tree 1124 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000102604; + } else { + sum += 0.000102604; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 0.000102604; + } else { + sum += -0.000102604; + } + } + // tree 1125 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000106747; + } else { + sum += 0.000106747; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000106747; + } else { + sum += 0.000106747; + } + } + // tree 1126 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000106986; + } else { + sum += -0.000106986; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000106986; + } else { + sum += 0.000106986; + } + } + // tree 1127 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000103218; + } else { + sum += 0.000103218; + } + } else { + if ( features[5] < 0.473405 ) { + sum += 0.000103218; + } else { + sum += -0.000103218; + } + } + // tree 1128 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.000115475; + } else { + sum += 0.000115475; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000115475; + } else { + sum += -0.000115475; + } + } + // tree 1129 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000110698; + } else { + sum += -0.000110698; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 0.000110698; + } else { + sum += -0.000110698; + } + } + // tree 1130 + if ( features[9] < 1.87281 ) { + if ( features[7] < 0.469546 ) { + sum += 0.000149783; + } else { + sum += -0.000149783; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000149783; + } else { + sum += 0.000149783; + } + } + // tree 1131 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000105981; + } else { + sum += 0.000105981; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000105981; + } else { + sum += 0.000105981; + } + } + // tree 1132 + if ( features[5] < 0.473096 ) { + if ( features[8] < 2.17759 ) { + sum += -0.000104118; + } else { + sum += 0.000104118; + } + } else { + if ( features[5] < 0.87839 ) { + sum += -0.000104118; + } else { + sum += 0.000104118; + } + } + // tree 1133 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.000110008; + } else { + sum += -0.000110008; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000110008; + } else { + sum += 0.000110008; + } + } + // tree 1134 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000137398; + } else { + sum += 0.000137398; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000137398; + } else { + sum += 0.000137398; + } + } + // tree 1135 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000135796; + } else { + sum += 0.000135796; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000135796; + } else { + sum += -0.000135796; + } + } + // tree 1136 + if ( features[12] < 4.93509 ) { + if ( features[5] < 0.784599 ) { + sum += 9.61862e-05; + } else { + sum += -9.61862e-05; + } + } else { + if ( features[7] < 0.547541 ) { + sum += 9.61862e-05; + } else { + sum += -9.61862e-05; + } + } + // tree 1137 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.00013591; + } else { + sum += 0.00013591; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.00013591; + } else { + sum += 0.00013591; + } + } + // tree 1138 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000130418; + } else { + sum += 0.000130418; + } + } else { + if ( features[1] < 0.40965 ) { + sum += -0.000130418; + } else { + sum += 0.000130418; + } + } + // tree 1139 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000110665; + } else { + sum += -0.000110665; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 0.000110665; + } else { + sum += -0.000110665; + } + } + // tree 1140 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000116382; + } else { + sum += 0.000116382; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000116382; + } else { + sum += 0.000116382; + } + } + // tree 1141 + if ( features[7] < 0.501269 ) { + if ( features[11] < 1.66939 ) { + sum += 0.000108559; + } else { + sum += -0.000108559; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000108559; + } else { + sum += -0.000108559; + } + } + // tree 1142 + if ( features[12] < 4.93509 ) { + if ( features[4] < -1.47026 ) { + sum += 0.000103109; + } else { + sum += -0.000103109; + } + } else { + if ( features[9] < 2.24593 ) { + sum += -0.000103109; + } else { + sum += 0.000103109; + } + } + // tree 1143 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.08991 ) { + sum += 0.000129458; + } else { + sum += -0.000129458; + } + } else { + if ( features[5] < 0.610294 ) { + sum += 0.000129458; + } else { + sum += -0.000129458; + } + } + // tree 1144 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000115892; + } else { + sum += 0.000115892; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000115892; + } else { + sum += 0.000115892; + } + } + // tree 1145 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000140153; + } else { + sum += -0.000140153; + } + } else { + if ( features[7] < 0.495339 ) { + sum += 0.000140153; + } else { + sum += -0.000140153; + } + } + // tree 1146 + sum += 5.24178e-05; + // tree 1147 + if ( features[7] < 0.390948 ) { + if ( features[4] < -2.01209 ) { + sum += 0.000126472; + } else { + sum += -0.000126472; + } + } else { + if ( features[2] < 0.82134 ) { + sum += 0.000126472; + } else { + sum += -0.000126472; + } + } + // tree 1148 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.00011517; + } else { + sum += 0.00011517; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.00011517; + } else { + sum += 0.00011517; + } + } + // tree 1149 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.00011657; + } else { + sum += 0.00011657; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.00011657; + } else { + sum += -0.00011657; + } + } + // tree 1150 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000108233; + } else { + sum += -0.000108233; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000108233; + } else { + sum += 0.000108233; + } + } + // tree 1151 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000110755; + } else { + sum += -0.000110755; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000110755; + } else { + sum += 0.000110755; + } + } + // tree 1152 + if ( features[12] < 4.93509 ) { + if ( features[3] < 0.0967294 ) { + sum += 0.00010879; + } else { + sum += -0.00010879; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.00010879; + } else { + sum += 0.00010879; + } + } + // tree 1153 + if ( features[0] < 1.68308 ) { + if ( features[9] < 2.45345 ) { + sum += 0.000109998; + } else { + sum += -0.000109998; + } + } else { + if ( features[9] < 1.86345 ) { + sum += -0.000109998; + } else { + sum += 0.000109998; + } + } + // tree 1154 + if ( features[4] < -1.47024 ) { + if ( features[12] < 4.81552 ) { + sum += 0.000120435; + } else { + sum += -0.000120435; + } + } else { + if ( features[2] < 0.444798 ) { + sum += 0.000120435; + } else { + sum += -0.000120435; + } + } + // tree 1155 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.000124884; + } else { + sum += -0.000124884; + } + } else { + if ( features[5] < 0.626749 ) { + sum += 0.000124884; + } else { + sum += -0.000124884; + } + } + // tree 1156 + if ( features[1] < 0.103667 ) { + if ( features[8] < 2.01757 ) { + sum += 0.000113375; + } else { + sum += -0.000113375; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000113375; + } else { + sum += -0.000113375; + } + } + // tree 1157 + if ( features[7] < 0.390948 ) { + if ( features[0] < 2.22866 ) { + sum += -0.000122105; + } else { + sum += 0.000122105; + } + } else { + if ( features[7] < 0.495339 ) { + sum += 0.000122105; + } else { + sum += -0.000122105; + } + } + // tree 1158 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000116963; + } else { + sum += 0.000116963; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000116963; + } else { + sum += -0.000116963; + } + } + // tree 1159 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000102602; + } else { + sum += 0.000102602; + } + } else { + if ( features[5] < 0.473405 ) { + sum += 0.000102602; + } else { + sum += -0.000102602; + } + } + // tree 1160 + if ( features[5] < 0.473096 ) { + if ( features[1] < -0.100273 ) { + sum += -0.000117426; + } else { + sum += 0.000117426; + } + } else { + if ( features[7] < 0.478265 ) { + sum += 0.000117426; + } else { + sum += -0.000117426; + } + } + // tree 1161 + if ( features[11] < 1.84612 ) { + if ( features[1] < -0.717334 ) { + sum += -8.68601e-05; + } else { + sum += 8.68601e-05; + } + } else { + sum += -8.68601e-05; + } + // tree 1162 + if ( features[0] < 1.68308 ) { + if ( features[7] < 0.620143 ) { + sum += -0.000100861; + } else { + sum += 0.000100861; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 0.000100861; + } else { + sum += -0.000100861; + } + } + // tree 1163 + if ( features[7] < 0.501269 ) { + if ( features[0] < 1.71491 ) { + sum += -0.000118254; + } else { + sum += 0.000118254; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000118254; + } else { + sum += 0.000118254; + } + } + // tree 1164 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000100312; + } else { + sum += -0.000100312; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 0.000100312; + } else { + sum += -0.000100312; + } + } + // tree 1165 + if ( features[7] < 0.390948 ) { + if ( features[5] < 0.267813 ) { + sum += 0.000114192; + } else { + sum += -0.000114192; + } + } else { + if ( features[9] < 1.87281 ) { + sum += -0.000114192; + } else { + sum += 0.000114192; + } + } + // tree 1166 + if ( features[12] < 4.93509 ) { + if ( features[7] < 0.354174 ) { + sum += -0.000116405; + } else { + sum += 0.000116405; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000116405; + } else { + sum += 0.000116405; + } + } + // tree 1167 + if ( features[0] < 1.68308 ) { + if ( features[1] < -0.447621 ) { + sum += -0.000104466; + } else { + sum += 0.000104466; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 0.000104466; + } else { + sum += -0.000104466; + } + } + // tree 1168 + if ( features[12] < 4.93509 ) { + if ( features[8] < 1.51822 ) { + sum += -9.08212e-05; + } else { + sum += 9.08212e-05; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -9.08212e-05; + } else { + sum += 9.08212e-05; + } + } + // tree 1169 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000105402; + } else { + sum += -0.000105402; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000105402; + } else { + sum += 0.000105402; + } + } + // tree 1170 + if ( features[1] < 0.103667 ) { + if ( features[12] < 3.73942 ) { + sum += 0.000115027; + } else { + sum += -0.000115027; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000115027; + } else { + sum += -0.000115027; + } + } + // tree 1171 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.000100454; + } else { + sum += 0.000100454; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 0.000100454; + } else { + sum += -0.000100454; + } + } + // tree 1172 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.0001337; + } else { + sum += 0.0001337; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.0001337; + } else { + sum += 0.0001337; + } + } + // tree 1173 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.000113725; + } else { + sum += 0.000113725; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000113725; + } else { + sum += -0.000113725; + } + } + // tree 1174 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000101403; + } else { + sum += 0.000101403; + } + } else { + if ( features[5] < 0.473405 ) { + sum += 0.000101403; + } else { + sum += -0.000101403; + } + } + // tree 1175 + if ( features[12] < 4.93509 ) { + if ( features[1] < -0.814281 ) { + sum += -0.000102966; + } else { + sum += 0.000102966; + } + } else { + if ( features[5] < 0.787913 ) { + sum += -0.000102966; + } else { + sum += 0.000102966; + } + } + // tree 1176 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000132229; + } else { + sum += 0.000132229; + } + } else { + if ( features[12] < 4.09812 ) { + sum += 0.000132229; + } else { + sum += -0.000132229; + } + } + // tree 1177 + if ( features[3] < 0.0967294 ) { + if ( features[4] < -1.2963 ) { + sum += 8.91211e-05; + } else { + sum += -8.91211e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -8.91211e-05; + } else { + sum += 8.91211e-05; + } + } + // tree 1178 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000128373; + } else { + sum += 0.000128373; + } + } else { + if ( features[12] < 4.33725 ) { + sum += 0.000128373; + } else { + sum += -0.000128373; + } + } + // tree 1179 + if ( features[12] < 4.93509 ) { + if ( features[0] < 1.40059 ) { + sum += -0.000101814; + } else { + sum += 0.000101814; + } + } else { + if ( features[4] < -0.42576 ) { + sum += -0.000101814; + } else { + sum += 0.000101814; + } + } + // tree 1180 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -9.98864e-05; + } else { + sum += 9.98864e-05; + } + } else { + if ( features[6] < -1.05893 ) { + sum += 9.98864e-05; + } else { + sum += -9.98864e-05; + } + } + // tree 1181 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000132666; + } else { + sum += 0.000132666; + } + } else { + if ( features[9] < 2.74381 ) { + sum += -0.000132666; + } else { + sum += 0.000132666; + } + } + // tree 1182 + if ( features[7] < 0.501269 ) { + if ( features[7] < 0.373145 ) { + sum += -0.000128264; + } else { + sum += 0.000128264; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000128264; + } else { + sum += 0.000128264; + } + } + // tree 1183 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000109094; + } else { + sum += 0.000109094; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000109094; + } else { + sum += -0.000109094; + } + } + // tree 1184 + if ( features[11] < 1.84612 ) { + if ( features[1] < -0.717334 ) { + sum += -8.56023e-05; + } else { + sum += 8.56023e-05; + } + } else { + sum += -8.56023e-05; + } + // tree 1185 + if ( features[3] < 0.0967294 ) { + if ( features[9] < 1.48572 ) { + sum += -9.13579e-05; + } else { + sum += 9.13579e-05; + } + } else { + if ( features[3] < 0.161737 ) { + sum += -9.13579e-05; + } else { + sum += 9.13579e-05; + } + } + // tree 1186 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000107539; + } else { + sum += -0.000107539; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.000107539; + } else { + sum += 0.000107539; + } + } + // tree 1187 + if ( features[6] < -0.231447 ) { + if ( features[12] < 4.57639 ) { + sum += 8.51995e-05; + } else { + sum += -8.51995e-05; + } + } else { + if ( features[4] < -0.944929 ) { + sum += -8.51995e-05; + } else { + sum += 8.51995e-05; + } + } + // tree 1188 + if ( features[8] < 2.24069 ) { + if ( features[12] < 4.08991 ) { + sum += 0.000127042; + } else { + sum += -0.000127042; + } + } else { + if ( features[7] < 0.795458 ) { + sum += 0.000127042; + } else { + sum += -0.000127042; + } + } + // tree 1189 + if ( features[7] < 0.501269 ) { + if ( features[1] < -0.750044 ) { + sum += -0.000130945; + } else { + sum += 0.000130945; + } + } else { + if ( features[4] < -0.252418 ) { + sum += -0.000130945; + } else { + sum += 0.000130945; + } + } + // tree 1190 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.00011405; + } else { + sum += 0.00011405; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.00011405; + } else { + sum += -0.00011405; + } + } + // tree 1191 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000108688; + } else { + sum += -0.000108688; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.000108688; + } else { + sum += -0.000108688; + } + } + // tree 1192 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.000112603; + } else { + sum += 0.000112603; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000112603; + } else { + sum += -0.000112603; + } + } + // tree 1193 + if ( features[1] < 0.103667 ) { + if ( features[5] < 0.990868 ) { + sum += -0.00010592; + } else { + sum += 0.00010592; + } + } else { + if ( features[8] < 2.06839 ) { + sum += -0.00010592; + } else { + sum += 0.00010592; + } + } + // tree 1194 + if ( features[1] < 0.103667 ) { + if ( features[6] < -0.597362 ) { + sum += -0.000111746; + } else { + sum += 0.000111746; + } + } else { + if ( features[7] < 0.859685 ) { + sum += 0.000111746; + } else { + sum += -0.000111746; + } + } + // tree 1195 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.464495 ) { + sum += 0.00010819; + } else { + sum += -0.00010819; + } + } else { + if ( features[4] < -1.29284 ) { + sum += 0.00010819; + } else { + sum += -0.00010819; + } + } + // tree 1196 + if ( features[1] < 0.103667 ) { + if ( features[7] < 0.390948 ) { + sum += -0.000103489; + } else { + sum += 0.000103489; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000103489; + } else { + sum += 0.000103489; + } + } + // tree 1197 + if ( features[0] < 1.68308 ) { + if ( features[6] < -0.983179 ) { + sum += -0.000111664; + } else { + sum += 0.000111664; + } + } else { + if ( features[7] < 0.979305 ) { + sum += 0.000111664; + } else { + sum += -0.000111664; + } + } + // tree 1198 + if ( features[1] < 0.103667 ) { + if ( features[9] < 1.96958 ) { + sum += 0.000102719; + } else { + sum += -0.000102719; + } + } else { + if ( features[9] < 2.19192 ) { + sum += -0.000102719; + } else { + sum += 0.000102719; + } + } + // tree 1199 + if ( features[9] < 1.87281 ) { + if ( features[12] < 4.29516 ) { + sum += 0.000152826; + } else { + sum += -0.000152826; + } + } else { + if ( features[1] < -0.100321 ) { + sum += -0.000152826; + } else { + sum += 0.000152826; + } + } + return sum; +} diff --git a/Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.cpp b/Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.cpp new file mode 100644 index 000000000..e4666b875 --- /dev/null +++ b/Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.cpp @@ -0,0 +1,209 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ + +#include "FunctionalSSPionTagger.h" + +#include <typeinfo> + +// Declaration of the Algorithm Factory +DECLARE_COMPONENT( FunctionalSSPionTagger ) + +StatusCode FunctionalSSPionTagger::initialize() { + error() << "FunctionalSSPionTagger::initialize()" << endmsg; + const StatusCode sc = Transformer::initialize(); + if ( sc.isFailure() ) return sc; + + m_taggingHelperTool.retrieve().ignore(); + // m_vertexFitTool.retrieve().ignore(); + + return sc; +} + +LHCb::FlavourTags FunctionalSSPionTagger::operator()( const LHCb::Particles& bCandidates, + const LHCb::Particle::Range& taggingPions, + const LHCb::RecVertices& primaryVertices, + const DetectorElement& lhcbDetector ) const { + auto& geometry = *lhcbDetector.geometry(); + + // keyed container of FlavourTag objects, one FlavourTag per B candidate + LHCb::FlavourTags flavourTags; + + m_BCount += bCandidates.size(); + m_pionCount += taggingPions.size(); + //always() << bCandidates.size() << " " << taggingPions.size() << " " << primaryVertices.size() << endmsg; + + // is this still needed??? could be removed + if ( bCandidates.size() == 0 || taggingPions.size() == 0 || primaryVertices.size() == 0 ) { + for ( const auto* bCand : bCandidates ) { + LHCb::Tagger tagger; + tagger.setType( taggerType() ); + LHCb::FlavourTag* flavourTag = new LHCb::FlavourTag( ); + flavourTag->addTagger( tagger ); + flavourTag->setTaggedB( bCand ); + flavourTag->setDecision( LHCb::FlavourTag::none ); + flavourTags.insert( flavourTag ); + } + return flavourTags; + } + + // loop over B candidates + for ( const auto* bCand : bCandidates ) { + //if(std::abs(bCand->momentum().P()-103656.) > 100 && std::abs(bCand->momentum().P()-66151.) > 100 ) continue; + //always() << bCandidates.size() << " " << taggingPions.size() << " " << primaryVertices.size() << endmsg; + //auto tagResults = searchForTaggingParticle( *bCand, taggingPions, primaryVertices ); + auto tagResult = performTagging(*bCand, taggingPions, primaryVertices, geometry); + + if ( !tagResult.has_value() ) { + // no appropriate tagging candidate found, fill with "empty" FlavourTag object + LHCb::Tagger tagger; + tagger.setType( taggerType() ); + LHCb::FlavourTag* flavourTag = new LHCb::FlavourTag( ); + flavourTag->addTagger( tagger ); + flavourTag->setTaggedB( bCand ); + flavourTag->setDecision( LHCb::FlavourTag::none ); + flavourTags.insert( flavourTag ); + continue; + } + + //const LHCb::Particle* bestTagCand = tagResults->first; + //double bestBDT = tagResults->second; + + LHCb::FlavourTag* flavourTag = new LHCb::FlavourTag( ); + flavourTag->setTaggedB( bCand ); + flavourTag->setDecision( LHCb::FlavourTag::none ); + flavourTag->setTaggers( std::vector<LHCb::Tagger>{tagResult.value()} ); + flavourTags.insert( flavourTag ); + + //always() << bestTagCand.charge() << " " << tagger.charge() << endmsg; + m_FTCount += 1; + } + + return flavourTags; +} + +//std::optional<std::pair<const LHCb::Particle*, double>> +//FunctionalSSPionTagger::searchForTaggingParticle( const LHCb::Particle& bCand, +std::optional<LHCb::Tagger> FunctionalSSPionTagger::performTagging( const LHCb::Particle& bCand, + const LHCb::Particle::Range& taggingPions, + const LHCb::RecVertices& primaryVertices, + const IGeometryInfo& geometry) const { + const LHCb::Particle* bestTagCand = nullptr; + + double bestBDT = -99.0; + + Gaudi::LorentzVector b_mom = bCand.momentum(); + + // find PV that best fits the B candidate + const LHCb::VertexBase* bestPV = m_taggingHelperTool->bestPV( bCand, primaryVertices ); + if ( bestPV == nullptr ) return std::nullopt; + + /*std::optional<const LHCb::VertexBase> refittedPV = m_taggingHelperTool->refitPVWithoutB(*bestPV, bCand, geometry); + if(! refittedPV.has_value()) + return std::nullopt; + */ + // PV refitting isn't possible in Moore (right now) since the PV doesn't save the particles it was made of + std::optional<const LHCb::VertexBase> refittedPV = *bestPV; + + auto pileups = TaggingHelper::pileUpVertices( primaryVertices, *bestPV ); + + int pass = 0; + // loop over tagging particles + for ( const auto* tagCand : taggingPions ) { + Gaudi::LorentzVector tag_mom = tagCand->momentum(); + + //if(std::abs(tag_mom.P()-1571.)>1) continue; + if(!m_taggingHelperTool->passesCommonPreSelection(*tagCand, bCand, pileups, geometry)) continue; + //always() << "preselected pion mom" << tag_mom.P() << endmsg; + pass++; + // exclude tracks too far way from the signal + double deltaPhi = std::fabs(TaggingHelper::dPhi( b_mom.phi(), tag_mom.phi() ) ); + if ( deltaPhi > m_maxDistPhi ) continue; + + const double deltaEta = std::fabs( b_mom.Eta() - tag_mom.Eta() ); + if ( deltaEta > m_maxDeltaEta ) continue; + + // calculate and cut on dQ + const double dQ = ( b_mom + tag_mom ).M() - b_mom.M(); // NB: missing mp term as in Davide's computation (???) + if ( dQ > m_maxDQB0Pion ) continue; + + // cut on the transverse momentum of the B - tagging particle combination + const double btag_pT = ( b_mom + tag_mom ).Pt(); + if ( btag_pT < m_minPTB0Pion ) continue; + + // IP significance cut wrt bestPV + std::optional<std::pair<double, double>> refittedPVIP = m_taggingHelperTool->calcIP( *tagCand, refittedPV.value(), geometry ); + if ( !refittedPVIP.has_value() ) continue; + const double ipSig = refittedPVIP.value().first / refittedPVIP.value().second; + if ( ipSig > m_maxIpSigTagBestPV ) continue; + + // fit BCand and pionCand to vertex and cut on chi2/ndof + std::optional<LHCb::Vertex> tagBVtx = m_taggingHelperTool->fitVertex( *tagCand, bCand, geometry ); + if ( !tagBVtx.has_value() ) continue; + if ( tagBVtx.value().chi2() / tagBVtx.value().nDoF() > m_minChi2B0PionVertex ) continue; + + // inputs for the BDT + const double dR = std::sqrt( deltaEta * deltaEta + deltaPhi * deltaPhi ); + const LHCb::ProtoParticle* tagProto = tagCand->proto(); + const double tagPIDk = tagProto->info( LHCb::ProtoParticle::additionalInfo::CombDLLk, -1000.0 ); + const LHCb::Track* tagTrack = tagProto->track(); + const double tagTrackChi2 = tagTrack->chi2PerDoF(); + const double tagGhostProb = tagTrack->ghostProbability(); + + // MVA !! + std::vector<double> inputVals( 13 ); + inputVals[0] = log( tag_mom.P() / Gaudi::Units::GeV ); + inputVals[1] = log( tag_mom.Pt() / Gaudi::Units::GeV ); + inputVals[2] = log( ipSig ); + inputVals[3] = tagGhostProb; + inputVals[4] = log( deltaPhi ); + inputVals[5] = dR; + inputVals[6] = log( deltaEta ); + inputVals[7] = dQ / Gaudi::Units::GeV; + inputVals[8] = log( b_mom.Pt() / Gaudi::Units::GeV ); + inputVals[9] = log( ( b_mom + tag_mom ).Pt() / Gaudi::Units::GeV ); + inputVals[10] = tagPIDk; + inputVals[11] = tagTrackChi2; + inputVals[12] = refittedPV->nDoF(); + + const double BDT = m_classifier->getClassifierValue( inputVals ); + + //for(auto i : inputVals) always() << i << endmsg; + //always() << BDT << " " << bestBDT << endmsg; + + if ( BDT < bestBDT ) continue; + + // //always() << bestBDT << " " << BDT << endmsg; + bestTagCand = tagCand; + bestBDT = BDT; + } + //always() << pass << " tagging particles pass common preselection" << endmsg; + + //if ( bestTagCand ) return std::make_pair( bestTagCand, bestBDT ) ; + //return std::nullopt; + + double pn = + 1. - ( m_polP0 + m_polP1 * bestBDT + m_polP2 * bestBDT * bestBDT + m_polP3 * bestBDT * bestBDT * bestBDT ); + + if ( pn < m_minPionProb || pn > 1 ) return std::nullopt; + + int tagdecision = bestTagCand->charge() > 0 ? 1 : -1; + if ( bCand.particleID().hasUp() ) tagdecision = -tagdecision; + + LHCb::Tagger tagger; + tagger.setDecision( tagdecision ); + tagger.setOmega( 1 - pn ); + tagger.setType( taggerType() ); + tagger.addToTaggerParts( bestTagCand ); + tagger.setCharge( bestTagCand->charge() ); + tagger.setMvaValue( bestBDT ); + + return tagger; +} \ No newline at end of file diff --git a/Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.h b/Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.h new file mode 100644 index 000000000..a69e2cbf2 --- /dev/null +++ b/Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.h @@ -0,0 +1,84 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#pragma once + +// from Gaudi +#include "GaudiAlg/Transformer.h" +#include "GaudiKernel/ToolHandle.h" + +// from LHCb +#include "Event/FlavourTag.h" +#include "Event/Particle.h" +#include "Event/RecVertex.h" +#include "Event/Tagger.h" +#include "DetDesc/DetectorElement.h" +#include "DetDesc/GenericConditionAccessorHolder.h" + +// from FunctionalFlavourTagging +#include "../Classification/SSPion/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" +#include "Utils/ITaggingHelperTool.h" +#include "Utils/TaggingHelperTool.h" +#include "Utils/TaggingHelper.h" + +class FunctionalSSPionTagger : public Gaudi::Functional::Transformer<LHCb::FlavourTags( + const LHCb::Particles&, const LHCb::Particle::Range&, const LHCb::RecVertices&, + const DetectorElement& ), + LHCb::DetDesc::usesConditions<DetectorElement>> { +public: + /// Standard constructor + FunctionalSSPionTagger( const std::string& name, ISvcLocator* pSvcLocator ) + : Transformer( name, pSvcLocator, + {KeyValue{"BCandidates", ""}, + KeyValue{"TaggingPions", ""}, + KeyValue{"PrimaryVertices", ""}, + KeyValue{"StandardGeometry", "/dd/Structure/LHCb"}}, + KeyValue{"OutputFlavourTags", ""} ) {} + + StatusCode initialize() override; ///< initialization + + LHCb::FlavourTags operator()( const LHCb::Particles& bCandidates, const LHCb::Particle::Range& taggingPions, + const LHCb::RecVertices& primaryVertices, const DetectorElement& ) const override; + + //std::optional<std::pair<const LHCb::Particle*, double>> + // searchForTaggingParticle( const LHCb::Particle& bCand, const LHCb::Particle::Range& taggingPions, + // const LHCb::RecVertices& primaryVertices ) const; + std::optional<LHCb::Tagger> performTagging( const LHCb::Particle& bCand, const LHCb::Particle::Range& taggingPions, + const LHCb::RecVertices& primaryVertices, const IGeometryInfo& geometry ) const; + + LHCb::Tagger::TaggerType taggerType() const { return LHCb::Tagger::TaggerType::SS_PionBDT; } + +private: + Gaudi::Property<double> m_maxDistPhi{this, "MaxDistPhi", 1.1, + "Tagging particle requirement: Maximum phi distance to B candidate"}; + Gaudi::Property<double> m_maxDeltaEta{this, "MaxDeltaEta", 1.2, + "Tagging particle requirement: Maximum eta distance to B candidate"}; + Gaudi::Property<double> m_maxIpSigTagBestPV{this, "MaxIpSigTagBestPV", 4.0, + "Tagging particle requirement: Maximum IP significance wrt to best PV"}; + Gaudi::Property<double> m_maxDQB0Pion{this, "MaxDQB0Pion", 1.2 * Gaudi::Units::GeV, "I don't know what this is"}; + Gaudi::Property<double> m_minPTB0Pion{this, "MaxPTB0Pion", 3.0 * Gaudi::Units::GeV, + "Maximum transverse momentum of the B0-Pion combination"}; + Gaudi::Property<double> m_minChi2B0PionVertex{this, "MinChi2B0PionVertex", 100}; + Gaudi::Property<double> m_minPionProb{this, "MinPionProb", 0.5}; + + mutable Gaudi::Accumulators::SummingCounter<> m_BCount{this, "#BCandidates"}; + mutable Gaudi::Accumulators::SummingCounter<> m_pionCount{this, "#taggingPions"}; + mutable Gaudi::Accumulators::SummingCounter<> m_FTCount{this, "#goodFlavourTags"}; + + ToolHandle<ITaggingHelperTool> m_taggingHelperTool{this, "TaggingHelper", "TaggingHelperTool"}; + // ToolHandle<IVertexFit> m_vertexFitTool{this, "VertexFitter", "LoKi::VertexFitter"}; + + std::unique_ptr<ITaggingClassifier> m_classifier = std::make_unique<SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1>(); + + double m_polP0 = 0.4523; + double m_polP1 = -0.117; + double m_polP2 = -0.122; + double m_polP3 = -0.081; +}; diff --git a/Phys/FunctionalFlavourTagging/src/Utils/ITaggingHelperTool.h b/Phys/FunctionalFlavourTagging/src/Utils/ITaggingHelperTool.h new file mode 100644 index 000000000..d3701885b --- /dev/null +++ b/Phys/FunctionalFlavourTagging/src/Utils/ITaggingHelperTool.h @@ -0,0 +1,49 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#ifndef PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPERTOOL_H +#define PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPERTOOL_H 1 + +#include "GaudiKernel/IAlgTool.h" + +// from LHCb +#include "Event/Particle.h" +#include "Event/RecVertex.h" +#include "DetDesc/IGeometryInfo.h" + +// from FunctionalFlavourTagging +#include "TaggingHelper.h" + +class ITaggingHelperTool : virtual public IAlgTool { + + DeclareInterfaceID( ITaggingHelperTool, 3, 0 ); + +public: + virtual std::optional<std::pair<double, double>> calcIP( const LHCb::Particle&, const LHCb::VertexBase&, const IGeometryInfo& ) const = 0; + virtual std::optional<std::pair<double, double>> calcMinIP( const LHCb::Particle& , + LHCb::RecVertex::ConstVector&, const IGeometryInfo& ) const = 0; + + virtual bool hasOverlap( const LHCb::Particle&, const LHCb::Particle& ) const = 0; + + virtual const LHCb::VertexBase* bestPV( const LHCb::Particle&, const LHCb::RecVertices& ) const = 0; + + virtual std::optional<LHCb::Vertex> fitVertex( const LHCb::Particle&, const LHCb::Particle&, const IGeometryInfo& ) const = 0; + + virtual std::optional<const LHCb::VertexBase> refitPVWithoutB( const LHCb::VertexBase& , + const LHCb::Particle&, + const IGeometryInfo& ) const = 0; + virtual TaggingHelper::CloneStatus cloneCategory(const LHCb::Particle& , const LHCb::Particle& , double ) const = 0; + + virtual bool passesCommonPreSelection( const LHCb::Particle& , const LHCb::Particle&, LHCb::RecVertex::ConstVector&, + const IGeometryInfo& ) const = 0; + +}; + +#endif // PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPERTOOL_H diff --git a/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelper.h b/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelper.h new file mode 100644 index 000000000..b5960f9d2 --- /dev/null +++ b/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelper.h @@ -0,0 +1,154 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#pragma once +#include <cmath> + +#include "Event/RecVertex.h" + +namespace TaggingHelper { + + typedef enum { + DifferentParticles = 0, //< different particles + ConvertedGamma, //< looks like converted gamma + MattTxTyQp, //< same slope in Velo (criteria due to M. Needham) + MattTxTy, //< same slope in Velo (criteria due to M. Needham) + CloneTrackParams, //< same particle based on match in p,eta,phi + CloneHitContent, //< same particle based on track hit content + } CloneStatus; + + inline double dPhi( const double phi1, const double phi2 ) { + const double c1 = std::cos( phi1 ), s1 = std::sin( phi1 ); + const double c2 = std::cos( phi2 ), s2 = std::sin( phi2 ); + return std::atan2( c1 * s2 - c2 * s1, c1 * c2 + s1 * s2 ); + } + + inline double dPhi( const double x1, const double y1, const double x2, const double y2 ) { + const double r1 = std::sqrt( x1 * x1 + y1 * y1 ); + const double r2 = std::sqrt( x2 * x2 + y2 * y2 ); + // at least one of the vectors has zero length, return NaN + if ( 0. == r1 || 0. == r2 ) return std::numeric_limits<double>::quiet_NaN(); + const double c1 = x1 / r1, s1 = y1 / r1; + const double c2 = x2 / r2, s2 = y2 / r2; + return std::atan2( c1 * s2 - c2 * s1, c1 * c2 + s1 * s2 ); + } + + inline LHCb::RecVertex::ConstVector pileUpVertices( const LHCb::RecVertices& allPVs, + const LHCb::VertexBase& bestPV ) { + LHCb::RecVertex::ConstVector puVts; + puVts.reserve( allPVs.size() - 1 ); + + for ( auto const* pv : allPVs ) { + if ( pv->index() == bestPV.index() ) continue; + puVts.push_back( pv ); + } + return puVts; + } + + inline bool areHitFractionClones( const LHCb::Particle& p1, const LHCb::Particle& p2, const double maxSharedHitFraction ) { + if(!p1.proto() || !p2.proto()) return false; + const LHCb::Track* t1 = p1.proto()->track(); + const LHCb::Track* t2 = p2.proto()->track(); + + int nCommonHits = t1->nCommonLhcbIDs( *t2 ); + int norm = std::min( t1->nLHCbIDs(), t2->nLHCbIDs() ); + const double frac = double( nCommonHits ) / double( norm ); + if ( frac > maxSharedHitFraction ) return true; + + return false; + } + + inline bool areMomentumParameterClones( const LHCb::Particle& p1, const LHCb::Particle& p2 ) { + const auto& mom1 = p1.momentum(); + const auto& mom2 = p2.momentum(); + + const double deta = mom1.eta() - mom2.eta(); + const double dphi = dPhi( mom1.x(), mom1.y(), mom2.x(), mom2.y() ); + + const Gaudi::SymMatrix4x4& C1 = p1.momCovMatrix(); + const Gaudi::SymMatrix4x4& C2 = p2.momCovMatrix(); + double err1 = std::sqrt( ( mom1.x() * mom1.x() * C1( 0, 0 ) + mom1.y() * mom1.y() * C1( 1, 1 ) + + mom1.z() * mom1.z() * C1( 2, 2 ) ) + + 2. * ( mom1.x() * mom1.y() * C1( 0, 1 ) + mom1.x() * mom1.z() * C1( 0, 2 ) + + mom1.y() * mom1.z() * C1( 1, 2 ) ) ) / + mom1.P(); + double err2 = std::sqrt( ( mom2.x() * mom2.x() * C2( 0, 0 ) + mom2.y() * mom2.y() * C2( 1, 1 ) + + mom2.z() * mom2.z() * C2( 2, 2 ) ) + + 2. * ( mom2.x() * mom2.y() * C2( 0, 1 ) + mom2.x() * mom2.z() * C2( 0, 2 ) + + mom2.y() * mom2.z() * C2( 1, 2 ) ) ) / + mom2.P(); + + // check if the particles are clones based on their momenta and angles + if ( p1.charge() && p2.charge() ) { + const double dqp = double( p1.charge() ) / mom1.P() - double( p2.charge() ) / mom2.P(); + const double dqperr = + std::sqrt( ( err1 / mom1.P2() ) * ( err1 / mom1.P2() ) + ( err2 / mom2.P2() ) * ( err2 / mom2.P2() ) ); + if ( std::abs( dqp / dqperr ) < 3. && std::abs( deta ) < 0.1 && std::abs( dphi ) < 0.1 ) return true; + } else { + const double dp = mom1.P() - mom2.P(); + const double dperr = std::sqrt( err1 * err1 + err2 * err2 ); + if ( std::abs( dp / dperr ) < 3. && std::abs( deta ) < 0.1 && std::abs( dphi ) < 0.1 ) return true; + } + return false; + } + + inline bool areSlopeClones( const LHCb::Particle& p1, const LHCb::Particle& p2 ) { + const auto& mom1 = p1.momentum(); + const auto& mom2 = p2.momentum(); + + const double dtx = mom1.x() / mom1.z() - mom2.x() / mom2.z(); + const double dty = mom1.y() / mom1.z() - mom2.y() / mom2.z(); + + if ( std::abs( dtx ) < 0.0004 && std::abs( dty ) < 0.0002 ) return true; + + return false; + } + + inline bool areSlopeChargeClones( const LHCb::Particle& p1, const LHCb::Particle& p2 ) { + const auto& mom1 = p1.momentum(); + const auto& mom2 = p2.momentum(); + + const double dtx = mom1.x() / mom1.z() - mom2.x() / mom2.z(); + const double dty = mom1.y() / mom1.z() - mom2.y() / mom2.z(); + + if ( p1.charge() && p2.charge() ) { + const double dqp = double( p1.charge() ) / mom1.P() - double( p2.charge() ) / mom2.P(); + + if ( std::abs( dtx ) < 0.005 && std::abs( dty ) < 0.005 && std::abs( dqp ) < 1e-6 ) return true; + } + return false; + } + + inline bool areConvertedGamma( const LHCb::Particle& p1, const LHCb::Particle& p2 ) { + if ( p1.charge() * p2.charge() < 0 ) { + const double mmu = 105.6583715, me = 0.510998928; + Gaudi::LorentzVector mom1 = p1.momentum(); + Gaudi::LorentzVector mom2 = p2.momentum(); + mom1.SetE( std::sqrt( me * me + mom1.P2() ) ); + mom2.SetE( std::sqrt( me * me + mom2.P2() ) ); + // use 0.25 * mmu as cutoff for low mass - halfway between 0 + // and half a muon mass seems fair when you keep mass resolution + // and numerical precision in mind... + const bool isLowMassSq = ( std::abs( ( mom1 + mom2 ).M2() ) < .0625 * mmu * mmu ); + mom1.SetE( std::sqrt( mmu * mmu + mom1.P2() ) ); + mom2.SetE( std::sqrt( mmu * mmu + mom2.P2() ) ); + if ( isLowMassSq || ( std::abs( ( mom1 + mom2 ).M2() ) < .0625 * mmu * mmu ) ) { + // the system has a small invariant mass - typically, the two + // tracks will also have a small angle (after all, it's a + // gamma on a fixed target... ;), so cut on the cosine of that + // angle + const double p1p2 = mom1.x() * mom2.x() + mom1.y() * mom2.y() + mom1.z() * mom2.z(); + if ( p1p2 / mom1.P() / mom2.P() > 0.999999 ) return true; + } + } + + return false; + } +} // namespace TaggingHelper \ No newline at end of file diff --git a/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.cpp b/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.cpp new file mode 100644 index 000000000..237ce964e --- /dev/null +++ b/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.cpp @@ -0,0 +1,135 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include "TaggingHelperTool.h" +#include "TaggingHelper.h" + +#include <cmath> + +// Declaration of the Algorithm Factory +DECLARE_COMPONENT( TaggingHelperTool ) + +StatusCode TaggingHelperTool::initialize() { + StatusCode sc = GaudiTool::initialize(); + + m_distCalcTool.retrieve().ignore(); + m_overlapTool.retrieve().ignore(); + m_relatedPVTool.retrieve().ignore(); + m_vertexFitTool.retrieve().ignore(); + + return sc; +} + +std::optional<std::pair<double, double>> TaggingHelperTool::calcIP( const LHCb::Particle& part, + const LHCb::VertexBase& vertex, + const IGeometryInfo& geometry ) const { + double ip = -100.0; + double iperr = 0.0; + double ipChi2 = 0; + StatusCode sc = m_distCalcTool->distance( &part, &vertex, ip, ipChi2, geometry ); + if ( sc ) { + iperr = ip / std::sqrt( ipChi2 ); + return std::make_pair( ip, iperr ); + } + return std::nullopt; +} + +std::optional<std::pair<double, double>> TaggingHelperTool::calcMinIP( const LHCb::Particle& part, + LHCb::RecVertex::ConstVector& vertices, + const IGeometryInfo& geometry ) const { + double minIp = std::numeric_limits<double>::max(); + double minIpErr = 0.0; + + for ( auto const* vertex : vertices ) { + auto tempIP = calcIP( part, *vertex, geometry ); + if ( tempIP.has_value() ) { + if ( tempIP.value().first < minIp ) { + minIp = tempIP.value().first; + minIpErr = tempIP.value().second; + } + } + } + if ( minIp < std::numeric_limits<double>::max() ) + return std::make_pair( minIp, minIpErr ); + else + return std::nullopt; +} + +bool TaggingHelperTool::passesCommonPreSelection( const LHCb::Particle& tagCand, const LHCb::Particle& bCand, LHCb::RecVertex::ConstVector& pileups, + const IGeometryInfo& geometry ) const { + if ( m_overlapTool->foundOverlap( &tagCand, &bCand ) ) return false; + + LHCb::Particle::ConstVector bDaughters = m_descendantsTool->descendants( &bCand ); + bDaughters.push_back(&bCand); + + double minPhi = std::numeric_limits<double>::max(); + for ( const auto& bDaughter : bDaughters ) { + if(cloneCategory(tagCand, *bDaughter, m_maxSharedHitFraction)) return false; + + double tempPhi = fabs(TaggingHelper::dPhi(tagCand.momentum().phi(), bDaughter->momentum().phi())); + if(tempPhi < minPhi) minPhi = tempPhi; + } + if(minPhi < m_minDistPhi) return false; + + if(pileups.size() == 0) return true; + std::optional<std::pair<double, double>> puMinIP = calcMinIP( tagCand, pileups, geometry ); + if ( !puMinIP.has_value() ) return false; + const double minIPSig = puMinIP.value().first / puMinIP.value().second; + if ( minIPSig < m_minIpSigTagPileUpVertices ) return false; + + return true; +} + +TaggingHelper::CloneStatus TaggingHelperTool::cloneCategory( const LHCb::Particle& p1, const LHCb::Particle& p2, + double maxSharedHitFraction ) const { + if ( TaggingHelper::areHitFractionClones( p1, p2, maxSharedHitFraction ) ) return TaggingHelper::CloneHitContent; + if ( TaggingHelper::areMomentumParameterClones( p1, p2 ) ) return TaggingHelper::CloneTrackParams; + if ( TaggingHelper::areSlopeClones( p1, p2 ) ) return TaggingHelper::MattTxTy; + if ( TaggingHelper::areSlopeChargeClones( p1, p2 ) ) return TaggingHelper::MattTxTyQp; + if ( TaggingHelper::areConvertedGamma( p1, p2 ) ) return TaggingHelper::ConvertedGamma; + return TaggingHelper::DifferentParticles; +} + +bool TaggingHelperTool::hasOverlap( const LHCb::Particle& tagCand, const LHCb::Particle& bCand ) const { + return m_overlapTool->foundOverlap( &tagCand, &bCand ); +} + +const LHCb::VertexBase* TaggingHelperTool::bestPV( const LHCb::Particle& bCand, + const LHCb::RecVertices& allPVs ) const { + return m_relatedPVTool->relatedPV( &bCand, allPVs ); +} + +std::optional<const LHCb::VertexBase> TaggingHelperTool::refitPVWithoutB( const LHCb::VertexBase& bestPV, + const LHCb::Particle& bCand, + const IGeometryInfo& geometry ) const { + LHCb::VertexBase refittedPV( bestPV ); + LHCb::Particle tempB( bCand ); + always() << tempB.momentum().phi() << " " << refittedPV.nDoF() << endmsg; + const StatusCode sc = m_pvRefitterTool->remove( &tempB, &refittedPV, geometry ); + always() << tempB.momentum().phi() << " " << refittedPV.nDoF() << endmsg; + if ( sc.isFailure() ) { + always() << "vertex refit failed" << endmsg; + return std::nullopt; + } else { + always() << "vertex refit succeeded" << endmsg; + return refittedPV; + } +} + +std::optional<LHCb::Vertex> TaggingHelperTool::fitVertex( const LHCb::Particle& tagCand, + const LHCb::Particle& bCand, + const IGeometryInfo& geometry ) const { + LHCb::Vertex vtx; + StatusCode sc = m_vertexFitTool->fit( vtx, tagCand, bCand, geometry ); + if ( sc.isFailure() ) + return std::nullopt; + else + return vtx; +} diff --git a/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.h b/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.h new file mode 100644 index 000000000..d94ccce94 --- /dev/null +++ b/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.h @@ -0,0 +1,74 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#ifndef PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H +#define PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H 1 + +// from Gaudi +#include "GaudiAlg/GaudiTool.h" + +#include "Kernel/ICheckOverlap.h" +#include "Kernel/IDistanceCalculator.h" +#include "Kernel/IPVReFitter.h" +#include "Kernel/IRelatedPVFinder.h" +#include "Kernel/IVertexFit.h" +#include "Kernel/IParticleDescendants.h" + +// from FlavourTagging +#include "ITaggingHelperTool.h" + +class TaggingHelperTool : public GaudiTool, virtual public ITaggingHelperTool { + +public: + /// Standard constructor + TaggingHelperTool( const std::string& type, const std::string& name, const IInterface* parent ) + : GaudiTool( type, name, parent ){}; + + virtual ~TaggingHelperTool() = default; + StatusCode initialize() override; + + std::optional<std::pair<double, double>> calcIP( const LHCb::Particle& part, + const LHCb::VertexBase& vtx, + const IGeometryInfo& geometry ) const override; + std::optional<std::pair<double, double>> calcMinIP( const LHCb::Particle& part, + LHCb::RecVertex::ConstVector& vertices, + const IGeometryInfo& geometry ) const override; + + bool hasOverlap( const LHCb::Particle& taggingCand, const LHCb::Particle& bCand ) const override; + const LHCb::VertexBase* bestPV( const LHCb::Particle& bCand, const LHCb::RecVertices& allPVs ) const override; + std::optional<LHCb::Vertex> fitVertex( const LHCb::Particle& tagCand, const LHCb::Particle& bCand, const IGeometryInfo& geometry ) const override; + std::optional<const LHCb::VertexBase> refitPVWithoutB( const LHCb::VertexBase& bestPV, + const LHCb::Particle& bCand, + const IGeometryInfo& geometry ) const override; + TaggingHelper::CloneStatus cloneCategory(const LHCb::Particle& tagCand, const LHCb::Particle& bCand, double maxSharedHitFraction ) const override; + bool passesCommonPreSelection( const LHCb::Particle& tagCand, const LHCb::Particle& bCand, LHCb::RecVertex::ConstVector& pileups, + const IGeometryInfo& geometry ) const override; + //bool passesCommonSelection(const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const override; + // LHCb::RecVertex::ConstVector pileUpVertices( const LHCb::RecVertices& allPVs, const LHCb::VertexBase& bestPV) const + // override; + +private: + Gaudi::Property<double> m_minDistPhi{this, "MinDistPhi", 0.005, + "Tagging particle requirement: Minimum phi distance to B candidate."}; + Gaudi::Property<double> m_minIpSigTagPileUpVertices{this, "MinIpSigTagPileUpVertices", 3.0, + "Tagging particle requirement: Minimim IP significance wrt to all pileup vertices."}; + Gaudi::Property<double> m_maxSharedHitFraction{this, "MaxSharedHitFraction", 0.3, + "Maximum allowed fraction of hits shared between tracks."}; + + ToolHandle<IDistanceCalculator> m_distCalcTool{this, "DistanceCalculatorTool", "LoKi::DistanceCalculator"}; + ToolHandle<ICheckOverlap> m_overlapTool{this, "OverlapTool", "CheckOverlap"}; + ToolHandle<IRelatedPVFinder> m_relatedPVTool{ + this, "RelatedPVFinderTool", "GenericParticle2PVRelator__p2PVWithIPChi2_OnlineDistanceCalculatorName_"}; + ToolHandle<IPVReFitter> m_pvRefitterTool{this, "PVRefitterTool", "LoKi::PVReFitter"}; + ToolHandle<IVertexFit> m_vertexFitTool{this, "VertexFitterTool", "LoKi::VertexFitter"}; + ToolHandle<IParticleDescendants> m_descendantsTool{this, "ParticleDescentantsTool", "ParticleDescendants"}; +}; + +#endif // PHYS_PHYS_FLAVOURTAGGING_TAGGINGHELPERSFUNCTIONAL_H \ No newline at end of file -- GitLab From 8a6fe2b47804e5c6906c15ba3257bbd3c2c54235 Mon Sep 17 00:00:00 2001 From: Claire Prouve <claire.prouve@cern.ch> Date: Wed, 17 Nov 2021 18:36:14 +0100 Subject: [PATCH 46/54] fix cmakelist --- CMakeLists.txt | 1 - 1 file changed, 1 deletion(-) diff --git a/CMakeLists.txt b/CMakeLists.txt index e9679f70a..b3819e157 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -53,7 +53,6 @@ lhcb_add_subdirectories( Phys/DecayTreeFitter Phys/ExtraInfoTools Phys/FlavourTagging - Phys/FunctionalFlavourTagging Phys/GenericVertexFinder Phys/HighPtJets Phys/JetAccessories -- GitLab From 3e26be06cac98b99a1d99431203d9a4a15e94c60 Mon Sep 17 00:00:00 2001 From: Claire Prouve <claire.prouve@cern.ch> Date: Wed, 17 Nov 2021 18:37:29 +0100 Subject: [PATCH 47/54] reset flavourtagging to master --- Phys/FlavourTagging/src/BTagging.cpp | 5 +---- Phys/FlavourTagging/src/BTaggingTool.cpp | 12 ++---------- .../src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp | 9 ++++----- .../src/Taggers/SSPion/TaggerPionBDTSameTool.cpp | 5 ----- Phys/FlavourTagging/src/Utils/TaggingHelpers.h | 3 ++- 5 files changed, 9 insertions(+), 25 deletions(-) diff --git a/Phys/FlavourTagging/src/BTagging.cpp b/Phys/FlavourTagging/src/BTagging.cpp index 26bd56bcc..fa5a71701 100644 --- a/Phys/FlavourTagging/src/BTagging.cpp +++ b/Phys/FlavourTagging/src/BTagging.cpp @@ -54,6 +54,7 @@ void BTagging::performTagging( const std::string& location ) { // Make new FT object container FlavourTags* tags = new FlavourTags; + //-------------- loop on signal B candidates from selection for ( Particle::Range::const_iterator icandB = parts.begin(); icandB != parts.end(); ++icandB ) { if ( msgLevel( MSG::DEBUG ) ) debug() << "Found Particle of type " << ( *icandB )->particleID() << endmsg; @@ -61,10 +62,6 @@ void BTagging::performTagging( const std::string& location ) { if ( msgLevel( MSG::DEBUG ) ) debug() << "About to tag candidate B of mass=" << ( *icandB )->momentum().M() / GeV << " GeV" << endmsg; - // if(std::abs(( *icandB )->momentum().P()-103656.) > 100 && std::abs(( *icandB )->momentum().P()-66151.) > 100 ) - // continue; - always() << parts.size() << " b candidates" << endmsg; - FlavourTag* theTag = new FlavourTag; //--------------------- TAG IT --------------------- diff --git a/Phys/FlavourTagging/src/BTaggingTool.cpp b/Phys/FlavourTagging/src/BTaggingTool.cpp index 9db5b6340..8596633dd 100644 --- a/Phys/FlavourTagging/src/BTaggingTool.cpp +++ b/Phys/FlavourTagging/src/BTaggingTool.cpp @@ -111,8 +111,6 @@ private: "Taggers that are not shared between the CallOrder vector and the " "EnabledTaggersMap will be appended in their alphabetic order."}; - Gaudi::Property<bool> m_recoFromFile{this, "RecoFromFile", true, "Reco from File"}; - Gaudi::Property<std::string> m_tagPartLoc{this, "TaggingParticleLocation", "Phys/TaggingParticles", "TES location of the tagging particles."}; @@ -248,14 +246,8 @@ StatusCode BTaggingTool::tag( FlavourTag& flavTag, const Particle* sigPart, cons flavTag.setTaggedB( sigPart ); // Load all particles from tagging location and get all primary vertices - const Particle::Range allTagParts = get<Particle::Range>( m_tagPartLoc ); - RecVertex::Range allVtxs; - if ( m_recoFromFile ) - allVtxs = get<RecVertex::Range>( RecVertexLocation::Primary ); - - else - allVtxs = - get<RecVertex::Range>( "/Event/LHCb__Converters__RecVertex__v2__fromVectorLHCbRecVertices/OutputVerticesName" ); + const Particle::Range allTagParts = get<Particle::Range>( m_tagPartLoc + "/Particles" ); + const RecVertex::Range allVtxs = get<RecVertex::Range>( RecVertexLocation::Primary ); const int nAllVtxs = allVtxs.size(); FeatureGeneratorCache::getInstance().currentOtherVertices = &allVtxs; diff --git a/Phys/FlavourTagging/src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp b/Phys/FlavourTagging/src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp index 9a2278bae..fc9d2b7e6 100644 --- a/Phys/FlavourTagging/src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSKaon/TaggerSSKaon_dev_Tool.cpp @@ -108,7 +108,7 @@ StatusCode TaggerSSKaon_dev_Tool::initialize() { //===================================================================== Tagger TaggerSSKaon_dev_Tool::tag( const Particle* AXB0, const RecVertex* RecVert, const int nPV, Particle::ConstVector& vtags ) { - // always() << vtags.size() << " " << nPV << endmsg; + Tagger tkaon_dev; if ( !RecVert ) return tkaon_dev; @@ -153,7 +153,7 @@ Tagger TaggerSSKaon_dev_Tool::tag( const Particle* AXB0, const RecVertex* RecVer //////////////////////////////// ++ncand; } - // always() << vtags_sel.size() << " kaons after presel" << endmsg; + int cands = vtags_sel.size(); double cands_BDTseltracks = cands; @@ -216,8 +216,8 @@ Tagger TaggerSSKaon_dev_Tool::tag( const Particle* AXB0, const RecVertex* RecVer values.push_back( pidp ); m_BDTseltracks = myBDTseltracks_reader->GetMvaValue( values ); - // always() << "kaon going into the BDT" << endmsg; - // for(unsigned int i=0; i<values.size(); ++i) always() << values.at(i)<<" " <<endmsg; + + // for(unsigned int i=0; i<values.size(); ++i) std::cout << values.at(i)<<" " <<std::endl; if ( msgLevel( MSG::DEBUG ) ) { debug() << " TaggerBDTSSK(Dev) BDTseltracks =" << m_BDTseltracks << " BDT inputs:"; for ( unsigned int i = 0; i < values.size(); ++i ) debug() << values.at( i ) << " "; @@ -241,7 +241,6 @@ Tagger TaggerSSKaon_dev_Tool::tag( const Particle* AXB0, const RecVertex* RecVer const myPair_ev ev_pair = std::make_pair( m_BDTseltracks, ipart ); // find highest nn1 track event_map.push_back( ev_pair ); } - always() << myMap.size() << " kaons survive BDT selection" << endmsg; if ( msgLevel( MSG::DEBUG ) ) debug() << " vtags_sel.size()=" << vtags_sel.size() << " myMap.size()" << myMap.size() << endmsg; diff --git a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameTool.cpp b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameTool.cpp index 3be87c3e6..fc8ce02bc 100644 --- a/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameTool.cpp +++ b/Phys/FlavourTagging/src/Taggers/SSPion/TaggerPionBDTSameTool.cpp @@ -145,7 +145,6 @@ StatusCode TaggerPionBDTSameTool::initialize() { Tagger TaggerPionBDTSameTool::tag( const Particle* AXB0, const RecVertex* RecVert, const int nPV, Particle::ConstVector& vtags ) { - // always() << vtags.size() << endmsg; Tagger tpionS; if ( !RecVert ) return tpionS; @@ -165,7 +164,6 @@ Tagger TaggerPionBDTSameTool::tag( const Particle* AXB0, const RecVertex* RecVer double bestBDT = -99.0, ncand = 0; Particle::ConstVector::const_iterator ipart; for ( ipart = vtags.begin(); ipart != vtags.end(); ++ipart ) { - // always() << "preselected pion mom" << ( *ipart )->p() << endmsg; // PID cuts to select the pion const ProtoParticle* proto = ( *ipart )->proto(); const double PIDk = proto->info( ProtoParticle::additionalInfo::CombDLLk, -1000.0 ); @@ -260,7 +258,6 @@ Tagger TaggerPionBDTSameTool::tag( const Particle* AXB0, const RecVertex* RecVer inputVals.push_back( lcs ); inputVals.push_back( RecVert->nDoF() ); - // for ( unsigned int i = 0; i < inputVals.size(); ++i ) always() << inputVals.at( i ) << endmsg; if ( msgLevel( MSG::DEBUG ) ) { debug() << "SSpion BDT computation for candidate " << ncand << " "; for ( unsigned int i = 0; i < inputVals.size(); ++i ) debug() << inputVals.at( i ) << " "; @@ -268,8 +265,6 @@ Tagger TaggerPionBDTSameTool::tag( const Particle* AXB0, const RecVertex* RecVer const double BDT = m_classifier->getClassifierValue( inputVals ); - // always() << BDT << " " << bestBDT << endmsg; - if ( msgLevel( MSG::DEBUG ) ) debug() << " BDT=" << BDT << endmsg; if ( msgLevel( MSG::DEBUG ) ) diff --git a/Phys/FlavourTagging/src/Utils/TaggingHelpers.h b/Phys/FlavourTagging/src/Utils/TaggingHelpers.h index d73c47630..7a096ff6d 100644 --- a/Phys/FlavourTagging/src/Utils/TaggingHelpers.h +++ b/Phys/FlavourTagging/src/Utils/TaggingHelpers.h @@ -152,7 +152,8 @@ namespace TaggingHelpers { */ SameTrackStatus isSameTrack( const LHCb::Particle& p1, const LHCb::Particle& p2, const double dEta = 0.1, const double dPhi = 0.1, const double sigmaP = 3., const double dppErr = -1., - const double eHitFraction = 0.7, const double cosConvertedGammaAngle = 0.999999 ); + const double minSharedHitFraction = 0.7, + const double cosConvertedGammaAngle = 0.999999 ); template <typename A, typename B> std::vector<A> keys_of_map( std::map<A, B> m ) { -- GitLab From 27d6647398fc294792b6c9312b0e62eb3ea080d4 Mon Sep 17 00:00:00 2001 From: Claire Prouve <claire.prouve@cern.ch> Date: Wed, 17 Nov 2021 18:40:00 +0100 Subject: [PATCH 48/54] Delete TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C --- ..._BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C | 8070 ----------------- 1 file changed, 8070 deletions(-) delete mode 100644 Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C diff --git a/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C b/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C deleted file mode 100644 index 4ca20fa56..000000000 --- a/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.class.C +++ /dev/null @@ -1,8070 +0,0 @@ -/*****************************************************************************\ -* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * -* * -* This software is distributed under the terms of the GNU General Public * -* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * -* * -* In applying this licence, CERN does not waive the privileges and immunities * -* granted to it by virtue of its status as an Intergovernmental Organization * -* or submit itself to any jurisdiction. * -\*****************************************************************************/ -// Class: ReadBDTG_BsBsb_6vars_BDTGselTCut_072 -// Automatically generated by MethodBase::MakeClass -// - -/* configuration options ===================================================== - -#GEN -*-*-*-*-*-*-*-*-*-*-*- general info -*-*-*-*-*-*-*-*-*-*-*- - -Method : BDT::BDTG_BsBsb_6vars_BDTGselTCut_072 -TMVA Release : 4.2.1 [262657] -ROOT Release : 6.06/02 [394754] -Creator : sakar -Date : Thu Jun 1 14:48:33 2017 -Host : Linux lcgapp-slc6-physical1.cern.ch 2.6.32-573.8.1.el6.x86_64 #1 SMP Wed Nov 11 15:27:45 CET 2015 -x86_64 x86_64 x86_64 GNU/Linux Dir : /afs/cern.ch/user/s/sakar/Analysis/FlavourTagging/FT-SSKdev Training -events: 100000 Analysis type : [Classification] - - -#OPT -*-*-*-*-*-*-*-*-*-*-*-*- options -*-*-*-*-*-*-*-*-*-*-*-*- - -# Set by User: -V: "False" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)] -H: "False" [Print method-specific help message] -NTrees: "1000" [Number of trees in the forest] -MaxDepth: "2" [Max depth of the decision tree allowed] -MinNodeSize: "2.5%" [Minimum percentage of training events required in a leaf node (default: Classification: 5%, -Regression: 0.2%)] nCuts: "20" [Number of grid points in variable range used in finding optimal cut in node splitting] -BoostType: "Grad" [Boosting type for the trees in the forest (note: AdaCost is still experimental)] -UseBaggedBoost: "True" [Use only a random subsample of all events for growing the trees in each boost iteration.] -Shrinkage: "1.000000e-01" [Learning rate for GradBoost algorithm] -BaggedSampleFraction: "5.000000e-01" [Relative size of bagged event sample to original size of the data sample (used -whenever bagging is used (i.e. UseBaggedBoost, Bagging,)] # Default: VerbosityLevel: "Default" [Verbosity level] -VarTransform: "None" [List of variable transformations performed before training, e.g., -"D_Background,P_Signal,G,N_AllClasses" for: "Decorrelation, PCA-transformation, Gaussianisation, Normalisation, each for -the given class of events ('AllClasses' denotes all events of all classes, if no class indication is given, 'All' is -assumed)"] CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)] -IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for -testing and performance evaluation)] AdaBoostR2Loss: "quadratic" [Type of Loss function in AdaBoostR2] AdaBoostBeta: -"5.000000e-01" [Learning rate for AdaBoost algorithm] UseRandomisedTrees: "False" [Determine at each node splitting the -cut variable only as the best out of a random subset of variables (like in RandomForests)] UseNvars: "3" [Size of the -subset of variables used with RandomisedTree option] UsePoissonNvars: "True" [Interpret "UseNvars" not as fixed number -but as mean of a Possion distribution in each split with RandomisedTree option] UseYesNoLeaf: "True" [Use Sig or Bkg -categories, or the purity=S/(S+B) as classification of the leaf node -> Real-AdaBoost] NegWeightTreatment: -"ignorenegweightsintraining" [How to treat events with negative weights in the BDT training (particular the boosting) : -IgnoreInTraining; Boost With inverse boostweight; Pair events with negative and positive weights in traning sample and -*annihilate* them (experimental!)] Css: "1.000000e+00" [AdaCost: cost of true signal selected signal] Cts_sb: -"1.000000e+00" [AdaCost: cost of true signal selected bkg] Ctb_ss: "1.000000e+00" [AdaCost: cost of true bkg selected -signal] Cbb: "1.000000e+00" [AdaCost: cost of true bkg selected bkg ] NodePurityLimit: "5.000000e-01" [In -boosting/pruning, nodes with purity > NodePurityLimit are signal; background otherwise.] SeparationType: "giniindex" -[Separation criterion for node splitting] DoBoostMonitor: "False" [Create control plot with ROC integral vs tree number] -UseFisherCuts: "False" [Use multivariate splits using the Fisher criterion] -MinLinCorrForFisher: "8.000000e-01" [The minimum linear correlation between two variables demanded for use in Fisher -criterion in node splitting] UseExclusiveVars: "False" [Variables already used in fisher criterion are not anymore -analysed individually for node splitting] DoPreselection: "False" [and and apply automatic pre-selection for 100% -efficient signal (bkg) cuts prior to training] SigToBkgFraction: "1.000000e+00" [Sig to Bkg ratio used in Training -(similar to NodePurityLimit, which cannot be used in real adaboost] PruneMethod: "nopruning" [Note: for BDTs use small -trees (e.g.MaxDepth=3) and NoPruning: Pruning: Method used for pruning (removal) of statistically insignificant -branches ] PruneStrength: "0.000000e+00" [Pruning strength] PruningValFraction: "5.000000e-01" [Fraction of events to -use for optimizing automatic pruning.] nEventsMin: "0" [deprecated: Use MinNodeSize (in % of training events) instead] -UseBaggedGrad: "False" [deprecated: Use *UseBaggedBoost* instead: Use only a random subsample of all events for growing -the trees in each iteration.] GradBaggingFraction: "5.000000e-01" [deprecated: Use *BaggedSampleFraction* instead: -Defines the fraction of events to be used in each iteration, e.g. when UseBaggedGrad=kTRUE. ] UseNTrainEvents: "0" -[deprecated: Use *BaggedSampleFraction* instead: Number of randomly picked training events used in randomised (and -bagged) trees] NNodesMax: "0" [deprecated: Use MaxDepth instead to limit the tree size] -## - - -#VAR -*-*-*-*-*-*-*-*-*-*-*-* variables *-*-*-*-*-*-*-*-*-*-*-*- - -NVar 6 -log(B_PT) ptB ptB log momentum of the B GeV 'D' -[5.81567382812,11.3906908035] nTracks_presel_BDTGcut ntracks ntracks number of tagging -tracks 'I' [1,11] nPV npv npv number of primary -vertexes 'I' [1,7] (Tr_Charge*Tr_BDTG_selBestTracks_14vars) QxBDT_1 QxBDT_1 -Charge times BDT best track 'F' -[-0.990905165672,0.991657495499] (Tr_Charge_2nd*Tr_BDTG_selBestTracks_14vars_2nd) QxBDT_2nd QxBDT_2nd Charge times BDT -2nd best track 'F' -[-0.986771941185,0.986282944679] (Tr_Charge_3rd*Tr_BDTG_selBestTracks_14vars_3rd) QxBDT_3rd QxBDT_3rd Charge times BDT -3rd best track 'F' -[-0.969503164291,0.978638589382] NSpec 0 - - -============================================================================ */ - -#include <cmath> -#include <iostream> -#include <string> -#include <vector> - -#define NNBsBsb new BDTG_BsBsb_6vars_BDTGselTCut_072Node - -#ifndef BDTG_BsBsb_6vars_BDTGselTCut_072Node__def -# define BDTG_BsBsb_6vars_BDTGselTCut_072Node__def - -class BDTG_BsBsb_6vars_BDTGselTCut_072Node { - -public: - // constructor of an essentially "empty" node floating in space - BDTG_BsBsb_6vars_BDTGselTCut_072Node( BDTG_BsBsb_6vars_BDTGselTCut_072Node* left, - BDTG_BsBsb_6vars_BDTGselTCut_072Node* right, int selector, double cutValue, - bool cutType, int nodeType, double purity, double response ) - : fLeft( left ) - , fRight( right ) - , fSelector( selector ) - , fCutValue( cutValue ) - , fCutType( cutType ) - , fNodeType( nodeType ) - , fPurity( purity ) - , fResponse( response ) {} - - virtual ~BDTG_BsBsb_6vars_BDTGselTCut_072Node(); - - // test event if it decends the tree at this node to the right - virtual bool GoesRight( const std::vector<double>& inputValues ) const; - BDTG_BsBsb_6vars_BDTGselTCut_072Node* GetRight( void ) { return fRight; }; - - // test event if it decends the tree at this node to the left - virtual bool GoesLeft( const std::vector<double>& inputValues ) const; - BDTG_BsBsb_6vars_BDTGselTCut_072Node* GetLeft( void ) { return fLeft; }; - - // return S/(S+B) (purity) at this node (from training) - - double GetPurity( void ) const { return fPurity; } - // return the node type - int GetNodeType( void ) const { return fNodeType; } - double GetResponse( void ) const { return fResponse; } - -private: - BDTG_BsBsb_6vars_BDTGselTCut_072Node* fLeft; // pointer to the left daughter node - BDTG_BsBsb_6vars_BDTGselTCut_072Node* fRight; // pointer to the right daughter node - int fSelector; // index of variable used in node selection (decision tree) - double fCutValue; // cut value appplied on this node to discriminate bkg against sig - bool fCutType; // true: if event variable > cutValue ==> signal , false otherwise - int fNodeType; // Type of node: -1 == Bkg-leaf, 1 == Signal-leaf, 0 = internal - double fPurity; // Purity of node from training - double fResponse; // Regression response value of node -}; - -//_______________________________________________________________________ -BDTG_BsBsb_6vars_BDTGselTCut_072Node::~BDTG_BsBsb_6vars_BDTGselTCut_072Node() { - if ( fLeft != NULL ) delete fLeft; - if ( fRight != NULL ) delete fRight; -} - -//_______________________________________________________________________ -bool BDTG_BsBsb_6vars_BDTGselTCut_072Node::GoesRight( const std::vector<double>& inputValues ) const { - // test event if it decends the tree at this node to the right - bool result; - result = ( inputValues[fSelector] > fCutValue ); - if ( fCutType == true ) - return result; // the cuts are selecting Signal ; - else - return !result; -} - -//_______________________________________________________________________ -bool BDTG_BsBsb_6vars_BDTGselTCut_072Node::GoesLeft( const std::vector<double>& inputValues ) const { - // test event if it decends the tree at this node to the left - if ( !this->GoesRight( inputValues ) ) - return true; - else - return false; -} - -#endif - -#ifndef IClassifierReader__def -# define IClassifierReader__def - -class IClassifierReader { - -public: - // constructor - IClassifierReader() : fStatusIsClean( true ) {} - virtual ~IClassifierReader() {} - - // return classifier response - virtual double GetMvaValue( const std::vector<double>& inputValues ) const = 0; - - // returns classifier status - bool IsStatusClean() const { return fStatusIsClean; } - -protected: - bool fStatusIsClean; -}; - -#endif - -class ReadBDTG_BsBsb_6vars_BDTGselTCut_072 : public IClassifierReader { - -public: - // constructor - ReadBDTG_BsBsb_6vars_BDTGselTCut_072( std::vector<std::string>& theInputVars ) - : IClassifierReader(), fClassName( "ReadBDTG_BsBsb_6vars_BDTGselTCut_072" ), fNvars( 6 ), fIsNormalised( false ) { - // the training input variables - const char* inputVars[] = {"log(B_PT)", - "nTracks_presel_BDTGcut", - "nPV", - "(Tr_Charge*Tr_BDTG_selBestTracks_14vars)", - "(Tr_Charge_2nd*Tr_BDTG_selBestTracks_14vars_2nd)", - "(Tr_Charge_3rd*Tr_BDTG_selBestTracks_14vars_3rd)"}; - - // sanity checks - if ( theInputVars.size() <= 0 ) { - std::cout << "Problem in class \"" << fClassName << "\": empty input vector" << std::endl; - fStatusIsClean = false; - } - - if ( theInputVars.size() != fNvars ) { - std::cout << "Problem in class \"" << fClassName - << "\": mismatch in number of input values: " << theInputVars.size() << " != " << fNvars << std::endl; - fStatusIsClean = false; - } - - // validate input variables - for ( size_t ivar = 0; ivar < theInputVars.size(); ivar++ ) { - if ( theInputVars[ivar] != inputVars[ivar] ) { - std::cout << "Problem in class \"" << fClassName << "\": mismatch in input variable names" << std::endl - << " for variable [" << ivar << "]: " << theInputVars[ivar].c_str() << " != " << inputVars[ivar] - << std::endl; - fStatusIsClean = false; - } - } - - // initialize min and max vectors (for normalisation) - fVmin[0] = 0; - fVmax[0] = 0; - fVmin[1] = 0; - fVmax[1] = 0; - fVmin[2] = 0; - fVmax[2] = 0; - fVmin[3] = 0; - fVmax[3] = 0; - fVmin[4] = 0; - fVmax[4] = 0; - fVmin[5] = 0; - fVmax[5] = 0; - - // initialize input variable types - fType[0] = 'D'; - fType[1] = 'I'; - fType[2] = 'I'; - fType[3] = 'F'; - fType[4] = 'F'; - fType[5] = 'F'; - - // initialize constants - Initialize(); - } - - // destructor - virtual ~ReadBDTG_BsBsb_6vars_BDTGselTCut_072() { - Clear(); // method-specific - } - - // the classifier response - // "inputValues" is a vector of input values in the same order as the - // variables given to the constructor - double GetMvaValue( const std::vector<double>& inputValues ) const override; - -private: - // method-specific destructor - void Clear(); - - // common member variables - const char* fClassName; - - const size_t fNvars; - size_t GetNvar() const { return fNvars; } - char GetType( int ivar ) const { return fType[ivar]; } - - // normalisation of input variables - const bool fIsNormalised; - bool IsNormalised() const { return fIsNormalised; } - double fVmin[6]; - double fVmax[6]; - double NormVariable( double x, double xmin, double xmax ) const { - // normalise to output range: [-1, 1] - return 2 * ( x - xmin ) / ( xmax - xmin ) - 1.0; - } - - // type of input variable: 'F' or 'I' - char fType[6]; - - // initialize internal variables - void Initialize(); - double GetMvaValue__( const std::vector<double>& inputValues ) const; - - // private members (method specific) - std::vector<BDTG_BsBsb_6vars_BDTGselTCut_072Node*> fForest; // i.e. root nodes of decision trees - std::vector<double> fBoostWeights; // the weights applied in the individual boosts -}; - -double ReadBDTG_BsBsb_6vars_BDTGselTCut_072::GetMvaValue__( const std::vector<double>& inputValues ) const { - double myMVA = 0; - for ( unsigned int itree = 0; itree < fForest.size(); itree++ ) { - BDTG_BsBsb_6vars_BDTGselTCut_072Node* current = fForest[itree]; - while ( current->GetNodeType() == 0 ) { // intermediate node - if ( current->GoesRight( inputValues ) ) - current = (BDTG_BsBsb_6vars_BDTGselTCut_072Node*)current->GetRight(); - else - current = (BDTG_BsBsb_6vars_BDTGselTCut_072Node*)current->GetLeft(); - } - myMVA += current->GetResponse(); - } - return 2.0 / ( 1.0 + exp( -2.0 * myMVA ) ) - 1.0; -} - -void ReadBDTG_BsBsb_6vars_BDTGselTCut_072::Initialize() { - // itree = 0 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.34554, -0.0256629 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473019, -0.0039059 ), 3, -0.905044, 1, 0, 0.442571, -0.0574286 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562696, 0.00974114 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.735259, 0.0396358 ), 3, 0.946412, 1, 0, 0.589305, 0.0893049 ), - 3, 0.802609, 1, 0, 0.497806, -0.00219351 ) ); - // itree = 1 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.289158, -0.0343202 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449061, -0.00697817 ), 3, -0.939307, 1, 0, 0.425769, -0.068961 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554021, 0.00779548 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.75133, 0.0424372 ), - 3, 0.951485, 1, 0, 0.571604, 0.0668412 ), - 3, -0.70791, 1, 0, 0.499734, -8.44226e-05 ) ); - // itree = 2 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.273082, -0.0330442 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44902, -0.006586 ), 3, -0.939129, 1, 0, 0.423563, -0.0656942 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555061, 0.00724312 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.774458, 0.0404523 ), 3, 0.95259, 1, 0, 0.573439, 0.0633304 ), - 3, -0.707539, 1, 0, 0.499648, -0.000194554 ) ); - // itree = 3 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.276226, -0.0309865 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.427195, -0.00948431 ), 3, -0.945753, 1, 0, 0.403465, -0.0782109 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522948, 0.00263126 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.651341, 0.0208862 ), 3, 0.905581, 1, 0, 0.553939, 0.0434667 ), - 3, -0.80196, 1, 0, 0.498406, -0.00143887 ) ); - // itree = 4 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.343288, -0.0190822 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477792, -0.00231851 ), 3, -0.90506, 1, 0, 0.445708, -0.0397661 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565255, 0.00758774 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.70713, 0.0274392 ), - 3, 0.937042, 1, 0, 0.594538, 0.0709528 ), - 3, 0.802254, 1, 0, 0.502, 0.00211097 ) ); - // itree = 5 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.247784, -0.0337512 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442311, -0.00574588 ), 3, -0.952205, 1, 0, 0.425052, -0.051005 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540704, 0.00401524 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.669047, 0.0204793 ), 3, 0.914047, 1, 0, 0.574567, 0.0512552 ), - 3, -0.707682, 1, 0, 0.500878, 0.000856008 ) ); - // itree = 6 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.35375, -0.0158006 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457503, -0.00375224 ), 3, -0.892053, 1, 0, 0.406545, -0.0596047 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523956, 0.00231573 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.647619, 0.0154392 ), 3, 0.905291, 1, 0, 0.554197, 0.0344754 ), - 3, -0.802184, 1, 0, 0.499879, -0.00013518 ) ); - // itree = 7 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.353982, -0.0139067 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499948, 1.84232e-05 ), 3, -0.899826, 1, 0, 0.471422, -0.0164133 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.606745, 0.010793 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.743593, 0.0271079 ), - 3, 0.946734, 1, 0, 0.651361, 0.0925181 ), - 3, 0.897308, 1, 0, 0.502311, 0.00228626 ) ); - // itree = 8 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.329833, -0.0193751 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450737, -0.00407235 ), 4, -0.795102, 1, 0, 0.438238, -0.0369139 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545597, 0.00365018 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.655468, 0.0135793 ), 3, 0.910454, 1, 0, 0.587231, 0.0453197 ), - 3, 0.802564, 1, 0, 0.494468, -0.00587883 ) ); - // itree = 9 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.385093, -0.0108842 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450523, 0.00057096 ), 4, 0.799051, 1, 0, 0.400417, -0.0547125 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52441, 0.00222182 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.65936, 0.0136081 ), 3, 0.906241, 1, 0, 0.557114, 0.0310918 ), - 3, -0.80209, 1, 0, 0.498491, -0.00100954 ) ); - // itree = 10 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.238947, -0.027585 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391645, -0.00727693 ), 3, -0.954963, 1, 0, 0.354771, -0.0702016 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505206, 0.000911529 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.650234, 0.0120165 ), 3, 0.901453, 1, 0, 0.533158, 0.0183101 ), - 3, -0.896512, 1, 0, 0.502567, 0.0031314 ) ); - // itree = 11 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.34395, -0.0119551 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470814, -0.00230152 ), 3, -0.905489, 1, 0, 0.440647, -0.0288212 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571378, 0.00449363 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.774007, 0.0289049 ), 3, 0.955693, 1, 0, 0.591287, 0.0397097 ), - 3, 0.802842, 1, 0, 0.496783, -0.00328306 ) ); - // itree = 12 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.318408, -0.0163779 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411417, -0.0012251 ), 4, 0.796974, 1, 0, 0.347855, -0.0672487 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478012, -0.00146677 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.592102, 0.00585923 ), 3, 0.811857, 1, 0, 0.526982, 0.00972541 ), - 3, -0.89629, 1, 0, 0.496414, -0.00341027 ) ); - // itree = 13 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.287999, -0.0160124 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444064, -0.00337994 ), 3, -0.93913, 1, 0, 0.42113, -0.0326705 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552928, 0.00190532 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.654034, 0.0143489 ), 4, 0.796118, 1, 0, 0.566463, 0.0221906 ), - 3, -0.707781, 1, 0, 0.494452, -0.00499256 ) ); - // itree = 14 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487619, 0.0014096 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428081, -0.00554785 ), 0, 8.57312, 1, 0, 0.4394, -0.0236224 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56516, 0.00319487 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.742232, 0.0193827 ), 3, 0.945151, 1, 0, 0.592686, 0.0333532 ), - 3, 0.801399, 1, 0, 0.49716, -0.00215331 ) ); - // itree = 15 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.245652, -0.0204323 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418511, -0.00401162 ), 3, -0.962863, 1, 0, 0.406222, -0.03147 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544747, 0.00232026 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.654434, 0.0128812 ), 4, 0.79578, 1, 0, 0.556411, 0.0218954 ), - 3, -0.801105, 1, 0, 0.500711, 0.00210397 ) ); - // itree = 16 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.257637, -0.018271 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437444, -0.00302173 ), 3, -0.952206, 1, 0, 0.421324, -0.0266885 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542642, 0.00169353 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.700432, 0.0143689 ), 3, 0.926984, 1, 0, 0.574253, 0.0246553 ), - 3, -0.707682, 1, 0, 0.498173, -0.000887423 ) ); - // itree = 17 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42469, -0.00688434 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479734, 3.91474e-05 ), 4, -0.70241, 1, 0, 0.466506, -0.0107707 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.596361, -0.00137688 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.670311, 0.0119052 ), 4, -0.796539, 1, 0, 0.64636, 0.0425454 ), - 3, 0.896605, 1, 0, 0.497845, -0.00148053 ) ); - // itree = 18 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.341709, -0.0111512 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452381, -0.00170682 ), 4, -0.796458, 1, 0, 0.441184, -0.0171432 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562445, -0.000945063 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.615546, 0.00793218 ), 4, -0.705855, 1, 0, 0.596306, 0.0292066 ), - 3, 0.802058, 1, 0, 0.500032, 0.000440252 ) ); - // itree = 19 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428886, -0.0158613 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474816, -0.00359822 ), 4, -0.883345, 1, 0, 0.467303, -0.0339395 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456774, -0.000855681 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.609976, 0.00644142 ), 3, 0.801503, 1, 0, 0.507684, 0.00930686 ), - 4, -0.70241, 1, 0, 0.496667, -0.00249242 ) ); - // itree = 20 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447651, -0.00144224 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.387665, -0.0153474 ), 0, 9.56255, 1, 0, 0.439596, -0.0164498 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546786, -0.0041856 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.609628, 0.00635645 ), 4, -0.796566, 1, 0, 0.594654, 0.0232563 ), - 3, 0.802564, 1, 0, 0.498357, -0.00140276 ) ); - // itree = 21 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.317506, -0.012187 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.398475, -0.000374224 ), 4, 0.799029, 1, 0, 0.343224, -0.0472786 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498483, 0.000101687 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.660975, 0.00852145 ), 3, 0.899716, 1, 0, 0.53158, 0.0103085 ), - 3, -0.896392, 1, 0, 0.499457, 0.000487568 ) ); - // itree = 22 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.280152, -0.0131639 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42806, -0.0027003 ), 3, -0.936514, 1, 0, 0.396695, -0.0291353 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.541355, -0.0015986 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561003, 0.00353476 ), 4, -0.705316, 1, 0, 0.555848, 0.0145523 ), - 3, -0.801722, 1, 0, 0.497151, -0.00156003 ) ); - // itree = 23 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454476, -0.00787425 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480636, -0.00228219 ), 4, -0.834333, 1, 0, 0.470854, -0.0265294 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480665, 0.000193344 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.669801, 0.00814811 ), 3, 0.896957, 1, 0, 0.507058, 0.00740395 ), - 4, -0.704907, 1, 0, 0.497292, -0.00174976 ) ); - // itree = 24 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.237176, -0.0170147 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.376573, -0.00324465 ), 3, -0.959249, 1, 0, 0.350862, -0.0322573 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511464, -0.00209154 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536499, 0.00237992 ), 4, -0.702465, 1, 0, 0.529949, 0.00793522 ), - 3, -0.896366, 1, 0, 0.499268, 0.00104944 ) ); - // itree = 25 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.31703, -0.00960682 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.394476, 0.000242175 ), 4, 0.0487118, 1, 0, 0.348904, -0.0316539 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51963, -0.00345166 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532022, 0.00182543 ), 4, -0.797663, 1, 0, 0.530353, 0.00760888 ), - 3, -0.89604, 1, 0, 0.499451, 0.000922128 ) ); - // itree = 26 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443711, -0.00198506 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451874, 0.00474858 ), 4, 0.795888, 1, 0, 0.444864, -0.00722125 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563275, -0.00346273 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.603762, 0.00457249 ), 5, -0.694623, 1, 0, 0.59704, 0.0202148 ), - 3, 0.802229, 1, 0, 0.502167, 0.00310991 ) ); - // itree = 27 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.311917, -0.00946534 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391023, -0.000361497 ), 4, 0.0501215, 1, 0, 0.34531, -0.031995 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517629, -0.000139145 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566061, 0.00408666 ), 4, 0.0432576, 1, 0, 0.529982, 0.00597991 ), - 3, -0.896497, 1, 0, 0.498428, -0.000508684 ) ); - // itree = 28 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456655, -0.00559276 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486835, 0.000342776 ), 5, 0.780827, 1, 0, 0.463309, -0.0256943 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482108, 0.000420693 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.669374, 0.00779742 ), 3, 0.895143, 1, 0, 0.508596, 0.00831415 ), - 4, -0.799093, 1, 0, 0.501828, 0.00323178 ) ); - // itree = 29 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.370637, -0.00560138 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547551, -0.00123561 ), 3, -0.70737, 1, 0, 0.470522, -0.0195921 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440634, -0.000747121 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581514, 0.00287756 ), 3, -0.708044, 1, 0, 0.509114, 0.00644003 ), - 4, -0.704907, 1, 0, 0.4986, -0.000652424 ) ); - // itree = 30 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.314233, -0.00871763 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418152, 0.00363396 ), 4, 0.796718, 1, 0, 0.347977, -0.0266331 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478235, -0.000513218 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.602167, 0.00340698 ), 3, 0.811856, 1, 0, 0.532207, 0.00717739 ), - 3, -0.89629, 1, 0, 0.501018, 0.00145343 ) ); - // itree = 31 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.315937, -0.00713251 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515945, -0.000421323 ), 3, -0.896187, 1, 0, 0.488428, -0.00781996 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480162, 0.00161177 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.69151, 0.00876152 ), 3, 0.894686, 1, 0, 0.522648, 0.0178336 ), - 4, 0.0451339, 1, 0, 0.498047, -0.000608681 ) ); - // itree = 32 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.320514, -0.00583981 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514502, -0.000627702 ), 3, -0.89604, 1, 0, 0.487681, -0.0080678 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496476, -0.000823782 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537411, 0.00465933 ), 4, 0.758068, 1, 0, 0.528164, 0.0207654 ), - 4, 0.046733, 1, 0, 0.499105, 6.84523e-05 ) ); - // itree = 33 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483613, 0.000871743 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437965, -0.00568178 ), 0, 9.37086, 1, 0, 0.472634, -0.000774382 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.623712, 0.00230468 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.780128, 0.0205464 ), 3, 0.959214, 1, 0, 0.651279, 0.0275247 ), - 3, 0.896313, 1, 0, 0.503634, 0.00413629 ) ); - // itree = 34 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447645, -0.0101469 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500343, 0.000600995 ), 4, -0.898915, 1, 0, 0.498369, 0.00170105 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536731, 0.00304738 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582418, 0.0153565 ), 4, 0.905875, 1, 0, 0.544201, 0.0285827 ), - 4, 0.798657, 1, 0, 0.505429, 0.00584182 ) ); - // itree = 35 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.37006, -0.00843411 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.589846, -0.000550368 ), 3, 0.89542, 1, 0, 0.452356, -0.0332955 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482159, 0.000330565 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.667935, 0.00508841 ), 3, 0.895731, 1, 0, 0.509252, 0.00591163 ), - 4, -0.796227, 1, 0, 0.500705, 2.22062e-05 ) ); - // itree = 36 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389941, -0.00381097 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445954, 0.00261379 ), 4, 0.798769, 1, 0, 0.402832, -0.0145226 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562947, -0.00325777 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558435, 0.00225301 ), 5, -0.693262, 1, 0, 0.558926, 0.0109272 ), - 3, -0.801192, 1, 0, 0.50199, 0.00164431 ) ); - // itree = 37 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.340717, -0.00503756 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527897, 0.000443617 ), 3, -0.89661, 1, 0, 0.49903, -0.00186568 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516777, 0.00316912 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535865, 0.0076454 ), 5, 0.806232, 1, 0, 0.523264, 0.028625 ), - 5, 0.0515391, 1, 0, 0.502103, 0.00200062 ) ); - // itree = 38 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444031, -0.00828184 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468667, -0.00245031 ), 4, -0.883343, 1, 0, 0.464648, -0.0204872 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.363321, -0.00348123 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540588, 0.00176437 ), 3, -0.895347, 1, 0, 0.511649, 0.0063648 ), - 4, -0.702779, 1, 0, 0.498754, -0.00100251 ) ); - // itree = 39 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449841, -0.00626858 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488755, -0.00284203 ), 0, 8.87395, 1, 0, 0.475714, -0.0278896 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472445, -0.000409005 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.656186, 0.00456659 ), 3, 0.896967, 1, 0, 0.500901, 0.00172263 ), - 5, -0.690538, 1, 0, 0.497787, -0.001938 ) ); - // itree = 40 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421964, -0.001833 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567081, 0.000837056 ), 3, -0.707723, 1, 0, 0.496584, -0.00296906 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561988, 0.00939877 ), 4, 0.88995, 1, 0, 0.499092, -0.000944173 ) ); - // itree = 41 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485026, -0.00175278 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505026, 0.00195286 ), 1, 4, 1, 0, 0.487582, -0.000490538 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477644, 0.000473921 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.695141, 0.00631839 ), 3, 0.897026, 1, 0, 0.520916, 0.00897045 ), - 4, 0.0465526, 1, 0, 0.496988, -0.00334308 ) ); - // itree = 42 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.312874, -0.00662249 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.416221, 0.00290772 ), 3, -0.922434, 1, 0, 0.351888, -0.0142655 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516124, -0.000711686 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53977, 0.0016376 ), 4, -0.703471, 1, 0, 0.533579, 0.00674153 ), - 3, -0.895476, 1, 0, 0.502549, 0.00315389 ) ); - // itree = 43 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440851, -0.00645242 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496327, -0.000981142 ), 4, -0.79739, 1, 0, 0.489123, -0.010452 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525047, 0.0058191 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540541, 0.00820806 ), 5, 0.837367, 1, 0, 0.532494, 0.041434 ), - 5, 0.793219, 1, 0, 0.491448, -0.00767044 ) ); - // itree = 44 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480052, -0.00210269 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41002, -0.00020419 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56487, 0.00221077 ), 3, -0.801893, 1, 0, 0.507778, 0.00814714 ), - 0, 8.27243, 1, 0, 0.505653, 0.00587047 ) ); - // itree = 45 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50252, 0.00174925 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461836, -0.000929667 ), 0, 8.65759, 1, 0, 0.471388, -0.000122701 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.627737, 0.00204792 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.774574, 0.0168708 ), 3, 0.95863, 1, 0, 0.654889, 0.0233888 ), - 3, 0.895731, 1, 0, 0.503926, 0.00404638 ) ); - // itree = 46 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437183, -0.00881817 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.349249, -0.0037187 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5344, 0.00129521 ), 3, -0.89538, 1, 0, 0.504025, 0.00355622 ), - 4, -0.889553, 1, 0, 0.501415, 0.00152154 ) ); - // itree = 47 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466534, -0.00304928 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502433, 0.000277959 ), 0, 8.20497, 1, 0, 0.50031, -0.000279926 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514642, 0.00306421 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537948, 0.00787175 ), 5, 0.792642, 1, 0, 0.524456, 0.0298288 ), - 5, 0.0492926, 1, 0, 0.503255, 0.00339305 ) ); - // itree = 48 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424782, -0.00120795 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570848, 0.000937404 ), 3, -0.707682, 1, 0, 0.499228, -0.000725603 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570116, 0.00866882 ), 4, 0.892467, 1, 0, 0.501774, 0.00101829 ) ); - // itree = 49 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490334, 0.00302514 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556073, -0.00145603 ), 3, 0.792757, 1, 0, 0.514909, 0.0130163 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.412004, -0.00226232 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.579966, 0.00145867 ), 3, -0.707035, 1, 0, 0.497044, -0.00213189 ), - 0, 8.67026, 1, 0, 0.501102, 0.0013089 ) ); - // itree = 50 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442831, -0.00112542 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45127, 0.0035823 ), 1, 4, 1, 0, 0.4439, 0.00196445 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582544, 0.00090606 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.754473, 0.0107652 ), 3, 0.955699, 1, 0, 0.599893, 0.010018 ), - 3, 0.802863, 1, 0, 0.501994, 0.00153679 ) ); - // itree = 51 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462976, -0.00321471 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505474, 0.0029163 ), 5, 0.781423, 1, 0, 0.468178, -0.015275 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53447, 0.00255348 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50475, -0.000253687 ), 0, 8.6246, 1, 0, 0.510884, 0.0037906 ), - 4, -0.704907, 1, 0, 0.499339, -0.00136351 ) ); - // itree = 52 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463329, -0.00933271 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495925, -0.000674283 ), 5, -0.828752, 1, 0, 0.494924, -0.00574377 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471805, 0.00391443 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.637925, -0.000283801 ), 3, 0.893574, 1, 0, 0.515417, 0.0182282 ), - 5, 0.0503538, 1, 0, 0.497503, -0.00272703 ) ); - // itree = 53 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42911, -0.0100011 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503136, 0.000358254 ), 4, -0.884074, 1, 0, 0.500901, 0.000552304 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542559, 0.00618453 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558285, 0.00816726 ), 1, 4, 1, 0, 0.550406, 0.0201519 ), - 5, 0.793231, 1, 0, 0.503444, 0.00277179 ) ); - // itree = 54 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456025, -0.00608335 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502928, 0.000358611 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537754, 0.00466667 ), 1, 5, 1, 0, 0.504478, 0.00298297 ), - 4, -0.89294, 1, 0, 0.502766, 0.00223733 ) ); - // itree = 55 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494621, -0.000804637 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556247, 0.00680992 ), 4, 0.892328, 1, 0, 0.497041, -0.0036327 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470715, 0.00122664 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.617572, 0.00939505 ), 3, 0.793145, 1, 0, 0.522112, 0.0215978 ), - 2, 3, 1, 0, 0.499787, -5.66813e-05 ) ); - // itree = 56 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.2416, -0.0131733 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419831, -0.000742745 ), 3, -0.953591, 1, 0, 0.400664, -0.0108509 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536454, -0.00123768 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573944, 0.00298379 ), 0, 9.11696, 1, 0, 0.552952, 0.000547963 ), - 3, -0.800917, 1, 0, 0.496405, -0.00368461 ) ); - // itree = 57 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439972, -0.00691406 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495698, -0.000670283 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511024, 0.00106014 ), 1, 3, 1, 0, 0.500929, -0.00118279 ), - 4, -0.890205, 1, 0, 0.498627, -0.00199218 ) ); - // itree = 58 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483461, -0.00153936 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514333, 0.00285893 ), 2, 3, 1, 0, 0.487119, -0.000174174 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496192, -0.00141376 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532287, 0.00234736 ), 4, 0.745106, 1, 0, 0.52681, 0.0106895 ), - 4, 0.0466187, 1, 0, 0.49826, -0.00193252 ) ); - // itree = 59 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487387, -0.00183955 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52877, 0.00380213 ), 1, 5, 1, 0, 0.489776, -0.000927058 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477639, -0.000291508 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.659982, 0.00754479 ), 3, 0.890704, 1, 0, 0.504419, 0.00449739 ), - 2, 2, 1, 0, 0.49603, -0.000120081 ) ); - // itree = 60 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.306004, -0.00466 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517121, -0.000228555 ), 3, -0.896392, 1, 0, 0.487554, -0.00496557 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389877, -0.000717219 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57903, 0.00357043 ), 3, -0.895349, 1, 0, 0.529249, 0.0154187 ), - 4, 0.0475076, 1, 0, 0.499212, 0.000733839 ) ); - // itree = 61 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447173, 0.000240229 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564629, -0.00168523 ), 3, 0.801056, 1, 0, 0.490062, -0.00278681 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516996, -0.000252009 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538571, 0.00518072 ), 0, 9.06981, 1, 0, 0.527714, 0.0105568 ), - 4, 0.0475076, 1, 0, 0.500473, 0.00090252 ) ); - // itree = 62 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.341042, -0.0024732 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532092, 0.000793575 ), 3, -0.896497, 1, 0, 0.502012, 0.00210943 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542576, 0.00628567 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522417, 0.00328441 ), 1, 4, 1, 0, 0.532631, 0.0105249 ), - 5, 0.793101, 1, 0, 0.503655, 0.00353961 ) ); - // itree = 63 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501679, 0.000463784 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493866, -0.00146051 ), 1, 3, 1, 0, 0.49919, -1.92856e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538888, 0.00527992 ), 1, 5, 1, 0, 0.501088, 0.00169061 ) ); - // itree = 64 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.266839, -0.00832985 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428603, -9.91655e-05 ), 3, -0.945741, 1, 0, 0.403872, -0.00663075 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574456, -0.00408982 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557607, 0.0010332 ), 5, -0.784823, 1, 0, 0.558466, 0.00498891 ), - 3, -0.801893, 1, 0, 0.501794, 0.000729277 ) ); - // itree = 65 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433102, -0.00714349 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499212, -0.000153966 ), 4, -0.890205, 1, 0, - 0.497027, -0.00226235 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544231, 0.0058547 ), 1, 5, 1, 0, 0.499261, 0.00129985 ) ); - // itree = 66 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451445, -0.00508772 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476241, 0.000192471 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.658295, 0.00253299 ), 3, 0.89725, 1, 0, 0.505036, 0.00320818 ), - 4, -0.891383, 1, 0, 0.503027, 0.00207807 ) ); - // itree = 67 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467933, -0.000849383 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457631, 0.00452812 ), 5, 0.791373, 1, 0, 0.467486, -0.00411114 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60194, -0.00437137 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.673361, 0.00581754 ), 5, -0.693262, 1, 0, 0.658411, 0.0201027 ), - 3, 0.897299, 1, 0, 0.499957, 6.94811e-06 ) ); - // itree = 68 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493491, 0.00316008 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548698, -0.00196914 ), 3, 0.788328, 1, 0, 0.514029, 0.012089 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460606, -0.00123498 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.651898, 0.00171685 ), 3, 0.89725, 1, 0, 0.495794, -0.00426974 ), - 0, 8.5724, 1, 0, 0.498993, -0.00139958 ) ); - // itree = 69 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439131, -0.00543709 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51614, -0.000736285 ), 4, -0.703513, 1, 0, 0.480666, -0.017288 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503525, 0.000556128 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488721, -0.002857 ), 5, 0.745629, 1, 0, 0.501912, 0.00130819 ), - 5, -0.69014, 1, 0, 0.499271, -0.00100324 ) ); - // itree = 70 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485838, -0.00162156 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51473, 0.00154013 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499075, -0.000101936 ), 0, 8.99301, 1, 0, - 0.505355, 0.00460604 ), - 0, 8.24309, 1, 0, 0.504069, 0.00320328 ) ); - // itree = 71 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470503, 0.00245848 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547733, -0.00110129 ), 3, -0.698346, 1, 0, 0.509089, 0.00614662 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483034, -0.00245137 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496499, -0.000424517 ), 0, 8.98881, 1, 0, 0.493157, -0.00577809 ), - 0, 8.73592, 1, 0, 0.49725, -0.00271474 ) ); - // itree = 72 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422606, -0.00866791 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492224, -0.000309892 ), 5, -0.769391, 1, 0, 0.489078, -0.00414607 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498013, -0.0014465 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532656, 0.00198743 ), 4, 0.745374, 1, 0, 0.52734, 0.00903507 ), - 4, 0.0486293, 1, 0, 0.499876, -0.000426422 ) ); - // itree = 73 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4362, -0.00562848 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516756, -0.00151726 ), 4, -0.701494, 1, 0, 0.479483, -0.0207322 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50014, 6.28632e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545085, 0.00550206 ), 1, 5, 1, 0, 0.501768, 0.00273004 ), - 5, -0.69014, 1, 0, 0.498976, -0.00117265 ) ); - // itree = 74 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465626, -0.00151395 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512941, 0.000871476 ), 4, -0.703859, 1, 0, 0.501882, 0.00202853 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429744, 0.0101874 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576313, 0.00287727 ), 3, -0.895225, 1, 0, 0.532417, 0.0303476 ), - 5, 0.0496907, 1, 0, 0.505773, 0.00563708 ) ); - // itree = 75 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463233, -0.00381185 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495116, -0.00053336 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512441, 0.00165461 ), 1, 3, 1, 0, 0.501253, 0.00182705 ), - 0, 8.26161, 1, 0, 0.498547, -0.00130412 ) ); - // itree = 76 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475089, -0.00218921 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526738, 0.00234912 ), 0, 8.15145, 1, 0, 0.513767, 0.011085 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458573, -0.00151868 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.657444, 0.0027251 ), 3, 0.89726, 1, 0, 0.49589, -0.00445013 ), - 0, 8.60819, 1, 0, 0.499423, -0.00137989 ) ); - // itree = 77 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462489, -0.00115107 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.633021, 0.00126718 ), 3, 0.89725, 1, 0, 0.489048, -0.00523078 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506716, -0.00358011 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551724, 0.00376888 ), 4, 0.814167, 1, 0, 0.543742, 0.0146767 ), - 4, 0.796318, 1, 0, 0.497719, -0.00207471 ) ); - // itree = 78 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444741, -0.00451122 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517276, 0.00144791 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502057, 0.000254424 ), 0, 8.70158, 1, 0, 0.505876, 0.00440455 ), - 4, -0.890205, 1, 0, 0.503511, 0.00329614 ) ); - // itree = 79 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391868, -0.0028785 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440905, 0.00601599 ), 5, 0.791753, 1, 0, 0.395559, -0.0138459 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556664, 0.00241017 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556135, -0.00046519 ), 1, 2, 1, 0, 0.556299, -0.00147704 ), - 3, -0.802119, 1, 0, 0.496697, -0.00332761 ) ); - // itree = 80 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.459863, 0.00113582 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571555, -0.00184175 ), 3, 0.799398, 1, 0, 0.501558, 0.000454635 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.357725, -0.00797429 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56775, 0.000738372 ), 3, -0.801922, 1, 0, 0.487581, -0.0101265 ), - 0, 9.27698, 1, 0, 0.497054, -0.00295532 ) ); - // itree = 81 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439893, -0.00439049 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50024, 2.95646e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54511, 0.00372053 ), 5, 0.793651, 1, 0, 0.502209, 0.00114854 ), - 4, -0.892817, 1, 0, 0.499953, 0.000267893 ) ); - // itree = 82 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525832, 0.00321504 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498934, 8.82322e-05 ), 0, 9.10188, 1, 0, 0.513523, 0.0144726 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431065, -0.00124445 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.596298, 0.000617102 ), 3, 0.802863, 1, 0, 0.496053, -0.00340338 ), - 1, 2, 1, 0, 0.501227, 0.00135944 ) ); - // itree = 83 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462561, -0.00323433 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520597, 0.00155925 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496802, -0.000349481 ), 0, 8.6271, 1, 0, - 0.500509, 0.000634212 ), - 0, 8.17687, 1, 0, 0.498506, -0.00114507 ) ); - // itree = 84 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493435, -0.00093768 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503235, 0.000908097 ), 0, 8.87617, 1, 0, 0.499741, 9.33066e-06 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556125, 0.00874418 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506148, 0.000794926 ), 1, 2, 1, 0, 0.523146, 0.00831066 ), - 2, 3, 1, 0, 0.502331, 0.000474192 ) ); - // itree = 85 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476388, -0.00222874 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548226, 0.00382542 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499853, 0.000200442 ), 0, 8.41062, 1, 0, 0.502167, 0.00276571 ), - 0, 8.26161, 1, 0, 0.500255, 0.000884732 ) ); - // itree = 86 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.409228, -0.00186048 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559742, 0.000584783 ), 3, -0.707496, 1, 0, 0.487936, -0.00375522 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554617, 0.00566499 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526225, 0.00112177 ), 1, 2, 1, 0, 0.530896, 0.00264567 ), - 4, 0.046733, 1, 0, 0.499908, 0.000523788 ) ); - // itree = 87 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460814, 0.00433815 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.392409, -0.00075272 ), 0, 8.91995, 1, 0, 0.418097, 0.0112409 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547475, -0.00503791 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545989, -0.000728994 ), 5, -0.693262, 1, 0, 0.546153, -0.00747857 ), - 3, -0.80209, 1, 0, 0.499016, -0.000588067 ) ); - // itree = 88 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.373758, 0.00138694 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454751, -0.00168185 ), 3, -0.887574, 1, 0, 0.423228, -0.00379021 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560711, 0.000407013 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.750475, 0.00912763 ), 3, 0.952252, 1, 0, 0.577029, 0.00589848 ), - 3, -0.707596, 1, 0, 0.501045, 0.00111187 ) ); - // itree = 89 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53226, 0.00271087 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499569, 8.98725e-05 ), 0, 8.54994, 1, 0, 0.505054, 0.00496086 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479036, -0.0026132 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493958, -0.000792144 ), 0, 8.70158, 1, 0, 0.490398, -0.00894071 ), - 1, 2, 1, 0, 0.494644, -0.0025797 ) ); - // itree = 90 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482588, -0.00115293 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508435, 0.00152465 ), 2, 3, 1, 0, 0.485722, -0.000280297 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528104, 0.00150355 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522824, -0.00126269 ), 1, 4, 1, 0, 0.527175, 0.00223492 ), - 4, 0.0467696, 1, 0, 0.4974, -0.00214428 ) ); - // itree = 91 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528545, 0.00235777 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503561, 0.000429005 ), 0, 8.4531, 1, 0, 0.508686, 0.0071235 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40779, -0.00420419 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60588, 0.000254093 ), 3, 0.802661, 1, 0, 0.485554, -0.0107775 ), - 0, 9.22365, 1, 0, 0.500308, 0.000639976 ) ); - // itree = 92 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488662, 0.00203063 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49973, -0.00113413 ), 4, -0.702353, 1, 0, 0.496381, -0.00123817 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.362909, -0.00108586 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537297, 0.00239966 ), 3, -0.891207, 1, 0, 0.511994, 0.0115683 ), - 2, 2, 1, 0, 0.503003, 0.000479029 ) ); - // itree = 93 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468817, -0.000384644 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.643681, 0.0018426 ), 3, 0.894858, 1, 0, 0.498394, -0.000378978 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555665, 0.00468323 ), 4, 0.890019, 1, 0, 0.500602, 0.000603925 ) ); - // itree = 94 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469318, 0.00262849 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510811, -0.00346508 ), 3, -0.786516, 1, 0, 0.494741, -0.0102719 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503051, 0.000903854 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483844, -0.00405296 ), 2, 3, 1, 0, 0.501, 0.00128239 ), - 0, 8.5724, 1, 0, 0.499888, 0.000206439 ) ); - // itree = 95 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457999, 0.00208793 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515069, -0.00289587 ), 3, -0.796885, 1, 0, 0.494332, -0.00990474 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430243, -0.000923703 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612189, 0.00237376 ), 3, 0.802987, 1, 0, 0.500575, 0.00153514 ), - 0, 8.73592, 1, 0, 0.498937, -0.00146613 ) ); - // itree = 96 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.340307, -0.00189784 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528101, 0.000127354 ), 3, -0.896497, 1, 0, 0.498088, -0.000967946 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550145, 0.00456095 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50829, 0.000498992 ), 0, 8.8609, 1, 0, 0.522056, 0.0148434 ), - 1, 4, 1, 0, 0.501491, 0.000269856 ) ); - // itree = 97 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487038, -0.00191327 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502891, 0.000604466 ), 1, 2, 1, 0, 0.498178, -0.00157362 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576499, 0.00829687 ), 4, 0.890097, 1, 0, 0.501169, 0.000772524 ) ); - // itree = 98 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419988, 0.000578206 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560651, -0.00269939 ), 3, -0.707314, 1, 0, 0.491329, -0.00704565 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452326, -0.00435697 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522802, 0.00253697 ), 4, -0.697975, 1, 0, 0.506598, 0.00615385 ), - 2, 2, 1, 0, 0.497842, -1.38843e-05 ) ); - // itree = 99 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443694, -0.00368783 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482159, 0.00221241 ), 0, 9.23779, 1, 0, 0.458126, -0.0130332 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503167, -0.00192355 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506747, 0.000656301 ), 5, -0.691826, 1, 0, 0.5064, 0.00257428 ), - 4, -0.798862, 1, 0, 0.499285, 0.00027399 ) ); - // itree = 100 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44387, -0.00410369 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506992, 0.00108022 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500153, -0.000364326 ), 2, 2, 1, 0, 0.504057, -3.63083e-05 ), - 4, -0.889048, 1, 0, 0.501639, 0.00210426 ) ); - // itree = 101 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535864, 0.00391028 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428846, -0.00669659 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501896, 5.61686e-05 ), 4, -0.891391, 1, 0, - 0.499068, -0.00101603 ), - 0, 8.12551, 1, 0, 0.50065, 0.000664956 ) ); - // itree = 102 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.438344, -0.00495587 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510346, 0.00214875 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500619, -0.000291368 ), 5, -0.691197, 1, 0, - 0.50174, -9.69967e-05 ), - 4, -0.892817, 1, 0, 0.499429, -0.00105766 ) ); - // itree = 103 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488659, -0.000191808 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536356, 0.00561893 ), 1, 5, 1, 0, 0.490627, -0.000976402 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504556, -0.0025975 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557689, 0.00526877 ), 4, 0.897528, 1, 0, 0.510662, -0.0114174 ), - 4, 0.0475076, 1, 0, 0.496229, -0.00296702 ) ); - // itree = 104 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502835, 0.00599178 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529635, -0.000608578 ), 3, -0.792078, 1, 0, 0.520185, 0.0162838 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462949, -0.00223294 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508693, 0.000103122 ), 4, -0.705253, 1, 0, 0.496206, -0.00301377 ), - 0, 8.48789, 1, 0, 0.499689, -0.0002106 ) ); - // itree = 105 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530458, 0.00270906 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498571, -0.00100798 ), 2, 2, 1, 0, 0.516725, -7.7391e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494087, -0.000622245 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529776, 0.00362017 ), 5, 0.790026, 1, 0, 0.496124, -0.00219616 ), - 0, 8.5724, 1, 0, 0.499787, 0.000269096 ) ); - // itree = 106 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514466, 0.00539289 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.541225, -0.000666959 ), 3, -0.701156, 1, 0, 0.527823, 0.0226199 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495627, -0.000687736 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501403, 0.00107822 ), 0, 8.93538, 1, 0, 0.499529, 0.00184126 ), - 0, 8.39974, 1, 0, 0.502689, 0.00416138 ) ); - // itree = 107 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.385171, -0.000812656 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48409, 0.00421188 ), 3, -0.855857, 1, 0, 0.414478, 0.00535097 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490936, -0.0034099 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549717, -0.00112501 ), 0, 8.27623, 1, 0, 0.54483, -0.00920816 ), - 3, -0.801922, 1, 0, 0.496485, -0.00380847 ) ); - // itree = 108 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505485, 0.000528997 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489695, -0.00130534 ), 0, 9.35875, 1, 0, 0.50173, 0.00159906 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467836, -0.00887363 ), 0, 9.94938, 1, 0, 0.500753, 0.000789325 ) ); - // itree = 109 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516081, 0.000954234 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495821, -0.000612844 ), 0, 8.55961, 1, 0, 0.49996, -0.00109366 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44932, 0.000572862 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.711674, 0.0168251 ), 3, 0.89725, 1, 0, 0.506918, 0.0139876 ), - 0, 9.51324, 1, 0, 0.50112, 0.00142146 ) ); - // itree = 110 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.394813, -0.00214372 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465958, 0.00958503 ), 5, 0.790334, 1, 0, 0.400457, -0.00767176 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557862, 0.00244408 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557267, -0.00012202 ), 1, 2, 1, 0, 0.55745, -0.00096421 ), - 3, -0.801655, 1, 0, 0.499386, -0.00016076 ) ); - // itree = 111 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489052, 6.28224e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506828, -0.00221845 ), 4, 0.04812, 1, 0, 0.494317, -0.00384343 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537899, 0.00391241 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505537, 0.000139106 ), 0, 8.95644, 1, 0, 0.519081, 0.0125935 ), - 2, 3, 1, 0, 0.496969, -0.000215082 ) ); - // itree = 112 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51222, 0.000962568 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471195, -0.00394866 ), 2, 2, 1, 0, 0.494486, 0.000299854 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511468, 0.00200805 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493619, -0.000219208 ), 0, 9.31897, 1, 0, 0.503839, 0.00638268 ), - 0, 8.83146, 1, 0, 0.50085, 0.0013213 ) ); - // itree = 113 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45569, -0.00772827 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492864, 0.000477041 ), 5, -0.818224, 1, 0, 0.472913, -0.0227669 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.3454, -0.00155065 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531542, 0.000527719 ), 3, -0.895628, 1, 0, 0.501222, 0.00151609 ), - 5, -0.774279, 1, 0, 0.499329, -0.0001084 ) ); - // itree = 114 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43349, 0.00905427 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594151, 0.000374831 ), 3, -0.801246, 1, 0, 0.520953, 0.0244511 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504483, 0.00091297 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494788, -0.00194831 ), 1, 4, 1, 0, 0.503365, 0.00115861 ), - 5, -0.781814, 1, 0, 0.504389, 0.00490711 ) ); - // itree = 115 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.260522, -0.00561757 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391946, 0.00388903 ), 3, -0.958266, 1, 0, 0.367419, 0.0132574 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522928, 0.000153702 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573265, -0.00436998 ), 4, 0.79578, 1, 0, 0.528992, -0.00214548 ), - 3, -0.895434, 1, 0, 0.501066, 0.000516772 ) ); - // itree = 116 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491489, -0.000683236 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537942, 0.00142646 ), 4, 0.79865, 1, 0, 0.497307, -0.00275485 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51487, 0.0017988 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553654, 0.00805684 ), 5, 0.829336, 1, 0, 0.523608, 0.0192929 ), - 5, 0.0496907, 1, 0, 0.500614, 1.74357e-05 ) ); - // itree = 117 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481079, -0.00213445 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517402, 0.00114462 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497164, -0.000215161 ), 0, 8.69305, 1, 0, - 0.500905, 0.000938894 ), - 0, 8.24309, 1, 0, 0.499556, -0.000576627 ) ); - // itree = 118 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497358, 0.00104684 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53372, 0.00567332 ), 1, 4, 1, 0, 0.509962, 0.0155881 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.438356, -0.0016547 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.596057, 0.000316679 ), 3, 0.802345, 1, 0, 0.495275, -0.00628594 ), - 5, -0.691533, 1, 0, 0.497081, -0.00357041 ) ); - // itree = 119 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491281, -0.000653224 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479091, -0.00333484 ), 0, 8.21755, 1, 0, 0.48469, -0.0208712 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.339161, -0.00240053 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537931, 0.00109293 ), 3, -0.896305, 1, 0, 0.50209, 0.00307252 ), - 0, 8.47044, 1, 0, 0.499758, -0.000135753 ) ); - // itree = 120 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499125, 3.8321e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486224, -0.00285065 ), 5, 0.0515391, 1, 0, - 0.497612, -0.00189091 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542932, 0.00388 ), 1, 5, 1, 0, 0.499745, -0.000491368 ) ); - // itree = 121 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494207, -0.000832154 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5015, 0.00123801 ), 0, 9.17472, 1, 0, 0.497133, -0.00166078 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490929, -0.00490325 ), 1, 5, 1, 0, 0.496825, -0.00280532 ) ); - // itree = 122 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428454, -0.00512067 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500778, 0.000123007 ), 4, -0.892817, 1, 0, 0.498562, -8.32205e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538069, 0.00365602 ), 1, 5, 1, 0, 0.500444, 0.000505358 ) ); - // itree = 123 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492452, 0.0024055 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506176, 9.14912e-05 ), 4, -0.702234, 1, 0, 0.502929, 0.0039182 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49139, -0.00171695 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504258, 0.00195489 ), 0, 9.30464, 1, 0, 0.495234, -0.00624728 ), - 1, 3, 1, 0, 0.500234, -1.2622e-05 ) ); - // itree = 124 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535794, 0.00301147 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485523, -0.00182527 ), 2, 2, 1, 0, 0.513727, -0.00122161 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460701, -0.00100761 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.65507, 0.00169382 ), 3, 0.89726, 1, 0, 0.496644, -0.00317394 ), - 0, 8.46791, 1, 0, 0.499023, -0.0014207 ) ); - // itree = 125 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467291, -0.000578977 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447793, -0.00414435 ), 1, 3, 1, 0, 0.456386, -0.0120734 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522685, 0.00166491 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502553, -0.000406728 ), 0, 8.39924, 1, 0, 0.504913, -0.000223829 ), - 4, -0.796167, 1, 0, 0.497618, -0.00246651 ) ); - // itree = 126 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49488, -0.00100883 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502858, 0.000896977 ), 1, 2, 1, 0, 0.500127, -2.06592e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506849, 0.000178708 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465594, -0.00637459 ), 2, 2, 1, 0, 0.492797, 0.00293224 ), - 1, 4, 1, 0, 0.499102, 0.000408982 ) ); - // itree = 127 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.32418, -0.00409786 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532499, 0.00150504 ), 3, -0.893974, 1, 0, 0.504238, 0.00526884 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461375, -0.00224325 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511707, 0.000225435 ), 4, -0.703859, 1, 0, 0.495673, -0.00336746 ), - 1, 2, 1, 0, 0.498174, -0.000857833 ) ); - // itree = 128 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495683, -0.000179984 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531982, 0.00327205 ), 1, 5, 1, 0, 0.497234, 0.00180018 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582129, 0.00772978 ), 4, 0.89247, 1, 0, 0.50033, 0.00133982 ) ); - // itree = 129 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516744, 0.00317337 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496212, -0.000423135 ), 5, -0.781927, 1, 0, 0.497477, -0.00142073 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389937, -0.0080788 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532978, -0.0018422 ), 3, -0.78807, 1, 0, 0.483944, -0.0217013 ), - 2, 3, 1, 0, 0.496001, -0.000322819 ) ); - // itree = 130 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479074, 0.000492489 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.455068, -0.00285093 ), 2, 2, 1, 0, 0.470295, -0.000963504 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501885, -0.00547469 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515367, 0.00128789 ), 5, -0.7852, 1, 0, 0.514808, 0.00660668 ), - 4, -0.702353, 1, 0, 0.502831, 0.00371218 ) ); - // itree = 131 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.455349, -0.00398783 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483719, 0.00135479 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504079, -0.000693588 ), 4, -0.70184, 1, 0, - 0.4985, -0.000865745 ), - 0, 8.17687, 1, 0, 0.496188, -0.00306252 ) ); - // itree = 132 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47434, -0.0023319 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529419, 0.00258428 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498499, 5.9065e-05 ), 0, 8.65557, 1, 0, 0.503523, 0.00408802 ), - 0, 8.22942, 1, 0, 0.501655, 0.0023503 ) ); - // itree = 133 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501766, 0.00107377 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52277, 0.00510212 ), 5, -0.827021, 1, 0, 0.511925, 0.0178569 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481325, -0.00162051 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49885, -6.43756e-05 ), 0, 8.22123, 1, 0, 0.497769, -0.00137035 ), - 5, -0.78285, 1, 0, 0.498599, -0.000243114 ) ); - // itree = 134 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43711, -0.00427316 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50517, 0.000571109 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481182, -0.00458158 ), 0, 9.70298, 1, 0, 0.503229, 0.00225259 ), - 4, -0.88998, 1, 0, 0.500677, 0.00129797 ) ); - // itree = 135 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461914, 0.000719081 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497576, -0.00650355 ), 4, -0.793414, 1, 0, 0.481154, -0.018131 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.417795, 0.00143803 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54993, -0.000179876 ), 3, -0.801922, 1, 0, 0.502066, 0.00243014 ), - 5, -0.784385, 1, 0, 0.500883, 0.00126704 ) ); - // itree = 136 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.24419, -0.00969013 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435078, -0.000697747 ), 3, -0.950975, 1, 0, 0.416933, -0.0084758 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560998, 0.000369826 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.750278, 0.0076568 ), 3, 0.952852, 1, 0, 0.57727, 0.00514268 ), - 3, -0.706452, 1, 0, 0.497945, -0.00159492 ) ); - // itree = 137 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489848, 5.73487e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481288, -0.00193825 ), 2, 2, 1, 0, 0.48602, -0.000388593 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50741, -0.00305423 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533004, 0.00234012 ), 5, -0.778572, 1, 0, 0.529966, 0.010638 ), - 4, 0.0450853, 1, 0, 0.498302, -0.000691635 ) ); - // itree = 138 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485495, -0.00161775 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524536, 0.00213913 ), 1, 4, 1, 0, 0.491144, -0.000479774 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510543, 0.00191938 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494091, -0.000627002 ), 0, 9.28557, 1, 0, 0.502977, 0.00501707 ), - 0, 8.83235, 1, 0, 0.499173, 0.00039413 ) ); - // itree = 139 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527107, 0.0025932 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505318, 0.000587318 ), 2, 2, 1, 0, 0.517841, -0.000986919 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486002, -0.00183532 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50249, 0.000921647 ), 0, 8.76741, 1, 0, 0.499189, 0.000691353 ), - 0, 8.35507, 1, 0, 0.501034, 0.00240008 ) ); - // itree = 140 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485899, -0.00185577 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502065, 0.00051572 ), 2, 2, 1, 0, 0.493213, -0.00256666 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458598, -0.00213258 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525281, 0.00201533 ), 4, -0.797715, 1, 0, 0.509336, 0.00689823 ), - 1, 3, 1, 0, 0.498843, -0.000919211 ) ); - // itree = 141 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440364, -0.00377751 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48135, 0.00290552 ), 0, 9.23339, 1, 0, 0.456291, -0.0112075 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506261, 0.00049667 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546688, 0.00383503 ), 5, 0.050952, 1, 0, 0.509939, 0.00518692 ), - 4, -0.795897, 1, 0, 0.501688, 0.00266529 ) ); - // itree = 142 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489712, 0.00293156 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486843, -0.00130301 ), 5, -0.687478, 1, 0, 0.487097, -0.00591948 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518829, -0.00138393 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565284, 0.00543524 ), 4, 0.840725, 1, 0, 0.545887, 0.0144326 ), - 4, 0.796041, 1, 0, 0.496166, -0.00278002 ) ); - // itree = 143 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514959, 0.0019384 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497501, 0.00105942 ), 0, 8.73592, 1, 0, 0.502192, 0.00900736 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513153, -0.00402949 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533004, 9.38644e-05 ), 0, 9.0207, 1, 0, 0.524776, -0.0126765 ), - 4, 0.798528, 1, 0, 0.505642, 0.00569425 ) ); - // itree = 144 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525117, 0.00306894 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480982, -0.00257783 ), 0, 9.38389, 1, 0, 0.514085, 0.0138174 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490821, -0.00140201 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507163, 0.00304737 ), 0, 9.43266, 1, 0, 0.494261, -0.00525826 ), - 1, 2, 1, 0, 0.499984, 0.000373247 ) ); - // itree = 145 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.408481, 0.0013503 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551063, -0.00156659 ), 3, -0.802083, 1, 0, 0.496172, -0.00318113 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520331, 0.00319308 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495052, -0.000935857 ), 1, 3, 1, 0, 0.51244, 0.00358171 ), - 2, 2, 1, 0, 0.503065, -0.000145763 ) ); - // itree = 146 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490392, 0.00324567 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552121, 0.000892624 ), 3, -0.699455, 1, 0, 0.520245, 0.0209436 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4915, -0.00131148 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501849, 0.000500583 ), 0, 8.77392, 1, 0, 0.499656, -0.000341333 ), - 0, 8.33755, 1, 0, 0.501574, 0.00164175 ) ); - // itree = 147 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498398, -0.000324725 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515755, 0.00195021 ), 1, 4, 1, 0, 0.500539, 0.000125269 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467043, 0.00812231 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.623111, -0.00254688 ), 3, -0.801106, 1, 0, 0.541624, 0.0195963 ), - 5, 0.789909, 1, 0, 0.502776, 0.000808534 ) ); - // itree = 148 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.245062, -0.00917952 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449436, 0.00138227 ), 3, -0.952207, 1, 0, 0.430695, 0.00440146 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549392, -0.00154636 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.743022, 0.00580986 ), 3, 0.952852, 1, 0, 0.565944, -0.00682053 ), - 3, -0.707682, 1, 0, 0.498479, -0.00122281 ) ); - // itree = 149 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.401934, -0.00146317 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564127, 0.00316011 ), 3, -0.800801, 1, 0, 0.510857, 0.0105474 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483153, -0.00223232 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495276, -0.000729418 ), 0, 8.55005, 1, 0, 0.493229, -0.0070858 ), - 1, 2, 1, 0, 0.498327, -0.00219754 ) ); - // itree = 150 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480289, -0.00237593 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509749, 0.00104456 ), 1, 3, 1, 0, 0.491246, -0.00330362 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514455, 0.00194598 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489005, -0.00160967 ), 1, 3, 1, 0, 0.506633, 0.003538 ), - 2, 2, 1, 0, 0.497749, -0.00115878 ) ); - // itree = 151 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497176, -0.000267752 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514934, 0.00168533 ), 2, 3, 1, 0, 0.499142, -0.000200827 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42893, 0.00212555 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572299, -0.0110668 ), 3, -0.801106, 1, 0, 0.498113, -0.0235644 ), - 5, 0.790974, 1, 0, 0.499086, -0.00178117 ) ); - // itree = 152 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482458, -0.00161208 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.341535, -0.00221989 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536343, 0.000604417 ), 3, -0.895131, 1, 0, - 0.502266, 0.00100343 ), - 0, 8.24309, 1, 0, 0.500932, -0.000157392 ) ); - // itree = 153 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477747, -0.00182775 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501388, 0.000358081 ), 0, 8.24309, 1, 0, 0.499865, 0.000806656 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548893, 0.00448019 ), 1, 5, 1, 0, 0.502292, 0.00235414 ) ); - // itree = 154 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497315, 0.00509347 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466328, -0.00142874 ), 1, 4, 1, 0, 0.489522, 0.0122574 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431327, -0.00129052 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576418, 0.000230751 ), 3, -0.706787, 1, 0, 0.502849, -0.00350234 ), - 4, -0.796458, 1, 0, 0.500841, 0.000177757 ) ); - // itree = 155 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477788, 0.00184118 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505148, -9.28947e-05 ), 4, -0.796051, 1, 0, 0.50072, 0.00123323 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517421, 0.000581898 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475325, -0.00506508 ), 1, 2, 1, 0, 0.489731, -0.000938709 ), - 2, 3, 1, 0, 0.499525, -0.000319799 ) ); - // itree = 156 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495341, -0.000483889 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491906, -0.00313729 ), 1, 5, 1, 0, 0.495189, -0.00382587 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563514, 0.00370786 ), 4, 0.889498, 1, 0, 0.497881, -0.00283153 ) ); - // itree = 157 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464524, 0.00264471 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535736, -0.00018016 ), 3, -0.795718, 1, 0, 0.510334, 0.0077139 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491903, -0.000957554 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574044, 0.00717522 ), 4, 0.892328, 1, 0, 0.495423, -0.00350753 ), - 0, 8.73592, 1, 0, 0.499282, -0.000603742 ) ); - // itree = 158 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47574, 0.00380787 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450235, -0.00343344 ), 5, -0.771007, 1, 0, 0.455164, -0.0122117 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540031, 0.00292395 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505415, 7.42381e-05 ), 0, 8.39114, 1, 0, 0.50937, 0.00377759 ), - 4, -0.79739, 1, 0, 0.501232, 0.00137718 ) ); - // itree = 159 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.459086, 0.000834501 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410614, -0.00223372 ), 0, 9.369, 1, 0, 0.447242, 0.00235568 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.568575, -0.00187265 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.750491, 0.00569269 ), 3, 0.955396, 1, 0, 0.586657, -0.00786083 ), - 3, 0.802564, 1, 0, 0.499741, -0.00149153 ) ); - // itree = 160 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467337, -0.00283176 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497174, -0.000126116 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576651, 0.00462362 ), 4, 0.889598, 1, 0, - 0.500476, 0.000278699 ), - 0, 8.24616, 1, 0, 0.498207, -0.00173345 ) ); - // itree = 161 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534257, 0.00304449 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498937, 0.000246894 ), 0, 8.47044, 1, 0, 0.503654, 0.00552343 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487742, -0.00178139 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51019, 0.00134686 ), 2, 3, 1, 0, 0.493433, 0.000201396 ), - 2, 2, 1, 0, 0.499332, -0.000111764 ) ); - // itree = 162 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51095, 0.000658324 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531884, 0.00325427 ), 2, 2, 1, 0, 0.519956, 0.000253544 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499631, 0.000414727 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490125, -0.00313721 ), 1, 4, 1, 0, 0.498242, 1.50707e-05 ), - 0, 8.73606, 1, 0, 0.503919, 0.00383341 ) ); - // itree = 163 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503607, 0.00041609 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48341, -0.00231639 ), 0, 9.53235, 1, 0, 0.500489, 0.00109549 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521165, 0.00069488 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561012, 0.00723411 ), 1, 4, 1, 0, 0.541678, 0.0124217 ), - 5, 0.7935, 1, 0, 0.502642, 0.00228084 ) ); - // itree = 164 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446182, -0.00302583 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498443, 0.000684755 ), 4, -0.900333, 1, 0, 0.496587, 0.0036801 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480852, -0.00676137 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534285, -0.000557395 ), 4, 0.822724, 1, 0, 0.520921, -0.0128358 ), - 4, 0.795935, 1, 0, 0.500301, 0.00115948 ) ); - // itree = 165 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544836, 0.00331922 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497964, -0.000757605 ), 2, 2, 1, 0, 0.524722, -0.000383572 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433762, -0.00088547 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.598447, 0.000437151 ), 3, 0.801399, 1, 0, 0.495866, -0.00244415 ), - 0, 8.40841, 1, 0, 0.499159, -0.000227942 ) ); - // itree = 166 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.364353, 0.00255268 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526389, -0.00321584 ), 3, -0.895428, 1, 0, 0.485198, -0.0113673 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500937, 0.000225911 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515583, 0.00207809 ), 1, 3, 1, 0, 0.504997, 0.00194235 ), - 5, -0.690034, 1, 0, 0.502542, 0.00270364 ) ); - // itree = 167 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493982, -0.000460485 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51006, -0.00309259 ), 4, 0.782202, 1, 0, 0.496406, -0.00753037 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.340458, -0.00134958 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539031, 0.000696064 ), 3, -0.895476, 1, 0, 0.500826, 0.00180091 ), - 0, 8.77604, 1, 0, 0.499581, -0.000827108 ) ); - // itree = 168 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484787, -0.00148125 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50484, 0.000483236 ), 0, 8.26431, 1, 0, 0.503108, 0.00158965 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425436, -0.00539285 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.687214, 0.00615722 ), 3, 0.897273, 1, 0, 0.483216, -0.0116454 ), - 0, 9.48864, 1, 0, 0.499599, -0.000745572 ) ); - // itree = 169 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.312256, 0.00293022 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503344, -0.00372321 ), 3, -0.896463, 1, 0, 0.453403, -0.0131255 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.357654, -0.00212679 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537888, 0.00113461 ), 3, -0.895495, 1, 0, 0.510445, 0.00445987 ), - 4, -0.796051, 1, 0, 0.501778, 0.00178795 ) ); - // itree = 170 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443761, -0.00399986 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493036, -0.000321989 ), 4, -0.842763, 1, 0, 0.487003, -0.00455801 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4956, -0.0060065 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53279, 0.00186633 ), - 5, -0.78467, 1, 0, 0.528599, 0.00613463 ), - 4, 0.0484228, 1, 0, 0.498529, -0.00159524 ) ); - // itree = 171 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.376344, 0.00144946 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515531, -0.00157068 ), 3, -0.893811, 1, 0, 0.493652, -0.00827211 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.365626, -0.00360821 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581737, 0.00351828 ), 3, -0.801163, 1, 0, 0.499391, 0.0038684 ), - 0, 9.26688, 1, 0, 0.495536, -0.00428758 ) ); - // itree = 172 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47899, 0.000926824 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42618, -0.00353496 ), 0, 9.62116, 1, 0, 0.47336, 0.00431506 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.614159, -0.00311686 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.764435, 0.00822014 ), 3, 0.960198, 1, 0, 0.639615, -0.00853025 ), - 3, 0.89725, 1, 0, 0.502356, 0.00207476 ) ); - // itree = 173 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49006, 0.00299504 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421922, 0.000194831 ), 0, 8.44055, 1, 0, 0.430602, 0.00468918 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546744, -0.00171554 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.768017, 0.00986476 ), 3, 0.952852, 1, 0, 0.565553, -0.00651932 ), - 3, -0.707682, 1, 0, 0.499091, -0.000999274 ) ); - // itree = 174 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508518, 0.000708571 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495203, -0.000541337 ), 0, 8.80336, 1, 0, 0.499226, -4.70208e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.381146, 0.00235311 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517455, -0.00503858 ), 3, -0.895225, 1, 0, 0.484174, -0.020863 ), - 1, 4, 1, 0, 0.497095, -7.82396e-05 ) ); - // itree = 175 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413699, 0.00154606 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550552, -0.000807759 ), 3, -0.800821, 1, 0, 0.498773, 0.000330109 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418283, -0.00204398 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577414, 0.00636644 ), 3, -0.796126, 1, 0, 0.52606, 0.0199122 ), - 2, 3, 1, 0, 0.501755, -0.000149334 ) ); - // itree = 176 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477113, 0.000624667 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415707, -0.00560747 ), 0, 9.62739, 1, 0, 0.470797, 0.00177222 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.608717, -0.00320719 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.778408, 0.00945382 ), 3, 0.959893, 1, 0, 0.636832, -0.00845845 ), - 3, 0.896967, 1, 0, 0.500006, -2.75219e-05 ) ); - // itree = 177 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430168, 0.00064438 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578288, 0.00194378 ), 3, -0.707556, 1, 0, 0.505836, 0.00826186 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527462, -0.00374385 ), 4, 0.888467, 1, 0, 0.506727, 0.00707476 ) ); - // itree = 178 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498544, -0.00043258 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477074, -0.00490962 ), 5, 0.770053, 1, 0, 0.497038, -0.00574815 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.372082, -0.00242652 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581586, 0.00340027 ), 3, -0.801078, 1, 0, 0.500831, 0.00522392 ), - 0, 9.19153, 1, 0, 0.498521, -0.00145817 ) ); - // itree = 179 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494585, -0.000646916 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544673, 0.00314557 ), 0, 8.30647, 1, 0, 0.516241, 0.00906949 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48299, -0.00248481 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495757, -0.000465767 ), 0, 8.63072, 1, 0, 0.494861, -0.00396585 ), - 0, 8.50103, 1, 0, 0.497999, -0.00205289 ) ); - // itree = 180 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460511, -0.000673501 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494641, 0.00383657 ), 4, -0.851232, 1, 0, 0.476883, 0.00958742 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481516, -0.00229287 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504702, -9.96994e-05 ), 0, 8.27411, 1, 0, 0.502902, -0.00235715 ), - 4, -0.797663, 1, 0, 0.498989, -0.000560889 ) ); - // itree = 181 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487305, -0.0023032 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498175, -0.000111136 ), 0, 8.92747, 1, 0, 0.493893, -0.00827982 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500335, 0.000372857 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495809, -0.00165443 ), 5, 0.0529474, 1, 0, 0.499596, 0.00031365 ), - 1, 2, 1, 0, 0.497926, -0.00252445 ) ); - // itree = 182 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487819, -0.00117766 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537246, 0.00149414 ), 4, 0.795766, 1, 0, 0.493982, -0.00553455 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475473, 0.000190874 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488372, -0.00601926 ), 4, -0.796607, 1, 0, 0.483312, -0.0234823 ), - 5, 0.0513961, 1, 0, 0.492616, -0.00783294 ) ); - // itree = 183 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495545, -0.000888528 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504476, 0.00117016 ), 1, 2, 1, 0, 0.501455, -2.06304e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454592, -0.000604253 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57935, -0.0104906 ), 3, 0.893872, 1, 0, 0.485622, -0.0169622 ), - 1, 4, 1, 0, 0.499206, -0.000324952 ) ); - // itree = 184 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47635, -0.00177007 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501201, 0.000295117 ), 0, 8.17292, 1, 0, 0.499872, 0.000770491 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410519, 0.0060429 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555343, 0.000308575 ), 3, -0.895287, 1, 0, 0.510607, 0.012388 ), - 5, 0.0515983, 1, 0, 0.501249, 0.00226063 ) ); - // itree = 185 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441102, 0.00618396 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576765, -0.000358805 ), 3, -0.70522, 1, 0, 0.513401, 0.0176431 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456022, -0.0022557 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504034, -3.87242e-05 ), 4, -0.796439, 1, 0, 0.498002, -0.00185211 ), - 5, -0.690645, 1, 0, 0.499876, 0.000520436 ) ); - // itree = 186 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446007, 0.000815405 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.569104, -0.00108488 ), 3, 0.802979, 1, 0, 0.492339, 0.000751801 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538396, 0.00327285 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534443, -0.00153088 ), 4, 0.870217, 1, 0, 0.537568, 0.0147915 ), - 4, 0.044946, 1, 0, 0.505066, 0.00470237 ) ); - // itree = 187 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516743, 0.00222577 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503833, -0.00101345 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501698, 0.000591952 ), 0, 8.47754, 1, 0, 0.501888, 0.00220265 ), - 0, 8.17687, 1, 0, 0.502659, 0.00325025 ) ); - // itree = 188 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473325, 0.00120416 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491597, -0.00209842 ), 4, -0.790065, 1, 0, 0.489, -0.0140304 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457947, -0.000514076 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.667842, 0.00300356 ), 3, 0.89725, 1, 0, 0.499957, 0.000604504 ), - 0, 8.88742, 1, 0, 0.495968, -0.00472357 ) ); - // itree = 189 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43814, 0.00470261 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449328, 0.000246264 ), 5, -0.682356, 1, 0, 0.448245, 0.00426535 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572573, -0.00261532 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.62871, 0.00330927 ), 0, 9.48864, 1, 0, 0.583162, -0.01173 ), - 3, 0.802842, 1, 0, 0.498301, -0.00166911 ) ); - // itree = 190 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465661, -0.000692568 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.639583, 0.00120334 ), 3, 0.895348, 1, 0, 0.494528, -0.00267685 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51998, -0.00502617 ), 4, 0.890097, 1, 0, 0.49554, -0.00364008 ) ); - // itree = 191 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495402, 0.00112013 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519425, -0.000512312 ), 4, 0.0484228, 1, 0, 0.502564, 0.00412758 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551332, 0.00636675 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51082, 0.0019808 ), - 0, 9.08955, 1, 0, 0.532575, 0.0268553 ), - 2, 3, 1, 0, 0.505748, 4.95992e-05 ) ); - // itree = 192 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487019, -0.00163727 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500075, 0.000278581 ), 0, 8.96542, 1, 0, 0.494474, -0.00516841 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511587, 0.00188682 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492882, -0.003913 ), 5, 0.790974, 1, 0, 0.509127, 0.00747838 ), - 1, 3, 1, 0, 0.499558, -0.000447466 ) ); - // itree = 193 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493986, -2.92925e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525663, 0.00788333 ), 5, 0.791569, 1, 0, 0.495062, 0.00132361 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428368, -0.00173444 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.620838, -0.0058595 ), 3, -0.706679, 1, 0, 0.511675, -0.0201514 ), - 4, 0.79865, 1, 0, 0.497609, -0.00196887 ) ); - // itree = 194 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451335, -0.000856101 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447634, 0.00127931 ), 1, 2, 1, 0, 0.448809, 0.00151814 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506843, -0.00644216 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59475, -0.000579343 ), 3, 0.820837, 1, 0, 0.586873, -0.00682162 ), - 3, 0.802842, 1, 0, 0.50058, -0.000237308 ) ); - // itree = 195 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504131, 0.000536227 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491241, -0.00136162 ), 0, 8.96379, 1, 0, 0.49671, -0.0018677 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518495, 0.00138985 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566049, 0.0102366 ), 0, 9.16626, 1, 0, 0.539646, 0.0246571 ), - 5, 0.779298, 1, 0, 0.499456, -0.000171471 ) ); - // itree = 196 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444623, -0.000128073 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595565, 0.00127222 ), 3, 0.800909, 1, 0, 0.500522, 0.00227437 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49089, 0.00109551 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508926, -0.00847504 ), 4, -0.797226, 1, 0, 0.499227, -0.0180066 ), - 5, 0.789909, 1, 0, 0.50045, 0.00115349 ) ); - // itree = 197 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488191, -0.000497782 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486291, -0.00345868 ), 2, 3, 1, 0, 0.487971, 6.17573e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556665, 0.00313219 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537163, 0.00102029 ), 0, 8.88622, 1, 0, 0.543294, 0.0116382 ), - 4, 0.796457, 1, 0, 0.496718, -0.00244139 ) ); - // itree = 198 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472363, 0.000333363 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.3998, -0.00910073 ), 0, 9.84059, 1, 0, 0.469212, 0.000860502 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.618278, 0.000296777 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.772555, 0.0105723 ), 3, 0.950897, 1, 0, 0.659878, 0.014283 ), - 3, 0.896957, 1, 0, 0.501812, 0.00315547 ) ); - // itree = 199 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504236, -0.000203639 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51757, 0.00196493 ), 1, 2, 1, 0, 0.513607, 0.000240424 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482212, -0.00350212 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4979, -0.000329676 ), 5, -0.688947, 1, 0, 0.495903, -0.00370334 ), - 0, 8.80726, 1, 0, 0.501317, 0.000989273 ) ); - // itree = 200 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407637, 0.00340552 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525773, 0.000288614 ), 3, -0.890895, 1, 0, 0.507659, 0.00601485 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.417957, -0.0019639 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.610887, 0.000638294 ), 3, 0.802229, 1, 0, 0.493688, -0.00448079 ), - 0, 9.04212, 1, 0, 0.500389, 0.000553482 ) ); - // itree = 201 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.2531, -0.00635449 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439797, -0.00012029 ), 3, -0.95202, 1, 0, 0.423171, -0.00328748 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548198, -0.000544516 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593651, 0.00213661 ), 4, -0.704113, 1, 0, 0.58005, 0.00830763 ), - 3, -0.707496, 1, 0, 0.502588, 0.00258231 ) ); - // itree = 202 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476362, 0.00296928 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481356, -0.0018854 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498992, -0.000558466 ), 0, 8.27411, 1, 0, - 0.497649, -0.00454588 ), - 4, -0.893017, 1, 0, 0.496886, -0.00381925 ) ); - // itree = 203 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38658, 0.00220943 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517079, -0.00103307 ), 3, -0.893625, 1, 0, 0.497079, -0.00437613 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.328572, -0.000469582 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548343, 0.00229477 ), 3, -0.89604, 1, 0, 0.502296, 0.00768803 ), - 0, 9.17431, 1, 0, 0.499193, 0.000514056 ) ); - // itree = 204 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481397, 0.000804198 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43722, -0.00163831 ), 0, 9.41305, 1, 0, 0.472039, 0.00312919 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59396, -0.000647606 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.658097, -0.00417784 ), 4, -0.702953, 1, 0, 0.631213, -0.0139306 ), - 3, 0.896631, 1, 0, 0.499461, 0.000190201 ) ); - // itree = 205 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478751, 0.00214873 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499636, -0.000195323 ), 4, -0.795924, 1, 0, 0.497416, 0.000273072 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462406, -0.000268577 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612985, -0.00491459 ), 3, 0.897302, 1, 0, 0.495676, -0.00734389 ), - 1, 3, 1, 0, 0.49681, -0.000377922 ) ); - // itree = 206 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500654, 0.000594207 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498953, -0.00168206 ), 2, 3, 1, 0, 0.500467, -0.000136114 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518299, -0.00335579 ), 4, 0.889676, 1, 0, 0.501182, 0.00156957 ) ); - // itree = 207 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410161, 0.00322558 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.459183, -3.56128e-05 ), 4, -0.697235, 1, 0, 0.448647, 0.00413462 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53649, -0.0036215 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.604831, 0.000166153 ), 4, -0.796798, 1, 0, 0.588655, -0.00443067 ), - 3, 0.802609, 1, 0, 0.500767, 0.00094601 ) ); - // itree = 208 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494016, 0.000146499 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508809, -0.00267434 ), 4, 0.78749, 1, 0, 0.495763, -0.00106163 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45386, 0.00279215 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593305, 0.000257905 ), 3, 0.800317, 1, 0, 0.511354, 0.0113745 ), - 1, 3, 1, 0, 0.501227, 0.00150489 ) ); - // itree = 209 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429969, -0.00519663 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497965, -0.000387147 ), 4, -0.892962, 1, 0, 0.495857, -0.00326513 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535884, 0.00299331 ), 1, 5, 1, 0, 0.497724, -0.000293537 ) ); - // itree = 210 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480157, 0.00332401 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461466, -0.00236361 ), 5, -0.784353, 1, 0, 0.463329, -0.0114984 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514554, 0.00122059 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51696, -0.000595375 ), 1, 4, 1, 0, 0.514853, 0.00280373 ), - 4, -0.705253, 1, 0, 0.50072, 0.0013995 ) ); - // itree = 211 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493089, 0.000258948 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45664, -0.00494275 ), 5, 0.791569, 1, 0, 0.491691, 0.000391524 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537699, 0.00197646 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515724, -0.0009004 ), 0, 9.27029, 1, 0, 0.530545, 0.00827484 ), - 4, 0.0473594, 1, 0, 0.502517, 0.00258803 ) ); - // itree = 212 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496332, -0.000241905 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482361, -0.00348745 ), 2, 2, 1, 0, 0.489965, -0.00281874 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450704, 0.00171171 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582621, -0.00174204 ), 3, 0.802324, 1, 0, 0.503155, 0.00250595 ), - 1, 2, 1, 0, 0.499291, -0.00081677 ) ); - // itree = 213 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498824, -0.000450217 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479682, -0.0050375 ), 5, 0.779147, 1, 0, 0.49767, -0.0049345 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.402895, -0.000834984 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.634101, 0.00550831 ), 3, 0.80142, 1, 0, 0.495786, 0.00587435 ), - 0, 9.48864, 1, 0, 0.497338, -0.00302821 ) ); - // itree = 214 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482327, 0.00113451 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508392, -0.000266804 ), 4, -0.701814, 1, 0, 0.501296, 0.000710541 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458747, -0.008096 ), 0, 9.94938, 1, 0, 0.500069, 1.60197e-05 ) ); - // itree = 215 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484356, 0.00142904 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503269, -0.00110198 ), 4, -0.696794, 1, 0, 0.498134, -0.00335656 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469908, -0.000314693 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516002, 0.00236654 ), 4, -0.701404, 1, 0, 0.503304, 0.00753853 ), - 0, 9.04529, 1, 0, 0.500786, 0.00223249 ) ); - // itree = 216 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532797, 0.0028557 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502268, 0.000714159 ), 0, 8.62644, 1, 0, 0.508368, 0.0086358 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.409748, 0.000382402 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544573, -0.00191899 ), 3, -0.802119, 1, 0, 0.492177, -0.00661543 ), - 1, 2, 1, 0, 0.496949, -0.00112468 ) ); - // itree = 217 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489947, 0.000246508 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504451, -0.00288325 ), 4, 0.0466187, 1, 0, 0.494431, -0.00453102 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440418, 0.000203538 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58266, 0.00337327 ), 3, -0.704411, 1, 0, 0.51182, 0.0107184 ), - 2, 2, 1, 0, 0.501792, -0.000957883 ) ); - // itree = 218 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477573, 0.00197546 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502394, -0.000881246 ), 4, -0.797621, 1, 0, 0.498775, -0.00327466 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441822, 0.00191811 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.71502, 0.0134719 ), - 3, 0.895143, 1, 0, 0.504001, 0.014341 ), - 0, 9.59206, 1, 0, 0.499429, -0.00107117 ) ); - // itree = 219 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451017, -0.00242756 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505702, -0.000419676 ), 4, -0.793306, 1, 0, 0.49719, -0.00540746 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524991, 0.00345872 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496422, 0.00015544 ), 0, 9.33883, 1, 0, 0.502721, 0.00422106 ), - 0, 9.23951, 1, 0, 0.499142, -0.00200889 ) ); - // itree = 220 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504806, 0.00135979 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486824, -0.000843914 ), 0, 9.04212, 1, 0, 0.495647, 0.00344073 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488973, -0.00397656 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522361, 0.000198631 ), 0, 8.52592, 1, 0, 0.517137, -0.00510018 ), - 4, 0.048679, 1, 0, 0.501681, 0.0010427 ) ); - // itree = 221 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546679, 0.00404866 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511058, 0.000686043 ), 2, 2, 1, 0, 0.531613, 3.69785e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491576, -0.00135814 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50365, 0.000816793 ), 0, 8.78911, 1, 0, 0.501116, 0.000984159 ), - 0, 8.38523, 1, 0, 0.504312, 0.00368633 ) ); - // itree = 222 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478995, -0.00294504 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501291, 9.09361e-05 ), 0, 9.02616, 1, 0, 0.490878, -0.0111334 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506499, 0.000745313 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491093, -0.00156914 ), 0, 9.0014, 1, 0, 0.498074, -0.00119387 ), - 1, 2, 1, 0, 0.495958, -0.00047086 ) ); - // itree = 223 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457349, -4.63618e-07 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491898, 0.00355173 ), 4, -0.902941, 1, 0, 0.485613, 0.0176553 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494876, -0.0062492 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500206, -0.000806481 ), 5, -0.780594, 1, 0, 0.5, -0.00631897 ), - 4, -0.795882, 1, 0, 0.497773, -0.00260742 ) ); - // itree = 224 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420853, 0.000165777 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444499, -0.00517168 ), 3, -0.758676, 1, 0, 0.42337, -0.0030365 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576396, 0.0028474 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580574, 0.000518487 ), 0, 8.67882, 1, 0, 0.579623, 0.00805596 ), - 3, -0.707638, 1, 0, 0.503163, 0.00262807 ) ); - // itree = 225 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435919, 0.00268048 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428713, -0.00114863 ), 2, 2, 1, 0, 0.432876, -0.00128127 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517532, -0.00199206 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.630616, 0.00140569 ), 3, 0.87433, 1, 0, 0.567795, -0.00411654 ), - 3, -0.70791, 1, 0, 0.501208, 0.00151615 ) ); - // itree = 226 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474713, -0.00256242 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497351, -0.000476703 ), 0, 8.28316, 1, 0, 0.495581, -0.0046746 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460707, -0.00232414 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534374, 0.00278382 ), 4, -0.796005, 1, 0, 0.513614, 0.00889244 ), - 1, 4, 1, 0, 0.498136, -0.00140544 ) ); - // itree = 227 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.329444, -0.00313368 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526527, -4.3271e-05 ), 3, -0.896116, 1, 0, 0.49721, -0.00269179 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506735, 0.00441028 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527074, -0.000425829 ), 4, -0.70209, 1, 0, 0.516262, 0.0130385 ), - 5, 0.0492926, 1, 0, 0.499594, -0.000722857 ) ); - // itree = 228 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462998, -0.00576392 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514815, 0.00348047 ), 2, 2, 1, 0, 0.479176, -0.00467298 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499513, 5.38952e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572088, 0.00711142 ), 4, 0.886841, 1, 0, 0.501595, 0.00142861 ), - 5, -0.69014, 1, 0, 0.498852, -0.000982954 ) ); - // itree = 229 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463774, -0.0029817 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532715, 0.00192599 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490074, -0.00147433 ), 0, 8.55361, 1, 0, - 0.494766, -0.00529224 ), - 0, 8.26181, 1, 0, 0.492599, -0.00711303 ) ); - // itree = 230 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511318, 0.000605528 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474376, -0.00366939 ), 2, 2, 1, 0, 0.495363, -4.14321e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509263, 0.00198825 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497062, -0.000100909 ), 0, 8.95205, 1, 0, 0.499863, 0.00294726 ), - 0, 8.69523, 1, 0, 0.498801, -0.000253062 ) ); - // itree = 231 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468937, 0.00249459 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452392, -0.00290876 ), 5, -0.782962, 1, 0, 0.455317, -0.011438 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494739, -0.000223942 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528407, 0.000975395 ), 4, 0.0511286, 1, 0, 0.505971, 0.00107195 ), - 4, -0.796439, 1, 0, 0.498199, -0.000847534 ) ); - // itree = 232 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501769, -6.12453e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511619, 0.00173484 ), 0, 8.93817, 1, 0, 0.505738, 0.00373513 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437399, -0.00265625 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.684794, 0.00440038 ), 3, 0.897322, 1, 0, 0.489887, -0.00555315 ), - 0, 9.26688, 1, 0, 0.500501, 0.000666736 ) ); - // itree = 233 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493949, -0.000879257 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492719, 0.0027913 ), 0, 9.647, 1, 0, 0.493822, -0.00424065 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53351, 0.00334268 ), 5, 0.793101, 1, 0, 0.495893, -0.00298387 ) ); - // itree = 234 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48798, -0.00110426 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509089, 0.00160715 ), 5, -0.691197, 1, 0, 0.506013, 0.00812442 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445393, -0.00460428 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509507, 0.00036892 ), 4, -0.696187, 1, 0, 0.494735, -0.00443292 ), - 2, 2, 1, 0, 0.501222, -6.91529e-05 ) ); - // itree = 235 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.260991, -0.0035324 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.402281, 0.00441778 ), 3, -0.953534, 1, 0, 0.369161, 0.0163196 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483279, -0.00194695 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53459, 0.000519184 ), 0, 8.20497, 1, 0, 0.531241, 0.00167495 ), - 3, -0.895131, 1, 0, 0.50292, 0.00423386 ) ); - // itree = 236 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425337, -0.00538257 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488821, 0.00178718 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506234, -0.000560497 ), 4, -0.712421, 1, 0, - 0.501976, 9.84182e-05 ), - 4, -0.891268, 1, 0, 0.499113, -0.000989004 ) ); - // itree = 237 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465426, -0.0025483 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499102, 2.42483e-05 ), 0, 8.20497, 1, 0, 0.497228, -0.00125233 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518059, -0.000134841 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545782, 0.00665105 ), 5, 0.81798, 1, 0, 0.533958, 0.0219401 ), - 5, 0.782865, 1, 0, 0.499478, 0.000168357 ) ); - // itree = 238 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492393, -5.61388e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519066, -0.00230166 ), 4, 0.796378, 1, 0, 0.497188, -0.00279493 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508884, 0.00135172 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493438, -0.000868227 ), 1, 3, 1, 0, 0.504033, 0.000653264 ), - 2, 2, 1, 0, 0.500095, 1.70789e-06 ) ); - // itree = 239 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474529, 0.00062068 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448682, 0.00560795 ), 4, 0.88698, 1, 0, 0.473727, 0.00492395 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.585531, -0.00341041 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.671797, 0.000206563 ), 3, 0.924231, 1, 0, 0.640334, -0.00652917 ), - 3, 0.89726, 1, 0, 0.502591, 0.00293976 ) ); - // itree = 240 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503111, 0.000774917 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549804, 0.00289162 ), 4, 0.0441182, 1, 0, 0.515159, 0.0124563 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494298, -0.000769289 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502117, 0.00451733 ), 0, 9.70108, 1, 0, 0.495159, -0.0022132 ), - 0, 8.70158, 1, 0, 0.50003, 0.00135956 ) ); - // itree = 241 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501492, 0.000689338 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552976, 0.00752858 ), 2, 3, 1, 0, 0.508102, -0.00343613 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491503, -0.00112969 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478763, -0.00648269 ), 5, 0.790038, 1, 0, 0.490583, -0.00932096 ), - 1, 2, 1, 0, 0.495787, -0.00222647 ) ); - // itree = 242 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492127, 0.00256052 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466943, -0.00280664 ), 0, 9.43266, 1, 0, 0.486911, 0.0120515 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498602, -0.0015173 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518134, 0.00129585 ), 2, 2, 1, 0, 0.507393, -0.00053359 ), - 4, -0.702353, 1, 0, 0.501798, 0.00188385 ) ); - // itree = 243 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487976, -0.00147445 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538304, 0.00367167 ), 2, 3, 1, 0, 0.494266, -0.00033757 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498248, 0.000329018 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534667, 0.00296116 ), 1, 5, 1, 0, 0.500753, 9.15812e-05 ), - 1, 2, 1, 0, 0.498859, 0.000538588 ) ); - // itree = 244 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513025, 0.0022732 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489411, 9.72559e-05 ), 0, 8.89914, 1, 0, 0.498344, 0.00772798 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424594, -0.00212072 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.605621, 0.000578564 ), 3, -0.801014, 1, 0, 0.518289, -0.00460029 ), - 4, 0.0475076, 1, 0, 0.503936, 0.0042717 ) ); - // itree = 245 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443396, -0.00381569 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513299, 0.000110661 ), 4, -0.695169, 1, 0, 0.494772, -0.00865877 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525077, 0.00543472 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499814, 0.000374465 ), 5, -0.783966, 1, 0, 0.501359, 0.00348698 ), - 0, 8.77604, 1, 0, 0.499499, 5.65954e-05 ) ); - // itree = 246 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50849, 0.00314899 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518509, 0.000414864 ), 4, -0.684975, 1, 0, 0.515799, 0.01086 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496911, -0.000641178 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498664, 0.00204669 ), 0, 9.4104, 1, 0, 0.497412, -0.000508192 ), - 0, 8.61819, 1, 0, 0.501097, 0.00177045 ) ); - // itree = 247 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440047, -0.00404257 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478548, 0.00106623 ), 4, -0.848842, 1, 0, 0.458126, -0.00924249 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528813, 0.00177674 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505999, 0.000169792 ), 0, 8.43922, 1, 0, 0.508919, 0.00307367 ), - 4, -0.795259, 1, 0, 0.500909, 0.00113144 ) ); - // itree = 248 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480457, 0.000682777 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501626, -0.000942878 ), 4, -0.702722, 1, 0, 0.495958, -0.0032594 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548391, 0.00493397 ), 1, 5, 1, 0, 0.498477, -0.000694454 ) ); - // itree = 249 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483615, 0.002766 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506535, -9.92971e-05 ), 4, -0.796167, 1, 0, 0.503089, 0.00202941 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407153, 0.00154543 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.664444, 0.0123861 ), 3, 0.800594, 1, 0, 0.510418, 0.019349 ), - 0, 9.62217, 1, 0, 0.503921, 0.00399414 ) ); - // itree = 250 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492958, -0.000845928 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510082, 0.00107388 ), 0, 8.31624, 1, 0, 0.508002, 0.00532387 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433511, -0.00333 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.687191, 0.00334612 ), 3, 0.89698, 1, 0, 0.487384, -0.00837474 ), - 0, 9.32976, 1, 0, 0.502193, 0.0014647 ) ); - // itree = 251 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462681, -0.00134767 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508236, 0.000580033 ), 4, -0.796227, 1, 0, 0.500898, 0.00186432 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488663, -0.00370063 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49953, -0.000443396 ), 0, 9.29086, 1, 0, 0.491839, -0.0170156 ), - 2, 3, 1, 0, 0.499911, 0.000396141 ) ); - // itree = 252 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519471, 0.00244987 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499001, -0.00129121 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501761, 0.00052649 ), 0, 8.62692, 1, 0, 0.501326, 0.00054184 ), - 0, 8.17687, 1, 0, 0.502286, 0.00185779 ) ); - // itree = 253 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453582, -0.00340515 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494685, 0.00215856 ), 5, 0.0463565, 1, 0, 0.463516, -0.0129472 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533154, 0.00191972 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507348, -0.000215181 ), 0, 8.67946, 1, 0, 0.513486, 0.00333249 ), - 4, -0.704907, 1, 0, 0.4998, -0.00112635 ) ); - // itree = 254 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519606, 0.00254518 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494348, -0.000766433 ), 0, 8.13708, 1, 0, 0.495517, -0.00338874 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573986, 0.00636223 ), 4, 0.892328, 1, 0, 0.498519, -0.00201147 ) ); - // itree = 255 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457919, -0.00119991 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433739, 0.000335958 ), 0, 8.82797, 1, 0, 0.441569, -0.00231286 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544935, -0.000220053 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.625356, 0.00242576 ), 3, 0.856138, 1, 0, 0.601834, 0.00941456 ), - 3, 0.802208, 1, 0, 0.501167, 0.00204825 ) ); - // itree = 256 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448262, -0.00706767 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499706, -0.00118934 ), 1, 4, 1, 0, 0.47409, -0.0137384 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515266, 0.00135501 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498511, -0.000178087 ), 0, 9.0014, 1, 0, 0.506098, 0.00453616 ), - 5, -0.783074, 1, 0, 0.504196, 0.00280408 ) ); - // itree = 257 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478499, 0.00205045 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484732, -0.00156671 ), 4, -0.845805, 1, 0, 0.483973, -0.00739989 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527671, 0.0016671 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523444, -0.0028194 ), 4, 0.872166, 1, 0, 0.526799, 0.00505369 ), - 4, 0.046733, 1, 0, 0.49598, -0.00390831 ) ); - // itree = 258 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521346, 0.00456517 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509331, 0.00217829 ), 5, -0.828158, 1, 0, 0.515299, 0.0200531 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50001, 3.26367e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528453, 0.00308691 ), 5, 0.810775, 1, 0, 0.501226, 0.000979457 ), - 5, -0.783966, 1, 0, 0.502019, 0.00205396 ) ); - // itree = 259 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411138, 0.0022105 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465503, -0.000944446 ), 3, -0.836011, 1, 0, 0.432143, 0.00549532 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537134, -0.00310598 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.620259, 9.65744e-05 ), 4, 0.0452317, 1, 0, 0.557914, -0.0146663 ), - 3, -0.707496, 1, 0, 0.495668, -0.00468791 ) ); - // itree = 260 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496656, -0.000602249 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520323, 0.00181808 ), 1, 4, 1, 0, 0.500065, 2.39543e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.416873, 0.00346556 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.589699, 4.47096e-05 ), 3, -0.707726, 1, 0, 0.504843, 0.00746085 ), - 0, 9.17431, 1, 0, 0.502004, 0.0019271 ) ); - // itree = 261 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.262839, -0.00819156 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448618, 2.51307e-05 ), 3, -0.938916, 1, 0, 0.42142, -0.00572707 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47104, -0.00517248 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582173, 0.00110169 ), 3, 0.745857, 1, 0, 0.574081, 0.00337718 ), - 3, -0.70737, 1, 0, 0.498954, -0.00110317 ) ); - // itree = 262 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501923, -0.000185995 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473217, -0.0034752 ), 1, 3, 1, 0, 0.492127, -0.000813326 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511167, 0.0025703 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494856, -0.000674741 ), 5, -0.690645, 1, 0, 0.496952, -0.00141717 ), - 0, 8.72796, 1, 0, 0.495745, -0.00409207 ) ); - // itree = 263 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495669, 0.000407249 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473615, -0.00296394 ), 0, 9.51183, 1, 0, 0.491939, 0.000498492 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536764, 0.00328937 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525408, -0.00265688 ), 4, 0.859488, 1, 0, 0.533914, 0.011822 ), - 4, 0.046733, 1, 0, 0.503854, 0.00371289 ) ); - // itree = 264 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489243, -0.00151539 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527782, 0.00211999 ), 2, 3, 1, 0, 0.493416, -0.000703105 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502558, 0.000811239 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484293, -0.00489822 ), 2, 3, 1, 0, 0.50061, 0.00114494 ), - 0, 8.95951, 1, 0, 0.497621, -0.00321214 ) ); - // itree = 265 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500817, 0.00341322 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557263, 0.00114625 ), 3, -0.698881, 1, 0, 0.528792, 0.0234931 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482069, -0.00215566 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501404, 0.000511213 ), 0, 8.88766, 1, 0, 0.496289, -0.00265411 ), - 0, 8.47044, 1, 0, 0.50075, 0.000934459 ) ); - // itree = 266 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495618, 0.00108311 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519237, -0.000730766 ), 4, 0.0484228, 1, 0, 0.502934, 0.00353295 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484787, -0.00203288 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499153, -0.000316276 ), 0, 8.945, 1, 0, 0.493129, -0.00769567 ), - 2, 2, 1, 0, 0.498799, -0.000551483 ) ); - // itree = 267 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.268033, -0.000322391 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.387704, 0.00333083 ), 3, -0.962927, 1, 0, 0.370194, 0.0161135 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529566, 0.000521941 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527572, -0.00183348 ), 1, 3, 1, 0, 0.528904, -0.000245181 ), - 3, -0.895537, 1, 0, 0.501735, 0.00135948 ) ); - // itree = 268 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473025, -0.00198442 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518723, 0.000919695 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495545, -0.000612844 ), 0, 8.66029, 1, 0, - 0.49955, -0.00124814 ), - 0, 8.20497, 1, 0, 0.498061, -0.00231351 ) ); - // itree = 269 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457593, -0.00356615 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506124, 0.00123445 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493358, -0.0013513 ), 1, 3, 1, 0, 0.501618, 0.00165702 ), - 0, 8.12827, 1, 0, 0.499629, 0.000250835 ) ); - // itree = 270 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.218889, -0.0113566 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41516, -0.000602524 ), 3, -0.962922, 1, 0, 0.401919, -0.006941 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550626, 0.00198127 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.603641, -0.000472906 ), 4, 0.0438924, 1, 0, 0.562952, 0.00916789 ), - 3, -0.801163, 1, 0, 0.503126, 0.00318322 ) ); - // itree = 271 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508893, 0.00355541 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514344, -3.85185e-05 ), 4, -0.689976, 1, 0, 0.512891, 0.00865728 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494926, -0.000820597 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507364, 0.00911849 ), 0, 9.97751, 1, 0, 0.495352, -0.00342371 ), - 0, 8.69274, 1, 0, 0.499485, -0.00057732 ) ); - // itree = 272 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.331258, -0.0026467 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527951, 1.78274e-05 ), 3, -0.896055, 1, 0, 0.496153, -0.00225886 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544732, 0.00391375 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512846, 0.00106992 ), 0, 8.91211, 1, 0, 0.524752, 0.0161935 ), - 1, 4, 1, 0, 0.500219, 0.00108303 ) ); - // itree = 273 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493549, 0.0025248 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462845, -0.00403368 ), 0, 9.53235, 1, 0, 0.488945, 0.0121792 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507141, -0.000627975 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508826, 0.00169562 ), 0, 9.4152, 1, 0, 0.507514, -0.00200472 ), - 4, -0.705253, 1, 0, 0.502455, 0.00185955 ) ); - // itree = 274 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411865, -0.00199133 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444753, 0.0011282 ), 4, 0.796318, 1, 0, 0.417577, -0.00911107 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525821, 0.00227212 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593422, 0.000261084 ), 3, 0.79763, 1, 0, 0.577142, 0.00509162 ), - 3, -0.707682, 1, 0, 0.499041, -0.00186002 ) ); - // itree = 275 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429232, -0.000381415 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.434452, 0.00162009 ), 1, 2, 1, 0, 0.432939, 0.00175192 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516525, -0.00190438 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.63061, 0.00105802 ), 3, 0.874841, 1, 0, 0.567237, -0.00456257 ), - 3, -0.707596, 1, 0, 0.500666, 0.000880682 ) ); - // itree = 276 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508483, 0.00109195 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511891, -0.00199378 ), 1, 5, 1, 0, 0.508644, -0.000227584 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496998, -0.000544412 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461646, -0.00910886 ), 0, 9.8574, 1, 0, 0.492248, -0.00567419 ), - 0, 9.27029, 1, 0, 0.503354, 0.00293884 ) ); - // itree = 277 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471, -0.000677347 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47397, 0.0013569 ), 1, 2, 1, 0, 0.473035, 0.000162012 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582482, -0.00483559 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.696634, 0.00156472 ), 3, 0.933222, 1, 0, 0.638697, -0.0104103 ), - 3, 0.89726, 1, 0, 0.501187, 0.00193613 ) ); - // itree = 278 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495, 0.00103515 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460115, -0.000159804 ), 0, 8.84019, 1, 0, 0.472013, 0.002582 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551911, -0.00686101 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.657516, -0.00112332 ), 3, 0.913762, 1, 0, 0.631689, -0.0145892 ), - 3, 0.89579, 1, 0, 0.500472, -0.000478476 ) ); - // itree = 279 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499743, -0.000360899 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494713, -0.00253732 ), 0, 8.34564, 1, 0, 0.497565, -0.0121776 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492845, 0.00563102 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500717, -2.86929e-05 ), 4, -0.892817, 1, 0, 0.500412, 0.000868323 ), - 0, 8.5443, 1, 0, 0.499935, -0.00131778 ) ); - // itree = 280 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467461, -0.000376364 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.637212, -0.00248221 ), 3, 0.896957, 1, 0, 0.494927, -0.00419877 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535703, 0.00327081 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499554, -0.00108737 ), 0, 8.95822, 1, 0, 0.514257, 0.007974 ), - 1, 4, 1, 0, 0.497585, -0.000967691 ) ); - // itree = 281 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484634, -0.00154912 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499536, 8.71537e-05 ), 5, -0.690034, 1, 0, 0.497609, -0.000700734 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546885, 0.00492219 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50513, 0.00193722 ), 0, 8.90281, 1, 0, 0.521223, 0.0191561 ), - 2, 3, 1, 0, 0.500147, -4.86781e-05 ) ); - // itree = 282 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419823, -0.00543148 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506639, -0.000548813 ), 4, -0.779019, 1, 0, 0.492435, -0.0125927 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464564, 0.000354125 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.642629, -0.00252015 ), 3, 0.897308, 1, 0, 0.498324, -0.000644715 ), - 0, 8.72195, 1, 0, 0.496819, -0.0036994 ) ); - // itree = 283 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419987, 0.000201269 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420856, -0.0025949 ), 2, 2, 1, 0, 0.420355, -0.000953231 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543465, 0.00142318 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.64344, -0.00115706 ), 3, 0.901111, 1, 0, 0.575619, 0.00445699 ), - 3, -0.70727, 1, 0, 0.498703, -0.000643654 ) ); - // itree = 284 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490706, 0.00267237 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467175, -0.00178743 ), 1, 4, 1, 0, 0.486376, 0.00407528 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502726, -0.000408357 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553477, 0.00263841 ), 5, 0.0492334, 1, 0, 0.506984, -0.000982491 ), - 4, -0.70241, 1, 0, 0.501422, 0.00235122 ) ); - // itree = 285 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485388, -0.00170879 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524904, 0.00151727 ), 5, 0.0456227, 1, 0, 0.490097, -0.0113348 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43361, -0.00666146 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506876, 0.00137375 ), 4, -0.891268, 1, 0, 0.503548, 0.0051325 ), - 0, 8.91595, 1, 0, 0.498359, -0.00122066 ) ); - // itree = 286 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460178, -0.00344052 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472424, -0.000919632 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519599, 0.0016218 ), 4, -0.705343, 1, 0, 0.506555, 0.00568776 ), - 0, 8.17687, 1, 0, 0.504092, 0.00352463 ) ); - // itree = 287 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435658, -7.30457e-06 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440542, -0.00243694 ), 2, 2, 1, 0, 0.437823, -0.000328294 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58985, -0.00120485 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.603202, 0.00291192 ), 2, 2, 1, 0, 0.595116, -0.00117291 ), - 3, 0.802058, 1, 0, 0.497151, -0.00334663 ) ); - // itree = 288 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.316598, -0.00586863 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413796, -0.00107352 ), 4, -0.796227, 1, 0, 0.396656, -0.0113231 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552468, 0.00155012 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562565, -0.00113584 ), 0, 9.03062, 1, 0, 0.55763, 0.00343741 ), - 3, -0.80209, 1, 0, 0.498741, -0.00196244 ) ); - // itree = 289 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509748, 0.000259744 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488687, -0.00181207 ), 0, 8.52794, 1, 0, 0.494262, -0.00852687 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.416459, -0.00107323 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.622893, 0.0023569 ), 3, 0.802208, 1, 0, 0.498631, 0.00104521 ), - 0, 9.1746, 1, 0, 0.496014, -0.00468913 ) ); - // itree = 290 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466718, -0.00143242 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511073, 0.00170813 ), 4, -0.701993, 1, 0, 0.494181, 0.00345528 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514559, -0.000687588 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508999, -0.00568953 ), 4, 0.870532, 1, 0, 0.513431, -0.00986324 ), - 4, 0.047128, 1, 0, 0.499586, -0.000283707 ) ); - // itree = 291 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446789, 0.00229311 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562696, -0.000950817 ), 3, -0.706946, 1, 0, 0.505841, 0.0041629 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509356, 0.000389939 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490554, -0.00127243 ), 0, 8.65759, 1, 0, 0.4946, -0.00457734 ), - 1, 2, 1, 0, 0.497926, 0.000101697 ) ); - // itree = 292 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43896, -0.00462918 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48144, 0.00179755 ), 4, -0.834657, 1, 0, 0.453251, -0.0132651 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496111, -0.00423045 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508472, 0.000673863 ), 5, -0.78285, 1, 0, 0.507982, 0.00320996 ), - 4, -0.798862, 1, 0, 0.49983, 0.000756241 ) ); - // itree = 293 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490486, -0.00124191 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537357, 0.00309644 ), 5, 0.792653, 1, 0, 0.492898, -0.0075223 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497686, 0.000931044 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535258, 0.00765665 ), 5, 0.0435014, 1, 0, 0.5024, 0.00698867 ), - 0, 9.27698, 1, 0, 0.495942, -0.00287367 ) ); - // itree = 294 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475872, -0.00164028 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505488, 0.00109798 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499038, -9.70711e-05 ), 2, 2, 1, 0, 0.502767, 0.00283769 ), - 0, 8.20497, 1, 0, 0.50116, 0.00249222 ) ); - // itree = 295 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509927, 0.00182457 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.330432, -0.00363756 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530968, -4.87901e-05 ), 3, -0.89604, 1, 0, - 0.496251, -0.00350684 ), - 0, 8.24309, 1, 0, 0.49714, -0.00207021 ) ); - // itree = 296 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.349349, 0.00795752 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511673, -0.000590432 ), 3, -0.895259, 1, 0, 0.479162, 0.0054867 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500926, -0.000878693 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496865, -0.00425576 ), 1, 4, 1, 0, 0.500421, -0.00378764 ), - 4, -0.703513, 1, 0, 0.494619, -0.00439221 ) ); - // itree = 297 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475619, -0.0018633 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476016, 0.00441983 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502458, 0.000136867 ), 4, -0.89294, 1, 0, - 0.501479, 0.00165513 ), - 0, 8.20497, 1, 0, 0.499947, 0.000430482 ) ); - // itree = 298 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.381183, -0.00417355 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411386, 0.00088538 ), 1, 2, 1, 0, 0.403656, -0.0040769 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500451, 0.00230685 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577596, 0.000502628 ), 3, 0.734544, 1, 0, 0.559851, 0.0061793 ), - 3, -0.802184, 1, 0, 0.5025, 0.0029241 ) ); - // itree = 299 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.311828, -0.00388334 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.378236, 0.00470492 ), 1, 2, 1, 0, 0.363233, 0.0115142 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52749, -0.000104512 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528388, -0.00575762 ), 1, 5, 1, 0, 0.527531, 0.000350875 ), - 3, -0.896324, 1, 0, 0.499473, 0.00052647 ) ); - // itree = 300 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493626, -0.000762133 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499262, 0.000820945 ), 0, 9.21199, 1, 0, 0.495707, -0.0023457 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509529, 0.00177434 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505375, -0.00275531 ), 5, 0.793101, 1, 0, 0.509008, 0.00791774 ), - 1, 3, 1, 0, 0.50036, 0.00110187 ) ); - // itree = 301 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.374886, -0.00284277 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467985, 0.00190854 ), 3, -0.847046, 1, 0, 0.397462, -0.00945699 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560217, 0.00131027 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.628411, 0.00682834 ), 1, 5, 1, 0, 0.563214, 0.00445287 ), - 3, -0.80209, 1, 0, 0.502102, 0.00277065 ) ); - // itree = 302 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549676, 0.00381665 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497333, -0.000504446 ), 2, 2, 1, 0, 0.526408, -0.000280557 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482607, -0.00288563 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500846, 0.000630318 ), 0, 8.57675, 1, 0, 0.499762, 0.00182304 ), - 0, 8.43922, 1, 0, 0.503093, 0.00403103 ) ); - // itree = 303 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443667, 0.000159679 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583444, -0.00515424 ), 3, 0.894363, 1, 0, 0.486031, -0.00791004 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498493, 0.000234365 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551863, 0.00270577 ), 4, 0.796064, 1, 0, 0.504872, 0.00326035 ), - 5, -0.691533, 1, 0, 0.502561, 0.00189023 ) ); - // itree = 304 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503477, 0.000611688 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551881, 0.00267914 ), 4, 0.0522709, 1, 0, 0.517155, 0.0107548 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47521, -0.00306477 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501351, 0.000248637 ), 5, -0.690645, 1, 0, 0.498079, -0.000801685 ), - 0, 8.70158, 1, 0, 0.502626, 0.00195279 ) ); - // itree = 305 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505512, 0.000600908 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496762, -0.000612835 ), 1, 2, 1, 0, 0.499281, 0.00017459 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469406, -0.000663242 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522978, 0.00556662 ), 4, -0.702234, 1, 0, 0.508622, 0.0143376 ), - 0, 9.49949, 1, 0, 0.500899, 0.0010393 ) ); - // itree = 306 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444758, -0.00396707 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495267, 2.8324e-05 ), 4, -0.843308, 1, 0, 0.489248, -0.00244933 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534176, 0.00228795 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518298, -0.00503852 ), 5, 0.773086, 1, 0, 0.532367, 0.00916296 ), - 4, 0.0466187, 1, 0, 0.501455, 0.000838129 ) ); - // itree = 307 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498355, 0.00600152 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531849, 0.00247753 ), 4, 0.795441, 1, 0, 0.516341, 0.0243331 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.397003, -0.0019884 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555094, 0.00013838 ), 3, -0.801685, 1, 0, 0.497969, -0.00390052 ), - 5, -0.783074, 1, 0, 0.499039, -0.00225718 ) ); - // itree = 308 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497447, 0.00620001 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522094, 0.000455606 ), 4, 0.796334, 1, 0, 0.510684, 0.0178129 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480166, 0.0038763 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496473, -0.000855547 ), 4, -0.889235, 1, 0, 0.495987, -0.00472197 ), - 5, -0.783942, 1, 0, 0.49682, -0.00344438 ) ); - // itree = 309 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448142, -0.000562599 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52082, -0.00192592 ), 3, -0.788125, 1, 0, 0.493194, -0.0134592 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475047, -0.00242706 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502912, 0.000636325 ), 0, 8.76449, 1, 0, 0.500594, 0.00151006 ), - 0, 8.64207, 1, 0, 0.499028, -0.0016577 ) ); - // itree = 310 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488451, -0.0016349 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50022, 0.000410624 ), 0, 9.15609, 1, 0, 0.493505, -0.00669217 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515858, 0.00200262 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501048, -6.37926e-05 ), 0, 8.95489, 1, 0, 0.507189, 0.00641855 ), - 2, 2, 1, 0, 0.499271, -8.54813e-05 ) ); - // itree = 311 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481663, -0.00140093 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504245, 0.000833065 ), 0, 8.14088, 1, 0, 0.503142, 0.00414865 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509663, -0.00508107 ), 4, 0.888148, 1, 0, 0.503404, 0.0028388 ) ); - // itree = 312 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519964, 0.00295569 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494449, -0.00115559 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50239, 0.000504356 ), 0, 8.73159, 1, 0, 0.5006, -0.000281825 ), - 0, 8.14088, 1, 0, 0.501556, 0.00129086 ) ); - // itree = 313 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497078, -0.000318633 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493597, -0.00378776 ), 1, 5, 1, 0, 0.496944, -0.000863945 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566532, 0.00901718 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510051, -0.00112541 ), 1, 4, 1, 0, 0.537426, 0.00465209 ), - 5, 0.793351, 1, 0, 0.499075, -0.0014991 ) ); - // itree = 314 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479648, 0.000148825 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.680614, 0.00430234 ), 3, 0.896351, 1, 0, 0.505276, 0.00379924 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520265, 0.0015107 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488077, -0.00189666 ), 0, 8.39924, 1, 0, 0.491594, -0.00828538 ), - 1, 2, 1, 0, 0.495582, 0.000435034 ) ); - // itree = 315 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42435, -0.000971551 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436154, 0.00217873 ), 1, 2, 1, 0, 0.432721, 0.00212954 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544727, -0.0011337 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.718571, 0.00385933 ), 3, 0.93935, 1, 0, 0.568365, -0.00391042 ), - 3, -0.706735, 1, 0, 0.501599, 0.00184387 ) ); - // itree = 316 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491513, -0.00088485 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504836, 0.00079827 ), 2, 2, 1, 0, 0.497301, -0.000925497 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.569661, 0.00525842 ), 4, 0.890019, 1, 0, 0.500182, -7.7101e-05 ) ); - // itree = 317 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516533, 0.00157307 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502732, 0.000350976 ), 2, 2, 1, 0, 0.510495, -4.21136e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.417201, -0.00991781 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500137, -0.000392818 ), 4, -0.891391, 1, 0, 0.49648, -0.00374327 ), - 0, 8.96393, 1, 0, 0.502372, 0.00151632 ) ); - // itree = 318 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511826, 0.00261868 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460266, -0.00974919 ), 0, 9.42611, 1, 0, 0.50138, 0.00721276 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496579, -0.000503428 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49575, -0.00532038 ), 1, 5, 1, 0, 0.496549, -0.00189499 ), - 5, -0.691826, 1, 0, 0.497153, -0.00278056 ) ); - // itree = 319 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508467, -6.50653e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454083, -0.00484243 ), 2, 2, 1, 0, 0.486002, -0.000164314 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511599, 0.00135751 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49796, -7.81324e-05 ), 0, 8.79599, 1, 0, 0.500821, 0.00206903 ), - 0, 8.39114, 1, 0, 0.499233, -0.000192001 ) ); - // itree = 320 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483507, -0.00162915 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507631, 0.000951197 ), 0, 8.32212, 1, 0, 0.503816, 0.00332151 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480678, -0.00209138 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528301, 0.00115552 ), 4, 0.0468818, 1, 0, 0.494172, -0.00529925 ), - 0, 9.11147, 1, 0, 0.499435, -0.000594748 ) ); - // itree = 321 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466626, -0.000319722 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.638707, 0.00197623 ), 3, 0.89725, 1, 0, 0.493261, -8.88112e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493544, 0.00383908 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.678235, -0.0026132 ), 3, 0.894919, 1, 0, 0.544827, 0.0137735 ), - 4, 0.796457, 1, 0, 0.501297, 0.00207167 ) ); - // itree = 322 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500165, 0.000259251 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49384, -0.00221569 ), 2, 3, 1, 0, 0.499462, 0.000410269 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486092, -0.00436782 ), 1, 5, 1, 0, 0.498824, -0.00108153 ) ); - // itree = 323 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504588, 0.00129278 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503583, 0.000497309 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492398, -0.00123842 ), 1, 2, 1, 0, 0.49569, -0.00380391 ), - 0, 8.19324, 1, 0, 0.496199, -0.00336412 ) ); - // itree = 324 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.427444, 0.000806262 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523146, 0.00590831 ), 3, -0.745782, 1, 0, 0.434283, 0.00782995 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514069, -0.00208048 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.619746, 0.000977961 ), 3, 0.862311, 1, 0, 0.56705, -0.00428863 ), - 3, -0.707496, 1, 0, 0.500858, 0.0017532 ) ); - // itree = 325 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51085, 0.00443581 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499185, 8.60917e-05 ), 5, -0.77209, 1, 0, 0.499878, 0.00210203 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515933, -0.00497726 ), 4, 0.892405, 1, 0, 0.500456, 0.00107827 ) ); - // itree = 326 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.398761, 0.00153125 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510037, -0.00135321 ), 3, -0.889965, 1, 0, 0.49369, -0.00794192 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40468, -0.000976589 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59335, 0.0016063 ), 3, -0.707987, 1, 0, 0.50078, 0.00161118 ), - 0, 8.96393, 1, 0, 0.497796, -0.00240974 ) ); - // itree = 327 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478194, 0.00153773 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504745, -0.000196697 ), 4, -0.796517, 1, 0, 0.500673, 0.000361855 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467668, -0.00731737 ), 0, 9.81689, 1, 0, 0.498995, -0.000798238 ) ); - // itree = 328 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419112, 0.001303 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.330325, -0.00800029 ), 0, 9.70487, 1, 0, 0.411488, 0.00549239 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550015, 5.95423e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543109, -0.00343799 ), 1, 3, 1, 0, 0.547759, -0.0040639 ), - 3, -0.80209, 1, 0, 0.497631, -0.00231 ) ); - // itree = 329 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497886, -0.000577956 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51767, 0.00338052 ), 0, 8.83428, 1, 0, 0.511278, 0.0103545 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410518, 0.000483156 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548412, -0.00119539 ), 3, -0.800985, 1, 0, 0.495377, -0.00360756 ), - 1, 2, 1, 0, 0.499968, -0.000609696 ) ); - // itree = 330 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463318, -0.00138056 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514334, 0.00349354 ), 5, 0.791857, 1, 0, 0.468768, -0.00544946 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437523, 0.00212072 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559362, 0.000214712 ), 3, -0.801258, 1, 0, 0.514374, 0.00579998 ), - 4, -0.703881, 1, 0, 0.50207, 0.00276502 ) ); - // itree = 331 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509471, 0.000993472 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495569, -0.000709821 ), 0, 8.86635, 1, 0, 0.500372, 0.000655742 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505827, 0.000764099 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525708, 0.011125 ), 0, 9.63567, 1, 0, 0.507829, 0.00786382 ), - 2, 2, 1, 0, 0.503541, 3.30105e-05 ) ); - // itree = 332 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421252, -0.00201104 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576252, 0.0011803 ), 3, -0.705727, 1, 0, 0.500574, -0.00268813 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474652, 0.00151254 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.636685, -0.000625242 ), 3, 0.897322, 1, 0, 0.505396, 0.00722822 ), - 1, 2, 1, 0, 0.503985, 0.000990188 ) ); - // itree = 333 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524393, 0.00301933 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470904, 0.00034645 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.633223, -0.00216482 ), 3, 0.895215, 1, 0, - 0.50015, -0.000249537 ), - 0, 8.17687, 1, 0, 0.501462, 0.00149698 ) ); - // itree = 334 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452311, 0.000748846 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.585363, -0.000787265 ), 3, 0.80294, 1, 0, 0.500856, 0.00137796 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487556, -0.00279834 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5125, 0.000565587 ), 0, 9.26905, 1, 0, 0.495594, -0.0132928 ), - 5, 0.0491036, 1, 0, 0.50018, -0.000506328 ) ); - // itree = 335 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484917, 0.002194 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469692, -0.00273733 ), 5, 0.791569, 1, 0, 0.48324, 0.010379 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508595, -1.61046e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499038, -0.00310209 ), 2, 3, 1, 0, 0.50743, -0.00135362 ), - 4, -0.705316, 1, 0, 0.500877, 0.00125837 ) ); - // itree = 336 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500091, 0.00538516 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470934, 0.00104956 ), 1, 3, 1, 0, 0.483995, 0.00680449 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45026, -0.000840015 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.610911, 0.00106327 ), 3, 0.802667, 1, 0, 0.503953, -0.00153471 ), - 4, -0.79305, 1, 0, 0.500761, 0.00162568 ) ); - // itree = 337 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488787, -0.00119973 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557668, 0.00978886 ), 5, -0.818377, 1, 0, 0.518143, 0.0214468 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488369, -0.00149564 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501128, 0.000111754 ), 0, 8.33755, 1, 0, 0.499955, -0.000754224 ), - 5, -0.783074, 1, 0, 0.50107, 0.000606909 ) ); - // itree = 338 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481428, 0.000436082 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498435, -0.00186054 ), 4, -0.699438, 1, 0, 0.49334, -0.00771009 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517803, 0.00230419 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493081, -0.000710569 ), 1, 2, 1, 0, 0.500908, 0.000403668 ), - 2, 2, 1, 0, 0.496552, 0.000115568 ) ); - // itree = 339 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45349, 0.00191288 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449076, -0.000331465 ), 4, 0.0458208, 1, 0, 0.452289, 0.00844054 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524238, -0.00354876 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.613302, 0.000537735 ), 3, 0.855319, 1, 0, 0.587777, -0.00446002 ), - 3, 0.80142, 1, 0, 0.502907, 0.00362088 ) ); - // itree = 340 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491274, -0.00111907 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492329, 0.000691826 ), 1, 2, 1, 0, 0.491971, 0.00141955 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514847, -0.00095568 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512505, -0.00449253 ), 5, 0.046157, 1, 0, 0.514345, -0.0106641 ), - 4, 0.0451339, 1, 0, 0.498333, -0.00273303 ) ); - // itree = 341 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494884, -0.000736967 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53373, 0.00381231 ), 5, 0.793219, 1, 0, 0.496579, -0.00351473 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536595, 0.00346996 ), 1, 5, 1, 0, 0.498438, -0.00134839 ) ); - // itree = 342 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47084, -0.00252281 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461784, -0.000236509 ), 0, 8.56122, 1, 0, 0.463457, -0.00560038 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584092, -0.00227901 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.702687, 0.00592914 ), 3, 0.92424, 1, 0, 0.65878, 0.0138574 ), - 3, 0.89725, 1, 0, 0.497434, -0.0022156 ) ); - // itree = 343 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506378, 0.00142175 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542909, 0.00327684 ), 0, 8.14041, 1, 0, 0.527061, 0.0246485 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435272, -0.00608318 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503329, 0.000470569 ), 4, -0.892962, 1, 0, 0.500729, 0.00151888 ), - 0, 8.38523, 1, 0, 0.50354, 0.00398826 ) ); - // itree = 344 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508018, -1.15439e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548673, 0.00473462 ), 0, 8.45808, 1, 0, 0.521585, 0.0140072 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497846, -6.10178e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486812, -0.00338726 ), 2, 3, 1, 0, 0.496657, -0.00199815 ), - 0, 8.61057, 1, 0, 0.501454, 0.00108949 ) ); - // itree = 345 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468298, -0.001068 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516208, 0.00120488 ), 4, -0.703513, 1, 0, 0.504976, 0.00439612 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514441, 0.00235645 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482581, -0.00405051 ), 5, 0.744412, 1, 0, 0.489711, -0.0155156 ), - 5, 0.0497204, 1, 0, 0.50306, 0.00189704 ) ); - // itree = 346 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508672, 0.00277236 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542498, 0.00600669 ), 5, -0.826912, 1, 0, 0.525661, 0.0260038 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51949, 0.00137709 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501406, 0.000244444 ), 0, 8.38216, 1, 0, 0.503265, 0.00271363 ), - 5, -0.782738, 1, 0, 0.504599, 0.00410132 ) ); - // itree = 347 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.288097, -0.000929258 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.405119, 0.00303623 ), 3, -0.941464, 1, 0, 0.359982, 0.00883634 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527468, -0.000218522 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523437, -0.00337999 ), 1, 4, 1, 0, 0.526948, -0.00396971 ), - 3, -0.896497, 1, 0, 0.498846, -0.00184315 ) ); - // itree = 348 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502754, 0.000335419 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495404, -0.00342193 ), 5, 0.793696, 1, 0, 0.502385, 0.0010868 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486692, -0.00118598 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516694, 0.00567235 ), 1, 2, 1, 0, 0.507763, 0.0126777 ), - 0, 9.57363, 1, 0, 0.503103, 0.00260014 ) ); - // itree = 349 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.329896, -0.00343457 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528727, -0.000108448 ), 3, -0.896147, 1, 0, 0.4976, -0.00345799 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451001, 0.00394672 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582345, 0.000232824 ), 3, -0.706774, 1, 0, 0.516517, 0.0132605 ), - 1, 4, 1, 0, 0.500313, 0.00172406 ) ); - // itree = 350 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481691, 0.000517849 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441131, -0.00135188 ), 0, 9.31866, 1, 0, 0.470521, 0.00124299 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595273, -0.00279747 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.672861, 0.00376351 ), 5, -0.693262, 1, 0, 0.656521, 0.0132254 ), - 3, 0.896302, 1, 0, 0.503424, 0.00336264 ) ); - // itree = 351 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466588, 0.000232756 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515445, -0.0034101 ), 3, -0.701493, 1, 0, 0.491269, -0.0156416 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495073, -0.000548057 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539091, 0.00496765 ), 5, 0.793231, 1, 0, 0.497489, -0.00139038 ), - 0, 8.65759, 1, 0, 0.496141, -0.004479 ) ); - // itree = 352 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.423905, 0.000600585 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41803, -0.00297645 ), 2, 2, 1, 0, 0.421417, 0.00103563 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567165, 0.0027047 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583493, 0.000333396 ), 4, -0.703685, 1, 0, 0.578615, 0.00655722 ), - 3, -0.707539, 1, 0, 0.500842, 0.0006473 ) ); - // itree = 353 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453345, -0.00160589 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508495, -0.0028895 ), 3, -0.694788, 1, 0, 0.48156, -0.0220165 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496704, -0.000844627 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502075, 0.00162213 ), 0, 9.3553, 1, 0, 0.498255, -0.00220596 ), - 0, 8.33755, 1, 0, 0.49673, -0.00401578 ) ); - // itree = 354 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481052, 0.00561813 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59677, -0.00239249 ), 3, 0.895406, 1, 0, 0.516887, 0.0206754 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498589, -0.000342218 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526644, 0.00381971 ), 2, 3, 1, 0, 0.501872, -0.000122893 ), - 5, -0.69014, 1, 0, 0.503736, 0.0029987 ) ); - // itree = 355 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484466, -0.00201826 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502511, 0.0001866 ), 2, 2, 1, 0, 0.492273, -0.000138062 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517398, 0.00255877 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488283, -0.00208847 ), 0, 9.28917, 1, 0, 0.501745, 0.00202834 ), - 0, 8.96379, 1, 0, 0.497738, -0.00282417 ) ); - // itree = 356 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.401923, -0.000405679 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538478, 0.00226026 ), 3, -0.884889, 1, 0, 0.51768, 0.0163475 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494138, -0.000800403 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565776, 0.00413372 ), 4, 0.892328, 1, 0, 0.497287, -0.00314422 ), - 0, 8.80726, 1, 0, 0.503437, 0.00273425 ) ); - // itree = 357 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443421, -0.00249986 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419037, -0.000298758 ), 0, 8.45403, 1, 0, 0.422377, -0.00509456 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578828, 0.00365248 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.576089, -0.000205159 ), 0, 8.48789, 1, 0, 0.57649, 0.00429711 ), - 3, -0.707682, 1, 0, 0.500078, -0.000359437 ) ); - // itree = 358 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494822, 0.002517 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515951, 0.000593976 ), 4, -0.698999, 1, 0, 0.510076, 0.0081216 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481506, -0.00280277 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504267, 0.0012639 ), 1, 3, 1, 0, 0.489474, -0.00604758 ), - 0, 9.30464, 1, 0, 0.503873, 0.00394203 ) ); - // itree = 359 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468147, -0.00280793 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498034, -0.000524123 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521463, 0.0020471 ), 5, 0.050952, 1, 0, 0.500987, -0.00122092 ), - 0, 8.22123, 1, 0, 0.499046, -0.00275865 ) ); - // itree = 360 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399229, 0.00129011 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537297, -0.000305973 ), 3, -0.800782, 1, 0, 0.492151, 0.00121178 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50202, -0.00286727 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523094, -0.000132897 ), 0, 8.72818, 1, 0, 0.517886, -0.00701785 ), - 4, 0.0459085, 1, 0, 0.499339, -0.00108671 ) ); - // itree = 361 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494533, -0.000170849 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51066, 0.00307856 ), 1, 4, 1, 0, 0.496433, 0.00244864 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505691, -0.00468753 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533947, -0.000333107 ), 1, 3, 1, 0, 0.521427, -0.00602103 ), - 4, 0.798373, 1, 0, 0.500241, -0.000934586 ) ); - // itree = 362 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504187, -0.000124478 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476958, -0.0042333 ), 0, 9.42023, 1, 0, 0.498097, -0.00454813 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448823, 0.00134158 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.587782, -0.000531318 ), 3, 0.801035, 1, 0, 0.503922, 0.00393601 ), - 1, 2, 1, 0, 0.502226, -0.000574326 ) ); - // itree = 363 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426393, -0.000564541 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582567, 0.00218281 ), 3, -0.706838, 1, 0, 0.505434, 0.0051986 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513461, 0.00125912 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491674, -0.00133983 ), 0, 8.33755, 1, 0, 0.493662, -0.00606877 ), - 1, 2, 1, 0, 0.49707, 2.93803e-05 ) ); - // itree = 364 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54166, 0.00286347 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504553, 0.000443233 ), 2, 2, 1, 0, 0.525585, 0.000585579 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498933, 0.000279362 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533327, 0.00320438 ), 1, 5, 1, 0, 0.500634, 0.00303507 ), - 0, 8.47021, 1, 0, 0.504005, 0.00456897 ) ); - // itree = 365 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521196, 0.00213899 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484741, -0.00158458 ), 0, 9.30096, 1, 0, 0.510231, 0.00900349 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477494, -0.0017908 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526177, 0.000629802 ), 4, 0.0462377, 1, 0, 0.493676, -0.00623917 ), - 1, 2, 1, 0, 0.498504, 3.69617e-05 ) ); - // itree = 366 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479839, -0.00188509 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456502, -0.00186306 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511921, 0.00110114 ), 4, -0.799135, 1, 0, - 0.503482, 0.00403596 ), - 0, 8.31257, 1, 0, 0.501512, 0.00207805 ) ); - // itree = 367 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467421, 0.00151652 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45552, -0.00298243 ), 5, -0.686345, 1, 0, 0.458811, -0.0103913 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429847, 0.00141558 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552609, -0.000315647 ), 3, -0.802184, 1, 0, 0.508371, 0.00187795 ), - 4, -0.79779, 1, 0, 0.500894, 2.68625e-05 ) ); - // itree = 368 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503688, 0.00106421 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51528, -0.000965479 ), 4, 0.0407224, 1, 0, 0.506956, 0.00399797 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489648, -0.00178071 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505389, 0.00114524 ), 1, 3, 1, 0, 0.495204, -0.00345026 ), - 0, 9.0014, 1, 0, 0.500475, -0.000210949 ) ); - // itree = 369 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443021, -0.00357038 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46909, -5.66397e-05 ), 0, 9.10172, 1, 0, 0.456133, -0.0134878 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458094, 0.000310668 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.619289, 0.00269551 ), 3, 0.802564, 1, 0, 0.512551, 0.00678574 ), - 4, -0.796397, 1, 0, 0.503942, 0.00369219 ) ); - // itree = 370 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497828, -0.000174371 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517249, 0.00262181 ), 1, 4, 1, 0, 0.499756, -5.26441e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504014, -0.0031278 ), 1, 5, 1, 0, 0.499964, -0.00111861 ) ); - // itree = 371 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421021, -0.0084232 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535712, 0.000644525 ), 4, -0.795659, 1, 0, 0.48376, -0.0192117 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505605, 0.000890609 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49895, -0.0012534 ), 5, 0.0553869, 1, 0, 0.504696, 0.0038075 ), - 5, -0.783966, 1, 0, 0.503486, 0.00247705 ) ); - // itree = 372 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484002, -0.0019019 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506572, 0.000489238 ), 2, 2, 1, 0, 0.494131, -0.000323861 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504301, 0.000210005 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518062, 0.00382043 ), 0, 9.16169, 1, 0, 0.510023, 0.00772726 ), - 1, 3, 1, 0, 0.49965, -0.000727399 ) ); - // itree = 373 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495494, 8.09159e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543318, 0.00245364 ), 4, 0.802793, 1, 0, 0.500902, 0.00213335 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519101, -0.00408894 ), 4, 0.892328, 1, 0, 0.501573, 0.00123842 ) ); - // itree = 374 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471245, -8.3779e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437569, -0.00312056 ), 5, 0.053617, 1, 0, 0.467481, -0.00270057 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612131, -0.000337006 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.768212, 0.00841677 ), 3, 0.950511, 1, 0, 0.65759, 0.00974416 ), - 3, 0.896583, 1, 0, 0.500243, -0.000555943 ) ); - // itree = 375 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493778, -0.00144063 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520884, 0.00378226 ), 5, -0.826966, 1, 0, 0.514001, 0.0156278 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449763, 0.000396855 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.588786, -0.00113041 ), 3, 0.800487, 1, 0, 0.499406, -0.00075106 ), - 5, -0.693377, 1, 0, 0.501209, 0.00127266 ) ); - // itree = 376 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480972, 0.000901497 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503397, -0.000891422 ), 4, -0.70241, 1, 0, 0.497192, -0.00260761 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499871, -0.00172469 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457578, -0.0078487 ), 1, 3, 1, 0, 0.487384, -0.00709102 ), - 2, 3, 1, 0, 0.496115, -0.000476517 ) ); - // itree = 377 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490081, -0.00138991 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498225, -8.63049e-05 ), 0, 8.81073, 1, 0, 0.495741, -0.00413919 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547551, 0.00484434 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505493, 0.000579261 ), 0, 8.8114, 1, 0, 0.518691, 0.0136954 ), - 2, 3, 1, 0, 0.498221, -0.000585395 ) ); - // itree = 378 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.361403, 0.0052346 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525077, -0.000269648 ), 3, -0.894276, 1, 0, 0.502204, 0.00250423 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413245, -0.00206624 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571491, -0.000414734 ), 3, -0.706679, 1, 0, 0.49257, -0.00772794 ), - 1, 2, 1, 0, 0.495344, -0.00156882 ) ); - // itree = 379 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516347, 0.00243209 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496621, -0.000454638 ), 0, 8.19165, 1, 0, 0.497701, -0.00122061 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56615, 0.00977415 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515946, 0.000724267 ), 5, 0.744637, 1, 0, 0.527166, 0.0173532 ), - 5, 0.0537906, 1, 0, 0.501353, 0.00108149 ) ); - // itree = 380 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450207, -0.00265297 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479925, 0.00279528 ), 0, 9.29246, 1, 0, 0.460018, -0.00910451 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50082, 0.00197628 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511035, 0.000142474 ), 4, -0.710669, 1, 0, 0.509625, 0.0025163 ), - 4, -0.795375, 1, 0, 0.501859, 0.000697102 ) ); - // itree = 381 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475713, -0.00275437 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49853, -0.000954803 ), 0, 8.83367, 1, 0, 0.491181, -0.0114033 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500894, 0.000513917 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51584, -0.00413974 ), 4, 0.890188, 1, 0, 0.501624, 0.00200989 ), - 1, 2, 1, 0, 0.498541, -0.00122787 ) ); - // itree = 382 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508133, 0.00165837 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500659, 0.00012324 ), 5, -0.687873, 1, 0, 0.501505, 0.00181383 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507946, -0.00188159 ), 1, 5, 1, 0, 0.501803, -0.00078224 ) ); - // itree = 383 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51321, 0.00444281 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529426, -0.00107983 ), 3, -0.701156, 1, 0, 0.521293, 0.0168432 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516411, 0.000998029 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495426, -0.000725376 ), 0, 8.66116, 1, 0, 0.498039, -0.00231884 ), - 0, 8.39114, 1, 0, 0.500532, -0.000264402 ) ); - // itree = 384 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504523, -0.000741893 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467595, -0.00323891 ), 2, 2, 1, 0, 0.488719, 0.000197726 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492306, 0.00414262 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505898, 0.000150965 ), 4, -0.799135, 1, 0, 0.503848, 0.00405989 ), - 0, 8.43922, 1, 0, 0.501942, 0.00123025 ) ); - // itree = 385 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476099, -0.00300677 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501599, 0.000414795 ), 5, -0.775917, 1, 0, 0.500207, 0.00154121 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573363, 0.00590428 ), 4, 0.889598, 1, 0, 0.503124, 0.00276425 ) ); - // itree = 386 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422, 0.000285395 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42208, -0.00221997 ), - 2, 2, 1, 0, 0.422034, -0.00255612 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532998, 0.00323672 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584141, -7.00275e-05 ), 3, 0.77176, 1, 0, 0.576368, 0.00309949 ), - 3, -0.707682, 1, 0, 0.499617, -0.00078172 ) ); - // itree = 387 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476977, -0.00181427 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514846, 0.00151278 ), 0, 8.25181, 1, 0, 0.510787, 0.00762442 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500884, 0.0010938 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48452, -0.00380124 ), 2, 2, 1, 0, 0.494105, -0.00237078 ), - 0, 9.22629, 1, 0, 0.504745, 0.00363501 ) ); - // itree = 388 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498056, -0.000149822 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498781, -0.00829246 ), 4, 0.88959, 1, 0, 0.498077, -0.00217242 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530594, 0.00365216 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520742, 0.00138664 ), 0, 9.38288, 1, 0, 0.528269, 0.0201212 ), - 5, 0.0515391, 1, 0, 0.501927, 0.000670545 ) ); - // itree = 389 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512064, 0.000569828 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492558, -0.00144281 ), 1, 2, 1, 0, 0.49823, -0.000108672 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491749, -0.000412745 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547324, 0.00321491 ), 4, 0.798657, 1, 0, 0.500587, 0.000683366 ), - 0, 8.64218, 1, 0, 0.500099, -0.00112368 ) ); - // itree = 390 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476956, -0.00142422 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499168, 0.000507335 ), 0, 8.20497, 1, 0, 0.497825, 0.00200967 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510542, -0.00331765 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554013, 0.00247833 ), 4, 0.884969, 1, 0, 0.522955, -0.0106469 ), - 4, 0.795611, 1, 0, 0.501774, 2.10463e-05 ) ); - // itree = 391 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415487, -0.0013611 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564549, 0.000604311 ), 3, -0.70727, 1, 0, 0.49293, -0.00228074 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529196, -0.000286705 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.586621, 0.00658661 ), 1, 4, 1, 0, 0.544143, 0.00819561 ), - 4, 0.798373, 1, 0, 0.500639, -0.000614878 ) ); - // itree = 392 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.353499, 0.00140024 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467009, -0.00139928 ), 3, -0.905282, 1, 0, 0.44023, -0.00555689 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.585728, 0.00214963 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60321, -0.000392907 ), 0, 8.8215, 1, 0, 0.598133, 0.00403526 ), - 3, 0.802863, 1, 0, 0.498987, -0.00198756 ) ); - // itree = 393 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46738, 0.000119155 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441213, -0.00509581 ), 1, 3, 1, 0, 0.453032, -0.00915942 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533112, 0.00229182 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506026, 5.42069e-05 ), 0, 8.39114, 1, 0, 0.508949, 0.00273911 ), - 4, -0.799093, 1, 0, 0.500694, -3.90863e-05 ) ); - // itree = 394 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46403, -0.00524582 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502954, 0.000498733 ), 5, -0.829839, 1, 0, 0.501699, 0.00208401 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524454, 0.00326027 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487858, -0.0039902 ), 5, 0.744431, 1, 0, 0.495816, -0.014424 ), - 5, 0.0503667, 1, 0, 0.500972, 4.40654e-05 ) ); - // itree = 395 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475703, -0.00217762 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529852, 0.000238422 ), 4, 0.0522709, 1, 0, 0.489975, -0.0145512 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494349, 0.000981494 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513658, -0.00164675 ), 4, 0.0462377, 1, 0, 0.499861, 0.00129636 ), - 0, 8.70158, 1, 0, 0.497484, -0.00251271 ) ); - // itree = 396 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400647, -0.000599903 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502374, 0.00147451 ), 3, -0.819164, 1, 0, 0.448087, 0.00300098 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593924, -0.000290177 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570767, -0.00347499 ), 1, 3, 1, 0, 0.585089, -0.00395612 ), - 3, 0.802661, 1, 0, 0.499607, -0.0015315 ) ); - // itree = 397 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493321, -0.00126648 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522129, 0.00240809 ), 1, 2, 1, 0, 0.513613, -3.01918e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43356, 0.000667898 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59912, -0.00170556 ), 3, 0.802661, 1, 0, 0.498985, -0.00116378 ), - 0, 8.91595, 1, 0, 0.504685, 0.00358498 ) ); - // itree = 398 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494326, -0.00108225 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519156, 0.00157061 ), 1, 4, 1, 0, 0.497921, 0.000221579 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413738, 0.00406095 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594229, 0.000409603 ), 3, -0.707824, 1, 0, 0.506017, 0.00907677 ), - 0, 9.26688, 1, 0, 0.500567, -0.000478664 ) ); - // itree = 399 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496447, -0.000691451 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470189, -0.00626471 ), 0, 9.53097, 1, 0, 0.492265, -0.00775925 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496022, 0.000581533 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550358, 0.00388158 ), 4, 0.048679, 1, 0, 0.509317, 0.00800259 ), - 2, 2, 1, 0, 0.499508, -0.00144467 ) ); - // itree = 400 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422153, 0.000143293 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45154, -0.0039192 ), 3, -0.75873, 1, 0, 0.425417, -0.00239734 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574442, 0.00243959 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.589688, 0.0010559 ), 0, 8.97784, 1, 0, 0.583091, 0.0116678 ), - 3, -0.707682, 1, 0, 0.504996, 0.00470139 ) ); - // itree = 401 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471655, -0.000771136 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.449088, -0.00603887 ), 4, -0.745112, 1, 0, 0.468345, -0.00964284 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520481, 0.00116631 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505619, -0.00011841 ), 0, 9.16044, 1, 0, 0.514353, 0.00490939 ), - 4, -0.702301, 1, 0, 0.50177, 0.000929549 ) ); - // itree = 402 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538315, 0.00304525 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504143, 0.000729435 ), 0, 8.38523, 1, 0, 0.507691, 0.00720766 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467979, -0.00184296 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.646433, 0.0020752 ), 3, 0.890524, 1, 0, 0.494161, -0.00787402 ), - 2, 2, 1, 0, 0.501901, 0.0001562 ) ); - // itree = 403 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510963, 0.00045055 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53469, 0.00258891 ), 1, 3, 1, 0, 0.519095, -0.000128312 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489753, -0.00194071 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501101, 0.000438609 ), 0, 8.60959, 1, 0, 0.50031, 0.00103478 ), - 0, 8.47044, 1, 0, 0.502904, 0.00249983 ) ); - // itree = 404 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534664, 0.00284962 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499939, 0.000383055 ), 0, 8.62698, 1, 0, 0.507104, 0.00740299 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46985, 0.0034409 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494956, -0.00119939 ), 4, -0.890243, 1, 0, 0.493745, -0.00626186 ), - 1, 2, 1, 0, 0.497625, -0.00166737 ) ); - // itree = 405 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481708, 0.000490024 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494254, 0.00378561 ), 0, 8.80334, 1, 0, 0.490413, 0.0143012 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506222, -6.07075e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497405, -0.0030631 ), 1, 3, 1, 0, 0.503414, -0.00496088 ), - 4, -0.703949, 1, 0, 0.499837, -0.000871515 ) ); - // itree = 406 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493045, 0.00295409 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418601, 0.00021938 ), 0, 8.62889, 1, 0, 0.433754, 0.00681307 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524295, -0.00271095 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577021, -0.000365916 ), 0, 8.65277, 1, 0, 0.565753, -0.00715572 ), - 3, -0.707314, 1, 0, 0.500287, -0.000227739 ) ); - // itree = 407 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418821, -0.000471381 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561653, -0.00224184 ), 3, -0.707782, 1, 0, 0.490938, -0.00900507 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465855, -0.000859167 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523639, 0.00215483 ), 4, -0.691675, 1, 0, 0.509954, 0.00889632 ), - 2, 2, 1, 0, 0.498977, -3.38199e-06 ) ); - // itree = 408 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500973, -0.000165007 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480408, -0.00268674 ), 2, 2, 1, 0, 0.491966, -0.000149652 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522245, 0.00347746 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49906, 0.000429499 ), 0, 9.07638, 1, 0, 0.502672, 0.00492443 ), - 0, 8.96393, 1, 0, 0.49814, -0.00158411 ) ); - // itree = 409 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478611, -0.00088069 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461048, -0.00683689 ), 5, -0.828326, 1, 0, 0.469651, -0.0234041 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500712, 0.000156703 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56983, 0.0052831 ), 4, 0.889927, 1, 0, 0.502674, 0.00172457 ), - 5, -0.78419, 1, 0, 0.500783, 0.000285402 ) ); - // itree = 410 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479063, -0.000182774 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514385, -0.00422927 ), 3, 0.787203, 1, 0, 0.492488, -0.0163699 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499888, -0.000268835 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505341, 0.00387306 ), 0, 9.58286, 1, 0, 0.500705, 0.000634798 ), - 0, 8.47021, 1, 0, 0.499596, -0.00166115 ) ); - // itree = 411 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.423853, 0.000458256 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566027, -0.00159022 ), 3, -0.707824, 1, 0, 0.495242, -0.00364155 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483407, 0.00396496 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51032, 0.000520719 ), 4, -0.787615, 1, 0, 0.506691, 0.00574667 ), - 2, 2, 1, 0, 0.500107, -0.000120624 ) ); - // itree = 412 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503463, 0.0008186 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491237, -0.00177062 ), 5, 0.0455969, 1, 0, 0.502033, 0.00323813 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519645, -0.00452012 ), 4, 0.892405, 1, 0, 0.502654, 0.00223524 ) ); - // itree = 413 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424931, -0.00341424 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525823, -0.000901197 ), 3, -0.795189, 1, 0, 0.488256, -0.017821 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491156, -0.00125658 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505615, 0.000418812 ), 2, 2, 1, 0, 0.497292, -0.00268468 ), - 0, 8.61213, 1, 0, 0.495505, -0.00607485 ) ); - // itree = 414 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488607, 0.00442839 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534568, 0.00177442 ), 4, -0.703859, 1, 0, 0.513319, 0.017451 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490165, -0.00144943 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499358, -0.000169354 ), 0, 8.37437, 1, 0, 0.498384, -0.00240127 ), - 5, -0.783966, 1, 0, 0.499242, -0.00126048 ) ); - // itree = 415 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503423, 0.00452844 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462892, -0.000646464 ), 0, 8.91757, 1, 0, 0.476739, 0.0113632 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.354215, -0.00250409 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534251, 0.00028381 ), 3, -0.896545, 1, 0, 0.506567, -0.00066552 ), - 4, -0.798862, 1, 0, 0.502166, 0.00110892 ) ); - // itree = 416 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471745, -0.00204802 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5097, 0.00158029 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500943, -0.00042376 ), 2, 2, 1, 0, 0.505934, 0.00365921 ), - 0, 8.24309, 1, 0, 0.503681, 0.00282694 ) ); - // itree = 417 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472376, -0.00431778 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493016, -0.00103603 ), 5, -0.73773, 1, 0, 0.490561, -0.00886487 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518153, 0.00162266 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551562, 0.00618425 ), 5, 0.83699, 1, 0, 0.52481, 0.0154209 ), - 5, 0.0447488, 1, 0, 0.494942, -0.00575808 ) ); - // itree = 418 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450645, -0.00150691 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578255, 0.000874997 ), 3, 0.7989, 1, 0, 0.497563, -0.00540339 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515938, 0.0025757 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49786, 0.000132994 ), 0, 9.22906, 1, 0, 0.504095, 0.00532742 ), - 0, 9.0014, 1, 0, 0.501126, 0.000451097 ) ); - // itree = 419 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439592, -0.000859387 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60012, 0.00104869 ), 3, 0.802958, 1, 0, 0.498401, -0.00124789 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50556, 0.000305213 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486233, -0.00377209 ), 5, -0.691126, 1, 0, 0.49216, -0.0160939 ), - 1, 4, 1, 0, 0.497525, 0.000460907 ) ); - // itree = 420 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484241, -0.00244699 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531947, 0.00177965 ), 4, 0.0506416, 1, 0, 0.491901, -0.0117356 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515855, 0.00178765 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500823, 0.000333244 ), 0, 8.91757, 1, 0, 0.506559, 0.00687153 ), - 1, 2, 1, 0, 0.502322, 0.00245167 ) ); - // itree = 421 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490079, -0.00126118 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495742, -7.9617e-05 ), 0, 9.17431, 1, 0, 0.492357, -0.00583667 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511959, 0.00314973 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538084, -0.000744172 ), 4, 0.794728, 1, 0, 0.519301, 0.0131625 ), - 1, 4, 1, 0, 0.496079, 0.000277683 ) ); - // itree = 422 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443354, -0.0024378 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519136, 0.00122553 ), 4, -0.779618, 1, 0, 0.506912, 0.00556593 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480508, -0.00269607 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498235, -0.000195546 ), 0, 8.98877, 1, 0, 0.49381, -0.00543008 ), - 0, 8.73592, 1, 0, 0.497256, -0.00253818 ) ); - // itree = 423 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.398542, 0.00129069 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531468, -0.00111722 ), 3, -0.801845, 1, 0, 0.48803, -0.00230628 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491961, 0.00184219 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.684753, -0.00072634 ), 3, 0.897015, 1, 0, 0.529317, 0.0088154 ), - 4, 0.0475076, 1, 0, 0.499732, 0.000845899 ) ); - // itree = 424 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505231, 0.00114393 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535419, 0.00601475 ), 5, -0.743797, 1, 0, 0.511736, 0.013427 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504508, 0.000538497 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493682, -0.00118805 ), 0, 8.95489, 1, 0, 0.498217, -0.0014085 ), - 5, -0.691197, 1, 0, 0.499875, 0.000411027 ) ); - // itree = 425 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475001, -0.00196613 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5021, 0.000332418 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52994, 0.00432168 ), 2, 3, 1, 0, 0.505159, 0.00205487 ), - 0, 8.24309, 1, 0, 0.50318, 0.00271127 ) ); - // itree = 426 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.455726, 0.000160708 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570481, 0.00225215 ), 3, -0.700736, 1, 0, 0.514219, 0.0107645 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.331377, -0.00275713 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534553, -0.000216503 ), 3, -0.896397, 1, 0, 0.495512, -0.00339224 ), - 0, 8.80726, 1, 0, 0.501208, 0.000918717 ) ); - // itree = 427 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.219711, -0.011287 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.376758, -0.000391195 ), 3, -0.953749, 1, 0, 0.339085, -0.0136158 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530448, 0.000408147 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563031, -0.00423008 ), 5, 0.780592, 1, 0, 0.531972, 0.00128986 ), - 3, -0.895349, 1, 0, 0.498458, -0.0013 ) ); - // itree = 428 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497675, -0.000333788 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500198, -0.00291519 ), 5, 0.790974, 1, 0, 0.497815, -0.00301673 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498398, 0.00753496 ), 0, 9.98155, 1, 0, 0.49783, -0.00238222 ) ); - // itree = 429 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513639, 0.00468562 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428183, 0.00112546 ), 0, 8.34527, 1, 0, 0.436323, 0.0104529 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562363, -0.00107175 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594283, 0.00256059 ), 1, 3, 1, 0, 0.573378, -0.00114257 ), - 3, -0.707314, 1, 0, 0.505837, 0.00563585 ) ); - // itree = 430 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480413, -0.00181504 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50561, 0.000883768 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495003, -0.00057971 ), 1, 2, 1, 0, 0.498095, -0.00108672 ), - 0, 8.31257, 1, 0, 0.496578, -0.00231654 ) ); - // itree = 431 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527605, 0.00503146 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491564, -0.000876612 ), 5, -0.780175, 1, 0, 0.494229, -0.00312294 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511705, 0.00182523 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504967, -0.000460492 ), 2, 3, 1, 0, 0.510018, 8.21827e-05 ), - 2, 2, 1, 0, 0.500993, -0.000902251 ) ); - // itree = 432 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479543, -0.00244659 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498804, -0.000133499 ), 5, -0.690034, 1, 0, - 0.496586, -0.00250031 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54268, 0.00362828 ), 1, 5, 1, 0, 0.498732, 0.00041469 ) ); - // itree = 433 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491916, 0.000416938 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517288, 0.00317397 ), 2, 3, 1, 0, 0.494957, 0.000362365 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447112, 0.00149145 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.587998, -0.00292081 ), 3, -0.799648, 1, 0, 0.518894, -0.00419376 ), - 4, 0.0454631, 1, 0, 0.501708, 0.00200733 ) ); - // itree = 434 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532499, 0.00216435 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501306, 0.000857885 ), 0, 8.57744, 1, 0, 0.50693, 0.00789801 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509656, 0.000835683 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49384, -0.0016709 ), 0, 8.49562, 1, 0, 0.496231, -0.00639182 ), - 2, 2, 1, 0, 0.502364, -0.000519277 ) ); - // itree = 435 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504715, -0.000242077 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526837, 0.0032709 ), 0, 8.4576, 1, 0, 0.515759, 0.0123259 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499853, 9.31643e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491153, -0.00209914 ), 1, 3, 1, 0, 0.496804, -0.00334181 ), - 0, 8.73592, 1, 0, 0.501678, 0.000558722 ) ); - // itree = 436 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503203, 0.000650682 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483292, -0.00170886 ), 1, 2, 1, 0, 0.489648, -0.00113516 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506637, -0.00235342 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558738, 0.00365915 ), 4, 0.82111, 1, 0, 0.545294, 0.0120377 ), - 4, 0.794344, 1, 0, 0.498509, -0.00312841 ) ); - // itree = 437 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42967, -0.00175404 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407878, 0.000920231 ), 0, 9.17472, 1, 0, 0.420926, -0.00654329 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573221, 7.06408e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550656, -0.00283362 ), 2, 3, 1, 0, 0.570706, 0.000967925 ), - 3, -0.707726, 1, 0, 0.497117, -0.00388638 ) ); - // itree = 438 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503681, 0.000583332 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494154, -0.00202805 ), 2, 3, 1, 0, 0.502622, 7.73634e-06 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.349759, -0.00784658 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584611, -0.00492627 ), 3, -0.707638, 1, 0, 0.469006, -0.0188473 ), - 0, 9.81274, 1, 0, 0.50086, 0.00100509 ) ); - // itree = 439 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52881, 0.00363605 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400313, -0.000943959 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558155, 0.00038357 ), 3, -0.80175, 1, 0, - 0.500158, -0.000512537 ), - 0, 8.13359, 1, 0, 0.501449, 0.00119246 ) ); - // itree = 440 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511232, 0.001767 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515042, -0.0013249 ), - 4, 0.0473082, 1, 0, 0.512263, 0.00826397 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491082, -0.00142471 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499495, 0.000117357 ), 0, 9.16362, 1, 0, 0.49605, -0.00339405 ), - 0, 8.80336, 1, 0, 0.500948, 0.000127823 ) ); - // itree = 441 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490456, -0.000889565 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505782, 0.000589815 ), 2, 2, 1, 0, 0.497331, -0.000480328 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515987, 0.00211494 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486208, -0.003574 ), 0, 9.51324, 1, 0, 0.511336, 0.00993383 ), - 1, 3, 1, 0, 0.50216, 0.00166034 ) ); - // itree = 442 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.384174, 0.00325963 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517435, -0.00419272 ), 3, -0.895333, 1, 0, 0.483475, -0.0147517 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511086, 0.00205074 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501324, 0.000105024 ), 0, 8.21048, 1, 0, 0.501901, 0.00182244 ), - 5, -0.690584, 1, 0, 0.499656, -0.000197235 ) ); - // itree = 443 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413081, 0.00107555 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461802, 0.00703599 ), 5, 0.793881, 1, 0, 0.416706, 0.00913304 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488849, -0.00189873 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597768, -7.18094e-05 ), 3, 0.820867, 1, 0, 0.547714, -0.00632452 ), - 3, -0.801655, 1, 0, 0.499191, -0.000599262 ) ); - // itree = 444 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463573, -0.00333459 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483215, -0.00279431 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501687, 0.000115277 ), 5, -0.689576, 1, 0, - 0.4994, -0.00137841 ), - 0, 8.27411, 1, 0, 0.496708, -0.00371369 ) ); - // itree = 445 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495577, -0.000210118 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511011, 0.00175099 ), 2, 2, 1, 0, 0.502411, 0.000256825 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489139, 0.00148973 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5027, -0.00424211 ), 4, -0.796607, 1, 0, 0.49726, -0.0119198 ), - 5, 0.0498965, 1, 0, 0.501757, 0.00187536 ) ); - // itree = 446 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511006, 0.00140384 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554757, 0.00284058 ), 4, 0.0446523, 1, 0, 0.522756, 0.0176462 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528861, 0.00515094 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497523, -0.00024193 ), 5, -0.78419, 1, 0, 0.499385, 0.00032729 ), - 0, 8.5443, 1, 0, 0.503252, 0.00319347 ) ); - // itree = 447 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506117, -5.75934e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483331, -0.00216197 ), 0, 8.68548, 1, 0, 0.492436, -0.00880686 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463147, -0.00827876 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501886, 0.00142645 ), 5, -0.782825, 1, 0, 0.499349, 0.00352904 ), - 0, 9.16378, 1, 0, 0.495275, -0.00374121 ) ); - // itree = 448 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.339263, -0.000909879 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538865, 0.00166412 ), 3, -0.89629, 1, 0, 0.506512, 0.00823874 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.398566, 0.00258414 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529608, -0.00253003 ), 3, -0.895225, 1, 0, 0.498608, -0.00854436 ), - 1, 4, 1, 0, 0.505377, 0.0012543 ) ); - // itree = 449 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40791, -0.00318188 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4777, 0.000961297 ), 5, -0.777653, 1, 0, 0.474245, 0.00498897 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.606337, 0.00158973 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.661297, -0.00358182 ), 4, -0.706239, 1, 0, 0.638671, -0.00665913 ), - 3, 0.896325, 1, 0, 0.503201, 0.00293771 ) ); - // itree = 450 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489961, -0.00147877 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533336, 0.00148064 ), 2, 3, 1, 0, 0.495473, 0.000962513 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490793, -0.00160874 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507227, 0.00140604 ), 0, 8.43922, 1, 0, 0.505203, 0.00516486 ), - 1, 2, 1, 0, 0.502345, -0.00139394 ) ); - // itree = 451 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441439, 0.00115779 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562961, -0.000805654 ), 3, -0.706679, 1, 0, 0.503212, 0.00111134 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.384795, -0.00539331 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.631725, 0.00100211 ), 3, 0.802863, 1, 0, 0.483458, -0.0106975 ), - 0, 9.56053, 1, 0, 0.500387, -0.000577618 ) ); - // itree = 452 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453673, -0.00379892 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513956, 0.0031701 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497337, -0.000576705 ), 5, -0.783074, 1, 0, - 0.498334, -0.00220972 ), - 0, 8.22936, 1, 0, 0.495485, -0.00449577 ) ); - // itree = 453 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46189, -0.000469051 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.587879, 0.00229849 ), 3, 0.799386, 1, 0, 0.507379, 0.00433535 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493338, -0.000965354 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47695, -0.00576228 ), 1, 4, 1, 0, 0.491075, -0.00869627 ), - 0, 8.91313, 1, 0, 0.49724, -0.00331151 ) ); - // itree = 454 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494545, -0.000815137 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50054, 0.000941453 ), 0, 8.99893, 1, 0, 0.497814, -0.000619447 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558642, 0.00542578 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508979, 0.000188995 ), 0, 8.87193, 1, 0, 0.525163, 0.0159074 ), - 5, 0.0529474, 1, 0, 0.501268, 0.00146767 ) ); - // itree = 455 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492707, -0.00139103 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483069, -0.00236059 ), 1, 3, 1, 0, 0.489438, -0.000258666 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50588, 0.000897164 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489613, -0.000955483 ), 0, 9.44389, 1, 0, 0.501999, 0.00347544 ), - 0, 8.47044, 1, 0, 0.500345, 0.000775822 ) ); - // itree = 456 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43046, -0.0042198 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502729, 0.000410664 ), 4, -0.892932, 1, 0, 0.500795, 0.00195116 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482247, -0.0066006 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499693, -0.00195719 ), 5, 0.835204, 1, 0, 0.490718, -0.0272833 ), - 5, 0.791103, 1, 0, 0.500249, 0.000366158 ) ); - // itree = 457 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46828, 0.00290997 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.348831, -0.00184453 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529891, 0.000100441 ), 3, -0.896055, 1, 0, - 0.500271, -0.00112328 ), - 4, -0.889068, 1, 0, 0.499042, -0.000474932 ) ); - // itree = 458 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514616, 0.00207436 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499802, 3.92646e-05 ), 0, 8.28316, 1, 0, 0.500976, 0.00192305 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58207, 0.00606714 ), 4, 0.890097, 1, 0, 0.504, 0.0031519 ) ); - // itree = 459 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523444, 0.00329932 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502724, 0.000618328 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505107, -0.00242975 ), 1, 5, 1, 0, 0.502837, 0.00257456 ), - 0, 8.17292, 1, 0, 0.503858, 0.0043233 ) ); - // itree = 460 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.403385, -0.000469878 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391204, -0.00464193 ), 5, 0.0517158, 1, 0, 0.401323, -0.00711837 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554337, 0.00144093 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564602, -0.000122295 ), 0, 9.09603, 1, 0, 0.559109, 0.00589745 ), - 3, -0.801893, 1, 0, 0.500916, 0.00109705 ) ); - // itree = 461 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489509, -0.000548218 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528549, 0.00107562 ), 4, 0.046733, 1, 0, 0.500564, -0.000620242 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.380565, 0.00483899 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.621929, 0.0090763 ), 3, -0.706789, 1, 0, 0.503053, 0.0211186 ), - 0, 9.79783, 1, 0, 0.500703, 0.000599537 ) ); - // itree = 462 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503685, -0.000500004 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53362, 0.0033948 ), 2, 2, 1, 0, 0.516803, -0.000242111 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491799, -0.001631 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501248, 0.00217288 ), 0, 9.47867, 1, 0, 0.493734, -0.00668151 ), - 0, 8.40447, 1, 0, 0.496307, -0.0046459 ) ); - // itree = 463 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.324937, -0.000503432 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435559, 0.0058765 ), 3, -0.922328, 1, 0, 0.366032, 0.0118698 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53037, -0.00234619 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528906, -0.000139228 ), 5, -0.691012, 1, 0, 0.529068, -0.00237767 ), - 3, -0.895382, 1, 0, 0.500191, 0.000145843 ) ); - // itree = 464 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46118, -0.00137353 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504152, 0.00114351 ), 4, -0.796457, 1, 0, 0.495063, 0.00415356 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419787, -0.00287115 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.607549, 0.000829833 ), 3, -0.801214, 1, 0, 0.516291, -0.00626836 ), - 4, 0.04812, 1, 0, 0.501046, 0.00121593 ) ); - // itree = 465 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.241896, -0.00480383 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.387782, 0.00297097 ), 3, -0.959467, 1, 0, 0.362557, 0.0102694 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461001, -0.00413004 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53101, -0.000398216 ), 0, 8.22123, 1, 0, 0.526199, -0.0051778 ), - 3, -0.896573, 1, 0, 0.498047, -0.00252039 ) ); - // itree = 466 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421231, 0.00404838 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.347234, 0.000915241 ), 0, 8.83437, 1, 0, 0.364624, 0.0107936 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511004, -0.00114833 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540276, 0.00051636 ), 0, 8.91595, 1, 0, 0.528416, -0.00242951 ), - 3, -0.895461, 1, 0, 0.500231, -0.000154064 ) ); - // itree = 467 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498453, -0.000317285 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495135, -0.00256441 ), 2, 3, 1, 0, 0.498087, -0.00023315 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525915, 0.00715361 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501199, 0.00287871 ), 0, 9.60131, 1, 0, 0.507832, 0.0151039 ), - 0, 9.51183, 1, 0, 0.49969, -0.000566737 ) ); - // itree = 468 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487586, -0.00149606 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553145, 0.00447846 ), 4, 0.788943, 1, 0, 0.493413, -0.00654083 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499766, 0.00104942 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528576, -0.00085746 ), 4, 0.796118, 1, 0, 0.505268, 0.00444133 ), - 1, 2, 1, 0, 0.501814, -0.000454103 ) ); - // itree = 469 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410984, 0.000649087 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545823, -0.00107131 ), 3, -0.802045, 1, 0, 0.49654, -0.00297076 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539475, 0.00390052 ), 1, 5, 1, 0, 0.49862, -0.00150618 ) ); - // itree = 470 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.350365, -0.00368758 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.330935, -0.000575691 ), 0, 9.19535, 1, 0, 0.341352, -0.0153521 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5283, -0.000497301 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530547, 0.00177645 ), 2, 3, 1, 0, 0.528568, -0.000542465 ), - 3, -0.895382, 1, 0, 0.496377, -0.00408326 ) ); - // itree = 471 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544221, 0.00333518 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499115, -3.63662e-05 ), 2, 2, 1, 0, 0.525443, 0.000494042 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487682, -0.00288682 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500688, 0.000292918 ), 0, 8.54711, 1, 0, 0.499918, 1.2921e-05 ), - 0, 8.40492, 1, 0, 0.502848, 0.00240564 ) ); - // itree = 472 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494949, 0.000137501 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539754, 0.00228453 ), 4, 0.0463833, 1, 0, 0.507734, 0.00571018 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49864, 0.000715678 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490577, -0.00273537 ), 2, 2, 1, 0, 0.495346, -0.00301156 ), - 0, 9.16378, 1, 0, 0.502627, 0.00229049 ) ); - // itree = 473 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476036, 0.0012032 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553134, 0.0019889 ), - 3, -0.701527, 1, 0, 0.514152, 0.0160435 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464138, -0.00197365 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510256, 0.000154335 ), 4, -0.705253, 1, 0, 0.497698, -0.00243715 ), - 0, 8.31257, 1, 0, 0.499175, -0.000778724 ) ); - // itree = 474 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470244, -0.00224259 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469947, -0.000925818 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512238, 0.000425748 ), 4, -0.704907, 1, 0, - 0.500711, 0.000387345 ), - 0, 8.20497, 1, 0, 0.498909, -0.000987938 ) ); - // itree = 475 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490685, -0.000753925 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51408, 0.00168142 ), 2, 2, 1, 0, 0.501227, 0.000545267 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48814, -0.00209501 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509828, 0.00245488 ), 0, 9.40588, 1, 0, 0.492931, -0.00943693 ), - 1, 3, 1, 0, 0.498321, -0.000886518 ) ); - // itree = 476 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470621, -0.000182622 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578291, 0.00332103 ), 3, -0.69599, 1, 0, 0.524707, 0.0163185 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496128, -9.79193e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556912, 0.00405132 ), 4, 0.890158, 1, 0, 0.498727, 0.000358266 ), - 0, 8.43922, 1, 0, 0.501985, 0.00235973 ) ); - // itree = 477 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38975, 0.00418971 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508852, -0.00524867 ), 3, -0.894964, 1, 0, 0.477004, -0.0170855 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444349, -0.000482742 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.609061, 0.00204125 ), 3, 0.801942, 1, 0, 0.50315, 0.00239741 ), - 5, -0.689451, 1, 0, 0.499946, 9.88517e-06 ) ); - // itree = 478 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493972, -0.000112843 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496977, -0.00262055 ), 0, 8.153, 1, 0, 0.49568, -0.0155616 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48312, 0.0028715 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507238, 0.000212441 ), 4, -0.799483, 1, 0, 0.503594, 0.0034406 ), - 0, 8.39924, 1, 0, 0.502702, 0.00129888 ) ); - // itree = 479 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490715, -0.000739509 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540702, 0.00201693 ), 4, 0.801014, 1, 0, 0.496351, -0.00279827 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517546, -0.00520225 ), 4, 0.890214, 1, 0, 0.497198, -0.00383616 ) ); - // itree = 480 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489978, -0.00110801 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461543, -0.00569411 ), 5, -0.83715, 1, 0, 0.473792, -0.0220708 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470693, -0.000149436 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.66684, 0.00268472 ), 3, 0.89698, 1, 0, 0.502289, 0.00149957 ), - 5, -0.78419, 1, 0, 0.500626, 0.000124059 ) ); - // itree = 481 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495523, -0.00119182 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498794, -8.27728e-05 ), 0, 8.46547, 1, 0, 0.498325, -0.00208899 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.459993, -0.00935816 ), 0, 9.87055, 1, 0, 0.496751, -0.00310639 ) ); - // itree = 482 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480001, 0.00229868 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500556, -0.000396174 ), 4, -0.808044, 1, 0, 0.497628, -0.000269079 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570846, 0.00471628 ), 4, 0.889873, 1, 0, 0.500637, 0.000766217 ) ); - // itree = 483 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538239, 0.00264094 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530236, 0.00338078 ), 2, 2, 1, 0, 0.534988, 3.86888e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.32999, -0.00351499 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537094, 0.00078554 ), 3, -0.896366, 1, 0, 0.499661, 0.00057954 ), - 0, 8.39114, 1, 0, 0.503453, 0.0037079 ) ); - // itree = 484 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465958, 0.000429853 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510185, -0.00222348 ), 3, -0.794434, 1, 0, 0.494337, -0.012946 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501204, 0.00068335 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548354, 0.00595794 ), 1, 5, 1, 0, 0.503495, 0.004808 ), - 0, 8.47044, 1, 0, 0.502241, 0.00280849 ) ); - // itree = 485 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51401, 0.00193272 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500872, 0.00037814 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496829, -0.00104828 ), 2, 2, 1, 0, 0.49915, 0.000687295 ), - 0, 8.14468, 1, 0, 0.49982, -0.000358853 ) ); - // itree = 486 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490792, -0.00113631 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546085, 0.00327573 ), 1, 5, 1, 0, 0.493823, -0.00175868 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51277, 0.00147098 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487966, -0.00126557 ), 1, 3, 1, 0, 0.504874, 0.00199199 ), - 2, 2, 1, 0, 0.498499, -0.000174894 ) ); - // itree = 487 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478406, 0.000689366 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514398, -0.00305237 ), 3, -0.693818, 1, 0, 0.496264, -0.0112559 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508423, 0.00135317 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495432, -0.000743504 ), 0, 9.16578, 1, 0, 0.50221, 0.0033099 ), - 0, 8.47044, 1, 0, 0.501394, 0.00131083 ) ); - // itree = 488 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464067, 0.00130745 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51629, -0.00230007 ), 3, -0.788415, 1, 0, 0.49685, -0.00882082 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469879, 0.00156779 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.643924, -0.00234021 ), 3, 0.895731, 1, 0, 0.504136, 0.00475704 ), - 0, 8.73606, 1, 0, 0.502248, 0.00123887 ) ); - // itree = 489 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515341, 0.00283376 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468583, -9.4693e-05 ), 0, 8.2693, 1, 0, 0.472334, 0.00175914 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.61113, -0.00393782 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.69711, 0.00266071 ), 0, 9.50041, 1, 0, 0.629864, -0.0167379 ), - 3, 0.897302, 1, 0, 0.49926, -0.00140242 ) ); - // itree = 490 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486603, 0.00584109 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504254, 0.000169193 ), 4, -0.891404, 1, 0, 0.503655, 0.00230066 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44266, -0.00751915 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500299, -0.00104797 ), 4, -0.701713, 1, 0, 0.4845, -0.010026 ), - 0, 9.48864, 1, 0, 0.500325, 0.000157797 ) ); - // itree = 491 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517236, 0.00131104 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499984, 0.000423116 ), 0, 8.71898, 1, 0, 0.504375, 0.00474189 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.434179, -0.00304215 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.665982, 0.00377035 ), 3, 0.8926, 1, 0, 0.498948, -0.00853756 ), - 5, 0.0497204, 1, 0, 0.503683, 0.00304882 ) ); - // itree = 492 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494091, -0.000631087 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500222, -0.0071804 ), 4, 0.890158, 1, 0, 0.494287, -0.0051648 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530922, 0.00329467 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506002, -0.000682726 ), 0, 9.26905, 1, 0, 0.522782, 0.0153863 ), - 5, 0.0515391, 1, 0, 0.497892, -0.00256434 ) ); - // itree = 493 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496954, -0.000280646 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491797, -0.00303468 ), 2, 3, 1, 0, 0.496372, -0.000489507 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484787, -0.00177441 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530245, 0.00344022 ), 5, -0.693049, 1, 0, 0.516447, 0.0116023 ), - 1, 4, 1, 0, 0.499143, -0.000493553 ) ); - // itree = 494 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453864, 0.000672108 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.380307, -0.00543795 ), 0, 9.62104, 1, 0, 0.445829, 0.00201845 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521801, -0.00380039 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.621822, -0.000387686 ), 3, 0.874786, 1, 0, 0.582073, -0.0115568 ), - 3, 0.802863, 1, 0, 0.496594, -0.00303979 ) ); - // itree = 495 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515231, 0.00209964 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49923, -0.00060025 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502701, 0.00090671 ), 0, 9.07703, 1, 0, 0.501022, - -9.68234e-05 ), - 0, 8.17687, 1, 0, 0.501793, 0.00108223 ) ); - // itree = 496 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46782, -0.00280307 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498733, -0.00117635 ), 0, 8.15185, 1, 0, 0.492657, -0.0143378 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496057, -0.000251939 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490866, -0.00312113 ), 5, 0.0449506, 1, 0, 0.495381, -0.00329222 ), - 0, 8.70158, 1, 0, 0.494724, -0.00595653 ) ); - // itree = 497 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419943, -0.00124371 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437956, 0.00233495 ), 5, 0.0506417, 1, 0, 0.42237, -0.00479113 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5635, 0.00164069 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578726, -0.000497894 ), 0, 8.83849, 1, 0, 0.573784, 0.00299031 ), - 3, -0.707496, 1, 0, 0.499021, -0.00085191 ) ); - // itree = 498 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451995, 0.0023507 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538752, -0.000157808 ), 3, -0.799629, 1, 0, 0.507463, 0.00619231 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493122, -0.00150588 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500055, 0.00158621 ), 0, 9.37763, 1, 0, 0.496465, -0.00122561 ), - 0, 9.04212, 1, 0, 0.501807, 0.00237796 ) ); - // itree = 499 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494752, -0.00107221 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505366, 0.000363593 ), 1, 3, 1, 0, 0.498461, -0.000174482 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491935, -9.88142e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5198, 0.006228 ), 2, 2, 1, 0, 0.50339, 0.00872237 ), - 0, 9.48864, 1, 0, 0.499328, -0.00171925 ) ); - // itree = 500 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468968, -0.00232694 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527516, 0.00123134 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493643, -0.000847877 ), 0, 8.51711, 1, 0, - 0.496978, -0.00312024 ), - 0, 8.22123, 1, 0, 0.495256, -0.00436981 ) ); - // itree = 501 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.236429, -0.00549471 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391755, 0.00345705 ), 3, -0.959441, 1, 0, 0.363506, 0.0117423 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447428, -0.00137205 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55182, 6.53943e-05 ), 3, -0.806585, 1, 0, 0.527727, -0.00177661 ), - 3, -0.896497, 1, 0, 0.499979, 0.000507635 ) ); - // itree = 502 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503119, 0.0041275 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473134, 0.000128761 ), 2, 2, 1, 0, 0.491939, -0.000849825 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49825, -0.000390956 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535348, 0.0016218 ), 4, 0.749607, 1, 0, 0.509856, 0.00130941 ), - 4, -0.703859, 1, 0, 0.504995, 0.00546094 ) ); - // itree = 503 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518533, 0.00260173 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494061, -0.000664071 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565149, 0.00436394 ), 4, 0.889598, 1, 0, - 0.496924, -0.00298614 ), - 0, 8.13359, 1, 0, 0.497909, -0.00156128 ) ); - // itree = 504 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494121, 0.000291477 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513479, 0.00465342 ), 0, 8.95611, 1, 0, 0.505746, 0.0140826 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492085, -0.00113381 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517349, 0.00168461 ), 2, 3, 1, 0, 0.494918, -3.29698e-05 ), - 5, -0.692834, 1, 0, 0.496266, -0.00303686 ) ); - // itree = 505 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49177, -0.00146669 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500756, 0.000370975 ), 0, 8.77052, 1, 0, 0.496962, -0.00432739 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510066, 0.00322083 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490763, -0.000297029 ), 0, 9.54309, 1, 0, 0.501476, 0.00764815 ), - 0, 9.26497, 1, 0, 0.498481, -0.000299043 ) ); - // itree = 506 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521011, 0.00238937 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444245, -0.00340864 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505656, 0.000773202 ), 4, -0.891268, 1, 0, - 0.50325, 0.00373199 ), - 0, 8.31257, 1, 0, 0.504764, 0.00547136 ) ); - // itree = 507 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480458, 0.00103761 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518269, -0.00280592 ), 3, -0.694406, 1, 0, 0.498718, -0.00795268 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463835, -2.80651e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.664588, 0.0028593 ), 3, 0.896583, 1, 0, 0.502272, 0.00253611 ), - 0, 8.5443, 1, 0, 0.501692, 0.000823444 ) ); - // itree = 508 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472761, 0.000301844 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.631598, -0.00200805 ), 3, 0.895226, 1, 0, 0.499097, -0.000153984 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514152, 0.00128546 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558531, 0.0064921 ), 5, 0.828961, 1, 0, 0.52455, 0.0147765 ), - 5, 0.0486463, 1, 0, 0.502291, 0.00171946 ) ); - // itree = 509 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511791, 0.00122238 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48004, -0.00374663 ), 5, 0.0456227, 1, 0, 0.507848, 0.0052091 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431597, 9.93937e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.591011, -0.00286664 ), 3, 0.802058, 1, 0, 0.494086, -0.00504565 ), - 0, 8.89902, 1, 0, 0.499165, -0.00126133 ) ); - // itree = 510 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425268, -0.00521328 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50223, 0.000209653 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525258, 0.0029831 ), 2, 3, 1, 0, 0.504742, -0.000149146 ), - 4, -0.890158, 1, 0, 0.501664, 0.00179233 ) ); - // itree = 511 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493917, 0.000739796 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490046, -0.000671623 ), 2, 2, 1, 0, 0.492187, 0.000169513 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503719, -0.00318299 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527772, -0.000123473 ), 2, 2, 1, 0, 0.512799, -0.0021628 ), - 4, 0.0468013, 1, 0, 0.497918, -0.00290261 ) ); - // itree = 512 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400723, 0.00345311 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.332931, -0.000196219 ), 0, 9.11615, 1, 0, 0.363209, 0.0107988 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527677, -0.000941706 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530039, 0.000852933 ), 2, 2, 1, 0, 0.528718, -8.43874e-05 ), - 3, -0.896497, 1, 0, 0.50074, 0.000732229 ) ); - // itree = 513 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498813, 0.000163129 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545912, 0.00415116 ), 1, 5, 1, 0, 0.500816, 0.00141706 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523605, -0.0040686 ), 4, 0.892405, 1, 0, 0.501677, 0.00127921 ) ); - // itree = 514 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475882, -0.00184781 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425494, -0.000137336 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584135, 0.00169025 ), 3, -0.707682, 1, 0, - 0.505753, 0.00473184 ), - 0, 8.20497, 1, 0, 0.503994, 0.00333567 ) ); - // itree = 515 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478286, -0.00031021 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523507, -0.00275068 ), 3, 0.790316, 1, 0, 0.494626, -0.0120141 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501338, 0.000697497 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512492, -0.00411821 ), 4, 0.888286, 1, 0, 0.501816, 0.00294676 ), - 0, 8.47021, 1, 0, 0.500818, 0.000870423 ) ); - // itree = 516 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496403, -0.000209903 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485991, -0.00528892 ), 1, 5, 1, 0, 0.495932, -0.000278591 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563523, 0.00485644 ), 4, 0.890015, 1, 0, 0.498558, -0.00175234 ) ); - // itree = 517 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501364, 0.000543272 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554774, 0.00452008 ), 1, 5, 1, 0, 0.504032, 0.00331473 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487814, -0.00373893 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50848, 0.000960598 ), 0, 9.30225, 1, 0, 0.493769, -0.0152144 ), - 2, 3, 1, 0, 0.502933, 8.59644e-05 ) ); - // itree = 518 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489885, 0.00338449 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503731, -8.12668e-05 ), 4, -0.795924, 1, 0, 0.501853, 0.00224496 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399951, 0.00133683 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526739, -0.00330419 ), 3, -0.893773, 1, 0, 0.495254, -0.0143117 ), - 1, 4, 1, 0, 0.500922, 0.000625521 ) ); - // itree = 519 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466967, 0.000843225 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475979, -0.000820128 ), 2, 2, 1, 0, 0.471011, 8.15838e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.655822, 0.00458229 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.690303, -0.000633607 ), 4, 0.78994, 1, 0, 0.664897, 0.0178212 ), - 3, 0.897273, 1, 0, 0.504362, 0.00383379 ) ); - // itree = 520 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498065, 0.00014953 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560195, 0.00349421 ), 4, 0.795541, 1, 0, 0.506887, 0.00479801 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445078, -0.00217349 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.673268, 0.00154562 ), 3, 0.896325, 1, 0, 0.49235, -0.00670521 ), - 0, 9.11147, 1, 0, 0.500279, -0.000431088 ) ); - // itree = 521 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50316, 0.000819783 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553334, 0.00531662 ), 1, 5, 1, 0, 0.505061, 0.00316947 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488238, -0.00297102 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538806, 0.0026099 ), 5, 0.828961, 1, 0, 0.500303, -0.0106663 ), - 5, 0.0492334, 1, 0, 0.504468, 0.0040867 ) ); - // itree = 522 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.290368, -0.00310869 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.439376, 0.000176031 ), 3, -0.936788, 1, 0, 0.407525, -0.00263525 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60232, 0.00421386 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556235, 0.000694104 ), 5, -0.776957, 1, 0, 0.558816, 0.00564973 ), - 3, -0.801988, 1, 0, 0.502498, 0.00256563 ) ); - // itree = 523 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462859, 0.000118843 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448088, -0.00448278 ), 4, -0.85784, 1, 0, 0.45504, -0.0144454 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464032, 0.00101379 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.602603, -0.000468776 ), 3, 0.802354, 1, 0, 0.510802, 0.00356606 ), - 4, -0.79541, 1, 0, 0.50226, 0.000807086 ) ); - // itree = 524 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499595, -0.000271182 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504713, 0.00116926 ), 0, 9.0014, 1, 0, 0.502391, 0.00200231 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490764, -0.00537591 ), 1, 5, 1, 0, 0.501825, -0.000118116 ) ); - // itree = 525 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435472, -0.000241414 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.614663, 0.00327465 ), 3, 0.802584, 1, 0, 0.5059, 0.00711606 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514581, 0.00103199 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495312, -0.0016341 ), 0, 8.62698, 1, 0, 0.499335, -0.00455308 ), - 2, 2, 1, 0, 0.503141, -0.000357142 ) ); - // itree = 526 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430513, -0.00214693 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555369, -0.000191787 ), 3, -0.703131, 1, 0, 0.494481, -0.0091397 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515196, 0.00209035 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492898, -0.00133115 ), 0, 9.26177, 1, 0, 0.500564, 0.000388068 ), - 0, 9.05517, 1, 0, 0.497565, -0.0043083 ) ); - // itree = 527 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505055, 0.000239296 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487217, -0.00197228 ), 1, 2, 1, 0, 0.492412, -0.000414236 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506503, 0.00095792 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490704, -0.00139976 ), 0, 9.45123, 1, 0, 0.502354, 0.00284343 ), - 0, 8.70158, 1, 0, 0.499932, -0.000863302 ) ); - // itree = 528 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418373, -0.000448455 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454016, -0.00349132 ), 3, -0.758558, 1, 0, 0.422218, -0.00514562 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.589226, 0.00186645 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563415, -0.000627134 ), 2, 2, 1, 0, 0.57835, 0.000778951 ), - 3, -0.706848, 1, 0, 0.501158, 0.000274805 ) ); - // itree = 529 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494952, -0.00113075 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511892, 0.00132505 ), 0, 8.39441, 1, 0, 0.507765, 0.00496048 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48969, -0.00240315 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493588, 0.000433133 ), 0, 9.68408, 1, 0, 0.490338, -0.00970217 ), - 0, 9.0014, 1, 0, 0.498232, -0.00306097 ) ); - // itree = 530 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.397148, -0.0016803 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5556, 3.37655e-05 ), 3, -0.801655, 1, 0, 0.4962, -0.00372679 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4661, 0.00676054 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542885, -0.000415999 ), 3, -0.788396, 1, 0, 0.517178, 0.0107452 ), - 2, 3, 1, 0, 0.498511, -0.000343187 ) ); - // itree = 531 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477703, 0.0010533 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550769, 0.00176729 ), 3, -0.694228, 1, 0, 0.51383, 0.014312 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495191, -0.000675977 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490388, -0.00341687 ), 5, 0.0497499, 1, 0, 0.494593, -0.00594541 ), - 0, 8.33755, 1, 0, 0.496349, -0.00409629 ) ); - // itree = 532 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474732, 0.00406522 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60917, 0.000935146 ), 3, 0.894048, 1, 0, 0.516495, 0.0194087 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45273, 0.000889371 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594666, -0.000626678 ), 3, 0.802564, 1, 0, 0.503297, 0.00244321 ), - 5, -0.690034, 1, 0, 0.504923, 0.00453368 ) ); - // itree = 533 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411983, 0.000901151 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544344, -0.000744448 ), 3, -0.80209, 1, 0, 0.498106, -0.00124799 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469395, -0.00403472 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507892, 0.000826335 ), 0, 9.08772, 1, 0, 0.487857, -0.015384 ), - 5, 0.052559, 1, 0, 0.496812, -0.00303363 ) ); - // itree = 534 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431932, -0.000477761 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.613057, 0.00260109 ), 3, 0.802584, 1, 0, 0.503453, 0.00440844 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483486, -0.00192334 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500239, -0.000445917 ), 0, 8.67888, 1, 0, 0.496205, -0.00596848 ), - 2, 2, 1, 0, 0.500366, -3.4957e-05 ) ); - // itree = 535 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52045, 0.00397068 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540129, 0.00552749 ), 5, -0.828426, 1, 0, 0.530198, 0.0276566 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514873, 0.000896079 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495048, -0.00062108 ), 0, 8.65759, 1, 0, 0.499408, -0.000802072 ), - 5, -0.784302, 1, 0, 0.501192, 0.000847196 ) ); - // itree = 536 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502114, 0.00074453 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525777, 0.00332937 ), 2, 3, 1, 0, 0.504727, 0.000904277 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499817, -0.00302473 ), 1, 5, 1, 0, 0.504492, 0.00221772 ) ); - // itree = 537 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428785, -0.00302874 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.392102, -0.0011208 ), 0, 8.61663, 1, 0, 0.39884, -0.0102425 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554347, 0.00199621 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557285, -0.000452846 ), 0, 8.62866, 1, 0, 0.556655, 0.00218099 ), - 3, -0.801722, 1, 0, 0.498573, -0.00239134 ) ); - // itree = 538 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451165, -0.00289126 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430773, -0.00110447 ), 0, 8.45598, 1, 0, 0.433619, -0.00962644 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581985, 0.00195698 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595231, -0.0010751 ), 0, 8.66464, 1, 0, 0.59243, -0.000404316 ), - 3, 0.801081, 1, 0, 0.494158, -0.00611092 ) ); - // itree = 539 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450468, -0.00471489 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470831, -0.000777106 ), 1, 2, 1, 0, 0.467495, 0.000807592 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487444, 0.00102938 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.665556, -0.00247602 ), 3, 0.895055, 1, 0, 0.51283, 0.00398497 ), - 4, -0.704907, 1, 0, 0.500549, 0.000528893 ) ); - // itree = 540 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453327, -0.0025398 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504992, 0.000257587 ), 4, -0.795897, 1, 0, 0.498206, -0.000521506 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465555, -0.00100828 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549118, 0.00452956 ), 4, -0.796645, 1, 0, 0.526302, 0.0189463 ), - 1, 4, 1, 0, 0.502117, 0.00122249 ) ); - // itree = 541 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533299, 0.00397917 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494843, 0.00056106 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51902, -0.000927283 ), 4, 0.046733, 1, 0, - 0.501692, 0.000904332 ), - 0, 8.14052, 1, 0, 0.503243, 0.00287713 ) ); - // itree = 542 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.307563, -0.00397065 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.412465, 0.00157311 ), 3, -0.922105, 1, 0, 0.346025, -0.00942651 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52904, 0.000913777 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535138, -0.000301827 ), 0, 8.88742, 1, 0, 0.532794, 0.00210469 ), - 3, -0.895145, 1, 0, 0.500925, 0.000137134 ) ); - // itree = 543 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424751, 2.59245e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584716, 0.00202752 ), 3, -0.707726, 1, 0, 0.50503, 0.00648499 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498047, -0.0037063 ), 1, 5, 1, 0, 0.504688, 0.000741233 ) ); - // itree = 544 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515683, 0.00236768 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492637, -0.00132945 ), 5, -0.785057, 1, 0, 0.493934, -0.00778372 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490258, -0.000162186 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515924, 0.00529871 ), 2, 2, 1, 0, 0.500925, 0.00736181 ), - 0, 9.48864, 1, 0, 0.49518, -0.00510295 ) ); - // itree = 545 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442511, 0.00190738 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.378666, -0.000455014 ), 0, 9.13886, 1, 0, 0.413775, 0.00699169 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546252, -0.000996125 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593322, 0.00486525 ), 0, 9.79783, 1, 0, 0.548643, -0.00543834 ), - 3, -0.800707, 1, 0, 0.498671, -0.000832712 ) ); - // itree = 546 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.359051, -0.000825541 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559165, 0.00264024 ), 3, -0.800823, 1, 0, 0.480214, 0.00841678 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48832, -0.0020248 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530493, 0.000673296 ), 4, 0.749489, 1, 0, 0.501821, -0.00748763 ), - 4, -0.705275, 1, 0, 0.495932, -0.00315265 ) ); - // itree = 547 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413835, 0.00137698 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456523, 0.00696761 ), 5, 0.791373, 1, 0, 0.417192, 0.0110561 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549191, -0.0016705 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553385, 0.00115444 ), 2, 2, 1, 0, 0.551033, -0.000358766 ), - 3, -0.801655, 1, 0, 0.501336, 0.00211026 ) ); - // itree = 548 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479197, 0.000454162 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.687232, 0.00400702 ), 3, 0.896375, 1, 0, 0.505363, 0.00523202 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502854, -9.99922e-06 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489517, -0.00188638 ), 0, 8.92775, 1, 0, 0.494762, -0.0056144 ), - 1, 2, 1, 0, 0.497811, -0.00025675 ) ); - // itree = 549 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46508, 0.000198998 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493258, 0.00188861 ), 4, 0.0487118, 1, 0, 0.472761, 0.00421468 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.629477, 0.000664284 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.659065, -0.0055018 ), 4, 0.0452317, 1, 0, 0.63906, -0.00693945 ), - 3, 0.89512, 1, 0, 0.502409, 0.00222608 ) ); - // itree = 550 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467958, -0.00230053 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49717, 0.000458651 ), 0, 8.18757, 1, 0, 0.495515, 0.00131847 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.392068, -0.00406756 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.596708, -0.000617091 ), 3, -0.895453, 1, 0, 0.523214, -0.0109353 ), - 4, 0.79618, 1, 0, 0.499737, -0.000549084 ) ); - // itree = 551 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473717, -0.00161958 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499093, -5.04946e-05 ), 0, 8.22123, 1, 0, 0.497486, -0.00135162 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497401, -0.00370121 ), 1, 5, 1, 0, 0.497482, -0.00149984 ) ); - // itree = 552 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500786, -3.06732e-06 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476139, -0.00428446 ), 0, 9.5321, 1, 0, 0.496978, -0.00239986 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508719, 0.000271795 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549003, 0.00696529 ), 5, 0.0429606, 1, 0, 0.520755, 0.0138358 ), - 1, 4, 1, 0, 0.500317, -0.000415854 ) ); - // itree = 553 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445888, -0.00362713 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510646, -0.000842581 ), 4, -0.679488, 1, 0, 0.492831, -0.0153261 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498395, -8.27726e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50835, 0.00289614 ), 0, 9.25403, 1, 0, 0.502688, 0.00484069 ), - 0, 8.64218, 1, 0, 0.500585, 0.00053919 ) ); - // itree = 554 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469518, -0.000549187 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448142, 0.00385298 ), 0, 9.61106, 1, 0, 0.467166, -0.00181353 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.599115, -0.00508089 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.759908, 0.00186059 ), 3, 0.95989, 1, 0, 0.626952, -0.0223839 ), - 3, 0.896967, 1, 0, 0.494784, -0.00536902 ) ); - // itree = 555 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510481, 0.0016756 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479066, 0.00157696 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504023, -0.000386987 ), 4, -0.799093, 1, 0, - 0.500234, -0.00066854 ), - 0, 8.26393, 1, 0, 0.500976, 0.000620528 ) ); - // itree = 556 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529666, 0.00214508 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509379, 0.000974686 ), 2, 2, 1, 0, 0.520959, -0.000163751 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.438371, -2.15039e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.587897, -0.00172113 ), 3, 0.802697, 1, 0, 0.49499, -0.00373149 ), - 0, 8.38523, 1, 0, 0.497773, -0.00158499 ) ); - // itree = 557 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487433, 0.00222597 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55175, 0.000199681 ), 3, -0.702206, 1, 0, 0.519232, 0.0118343 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.406947, -0.00163032 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583225, 0.00105809 ), 3, -0.707682, 1, 0, 0.496239, -0.00150274 ), - 0, 8.64869, 1, 0, 0.50113, 0.00133417 ) ); - // itree = 558 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526144, 0.00307459 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49798, -0.00113935 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501913, 0.00090662 ), 0, 8.73145, 1, 0, 0.501032, 0.00139351 ), - 0, 8.14088, 1, 0, 0.502261, 0.00283981 ) ); - // itree = 559 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.320234, -0.00199806 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457496, 0.00206424 ), 3, -0.919006, 1, 0, 0.413413, 0.00563624 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539644, 0.000298745 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557153, -0.000956228 ), 0, 8.80726, 1, 0, 0.551672, -0.00257193 ), - 3, -0.802156, 1, 0, 0.501025, 0.000434922 ) ); - // itree = 560 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430461, 0.000855604 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56946, -0.000378178 ), 3, -0.707496, 1, 0, 0.500964, 0.0014694 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486725, -0.00381588 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501526, -0.000161367 ), 2, 2, 1, 0, 0.491965, -0.000117629 ), - 1, 4, 1, 0, 0.499701, -8.58576e-05 ) ); - // itree = 561 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.343882, 0.00706848 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.369689, -0.00025217 ), 4, -0.70241, 1, 0, 0.36166, 0.0102477 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497274, -0.00208103 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531744, -0.000233432 ), 0, 8.47044, 1, 0, 0.526615, -0.00423856 ), - 3, -0.895368, 1, 0, 0.498261, -0.00174856 ) ); - // itree = 562 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524047, 0.00166886 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494332, -0.000840708 ), 2, 2, 1, 0, 0.511049, -6.79543e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486146, -0.00182985 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498288, 0.000280851 ), 0, 9.2416, 1, 0, 0.491872, -0.00551987 ), - 0, 8.73592, 1, 0, 0.496867, -0.00256105 ) ); - // itree = 563 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460563, -0.00243787 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488205, 0.000873617 ), 5, 0.0441477, 1, 0, 0.467538, -0.00994816 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500769, -0.00067773 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518557, 0.0012382 ), 1, 2, 1, 0, 0.512481, 0.00154682 ), - 4, -0.70241, 1, 0, 0.500443, -3.60239e-05 ) ); - // itree = 564 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475028, -0.00230722 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512865, 0.00256221 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501159, 4.69916e-05 ), 5, -0.690799, 1, 0, - 0.502625, 0.00215526 ), - 0, 8.28058, 1, 0, 0.500514, 0.000228244 ) ); - // itree = 565 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40851, 0.00401971 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.34145, 0.00200665 ), 0, 9.1203, 1, 0, 0.372163, 0.0175972 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493563, -0.00174028 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537362, 0.000934342 ), 0, 8.33755, 1, 0, 0.53304, 0.00344142 ), - 3, -0.895509, 1, 0, 0.505254, 0.00588636 ) ); - // itree = 566 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485071, -0.00258656 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506281, 0.00122333 ), 5, -0.69014, 1, 0, 0.503117, 0.0043606 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484155, -0.00236818 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500012, 0.000178808 ), 0, 9.1746, 1, 0, 0.490347, -0.0102074 ), - 2, 2, 1, 0, 0.497688, -6.54173e-05 ) ); - // itree = 567 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519892, 0.00155319 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499061, 0.000196342 ), 0, 8.39114, 1, 0, 0.501284, 0.0026632 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500699, -0.00314682 ), 1, 5, 1, 0, 0.501256, 0.00147941 ) ); - // itree = 568 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478058, 0.000737107 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566884, 0.00261762 ), 3, -0.695852, 1, 0, 0.52284, 0.0163421 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503195, 0.000386264 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489482, -0.00156619 ), 1, 2, 1, 0, 0.493447, -0.00547649 ), - 0, 8.47021, 1, 0, 0.497462, -0.00265739 ) ); - // itree = 569 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506733, 0.00130709 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496213, -0.000829102 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503068, 0.00316967 ), 0, 9.74208, 1, 0, 0.496722, -0.0040855 ), - 0, 8.24309, 1, 0, 0.497401, -0.00291058 ) ); - // itree = 570 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44177, -0.00342261 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487946, 0.00170843 ), 4, -0.897849, 1, 0, 0.482622, 0.00751542 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479875, -0.000208587 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.660477, -0.00261554 ), 3, 0.895291, 1, 0, 0.505823, -0.00311428 ), - 4, -0.705275, 1, 0, 0.499503, -0.00021863 ) ); - // itree = 571 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473242, 0.00103575 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447252, -0.0040348 ), 4, -0.906354, 1, 0, 0.451806, -0.0191428 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502489, -0.000513034 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510037, 0.00172836 ), 0, 9.19153, 1, 0, 0.505366, 0.000461251 ), - 4, -0.799107, 1, 0, 0.497454, -0.00243462 ) ); - // itree = 572 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476329, -0.00329671 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49422, -0.000923862 ), 1, 2, 1, 0, 0.489053, -8.09451e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501114, 0.000903268 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486902, -0.00392583 ), 2, 3, 1, 0, 0.499644, 0.00267669 ), - 0, 8.91595, 1, 0, 0.495544, -0.00384813 ) ); - // itree = 573 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457305, -0.00156068 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511342, 0.0011098 ), 4, -0.798862, 1, 0, 0.503799, 0.00473665 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494973, -0.00351988 ), 1, 5, 1, 0, 0.503393, 0.00277219 ) ); - // itree = 574 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419649, -0.00103122 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57218, 0.000881608 ), 3, -0.707723, 1, 0, 0.497322, -0.000317119 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566781, 0.00479401 ), 4, 0.890097, 1, 0, 0.500107, 0.000733649 ) ); - // itree = 575 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483299, 0.00119591 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508026, -8.61881e-05 ), 4, -0.702757, 1, 0, 0.501194, 0.00173479 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468236, -0.00883494 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485189, -0.00193146 ), 0, 9.90099, 1, 0, 0.477381, -0.0174351 ), - 0, 9.751, 1, 0, 0.49957, 0.000427562 ) ); - // itree = 576 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.39549, -0.00180847 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443517, 0.00361292 ), 2, 3, 1, 0, 0.399913, -0.00115101 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537202, -0.000114914 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.622635, 0.00346007 ), 4, 0.0460063, 1, 0, 0.556921, 0.00413082 ), - 3, -0.80209, 1, 0, 0.49903, -0.000496133 ) ); - // itree = 577 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500439, 0.00236048 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493915, -0.00154152 ), 4, -0.697302, 1, 0, 0.494957, -0.00567802 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505146, 0.000956709 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492204, -0.0013253 ), 2, 3, 1, 0, 0.503885, 0.000121093 ), - 1, 2, 1, 0, 0.501277, 0.000604294 ) ); - // itree = 578 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.335981, 0.000173419 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450292, 0.00722207 ), 3, -0.913513, 1, 0, 0.364282, 0.0113386 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529624, -0.0010336 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524341, 0.000323697 ), 2, 2, 1, 0, 0.527288, -0.000577679 ), - 3, -0.895537, 1, 0, 0.498874, -0.000574172 ) ); - // itree = 579 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4334, -0.00472777 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492316, 0.00214688 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506962, -0.000341138 ), 4, -0.712807, 1, 0, - 0.503387, 0.00165419 ), - 4, -0.891404, 1, 0, 0.500781, 0.000722316 ) ); - // itree = 580 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478546, 0.00470066 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502435, 0.00028865 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499884, -0.00429084 ), 1, 5, 1, 0, 0.502325, 8.89332e-05 ), - 4, -0.889553, 1, 0, 0.501376, 0.00150581 ) ); - // itree = 581 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508177, 6.52598e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477959, -0.00293763 ), 0, 8.4746, 1, 0, 0.497038, -0.00903217 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512741, 0.00232987 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497544, -0.000310651 ), 0, 9.0448, 1, 0, 0.502688, 0.00444428 ), - 0, 8.66464, 1, 0, 0.501418, 0.00141583 ) ); - // itree = 582 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481951, -0.00158134 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50723, 0.000753403 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489642, -0.00160051 ), 0, 9.12671, 1, 0, - 0.498742, -0.000518339 ), - 0, 8.28058, 1, 0, 0.497422, -0.00175956 ) ); - // itree = 583 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504915, -0.000135711 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47774, -0.00266001 ), 2, 2, 1, 0, 0.493391, -0.000777942 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503866, 0.000852961 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482523, -0.00270648 ), 0, 9.52089, 1, 0, 0.499104, 0.00162668 ), - 0, 8.77296, 1, 0, 0.4975, -0.00179573 ) ); - // itree = 584 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458419, -0.00127006 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538501, -0.000154903 ), 3, -0.694461, 1, 0, 0.497623, -0.00726257 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491859, 0.000319587 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534182, 0.00211445 ), 4, 0.0475076, 1, 0, 0.503829, 0.00470902 ), - 0, 8.39924, 1, 0, 0.503145, 0.00338958 ) ); - // itree = 585 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.331905, -0.00335988 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52949, 6.59086e-05 ), 3, -0.896305, 1, 0, 0.496273, -0.0027418 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547495, 0.00463939 ), 1, 5, 1, 0, 0.498721, -0.00155174 ) ); - // itree = 586 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50894, 0.00117776 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490332, -0.000268535 ), 0, 8.83146, 1, 0, 0.496464, 0.00247386 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506874, -0.00364202 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549428, 0.00199149 ), 2, 2, 1, 0, 0.521011, -0.00141994 ), - 4, 0.79865, 1, 0, 0.500167, 0.000358009 ) ); - // itree = 587 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494917, 0.00352277 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497405, 0.000529188 ), 5, -0.678029, 1, 0, 0.497194, 0.00488428 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535395, 0.000201061 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484007, -0.0124732 ), 0, 9.3651, 1, 0, 0.520903, -0.0120971 ), - 4, 0.796457, 1, 0, 0.5009, 0.00222985 ) ); - // itree = 588 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496151, -0.000725814 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500319, 0.00231756 ), 0, 9.38582, 1, 0, 0.497155, -0.00180986 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460106, -0.00190034 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552219, 0.00466018 ), 4, -0.699456, 1, 0, 0.521462, 0.0159094 ), - 1, 4, 1, 0, 0.500552, -0.000887312 ) ); - // itree = 589 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.378758, 0.00148482 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522427, -0.00317342 ), 3, -0.895333, 1, 0, 0.482523, -0.0118928 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513436, 0.00153037 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494646, -0.000743203 ), 0, 9.27029, 1, 0, 0.507315, 0.00660974 ), - 5, -0.690645, 1, 0, 0.50425, 0.00432273 ) ); - // itree = 590 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.307839, -0.00177358 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461919, 0.00123902 ), 3, -0.926405, 1, 0, 0.43132, 0.00481979 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565417, -0.000464148 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580567, -0.0058392 ), 0, 9.53235, 1, 0, 0.56781, -0.0058476 ), - 3, -0.707726, 1, 0, 0.500279, -0.000569694 ) ); - // itree = 591 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474183, -0.0036045 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507724, 0.00186715 ), 5, -0.743924, 1, 0, 0.48121, -0.0154427 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495688, -0.000603085 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511291, 0.00133806 ), 1, 3, 1, 0, 0.500102, -0.00110538 ), - 5, -0.691701, 1, 0, 0.497795, -0.00215799 ) ); - // itree = 592 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493577, -0.000945754 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502213, 0.00050526 ), 0, 8.41095, 1, 0, 0.501232, 0.00152833 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419946, -0.00532988 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557721, -0.00128394 ), 3, -0.702591, 1, 0, 0.489202, -0.0174651 ), - 2, 3, 1, 0, 0.499943, -0.000297133 ) ); - // itree = 593 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458212, 0.000341695 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56814, -0.00163624 ), 3, 0.799219, 1, 0, 0.498834, -0.00267158 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488337, 0.00618367 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506818, 0.00148939 ), 4, -0.795897, 1, 0, 0.503782, 0.00911561 ), - 0, 9.26688, 1, 0, 0.500455, 0.00118983 ) ); - // itree = 594 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50988, -0.000162692 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475677, -0.00239867 ), 2, 2, 1, 0, 0.494536, -0.000897365 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504912, 0.00085464 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482243, -0.00201471 ), 0, 9.5553, 1, 0, 0.501194, 0.00324818 ), - 0, 8.46603, 1, 0, 0.500297, 0.00124944 ) ); - // itree = 595 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488473, -0.000782688 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477842, -0.00403299 ), 1, 4, 1, 0, 0.483168, -0.0142322 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484659, 0.00272721 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506073, 0.000196451 ), 4, -0.799107, 1, 0, 0.503321, 0.00310395 ), - 5, -0.7852, 1, 0, 0.502135, 0.00211611 ) ); - // itree = 596 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.349882, 0.00114113 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469422, -0.000956974 ), 3, -0.905324, 1, 0, 0.440463, -0.00345723 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512, -0.00479396 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.613632, 0.00204636 ), - 3, 0.828934, 1, 0, 0.599499, 0.00588404 ), - 3, 0.801963, 1, 0, 0.500561, 7.27393e-05 ) ); - // itree = 597 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475382, -0.00288408 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497018, -0.000516313 ), 5, -0.69037, 1, 0, 0.494559, -0.00495777 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538034, 0.00279697 ), 1, 5, 1, 0, 0.496658, -0.00315461 ) ); - // itree = 598 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.363097, -0.0026003 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46126, 0.000548835 ), 3, -0.874039, 1, 0, 0.402348, -0.00752961 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528988, 0.0011358 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.647728, -0.00158713 ), 3, 0.905949, 1, 0, 0.557811, 0.00383396 ), - 3, -0.802119, 1, 0, 0.500046, -0.000388339 ) ); - // itree = 599 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464165, -0.00159948 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435372, -0.000374446 ), 0, 8.51469, 1, 0, 0.440164, -0.00446839 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58264, 0.0020839 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.604404, 0.000555367 ), 0, 8.74798, 1, 0, 0.598945, 0.00685719 ), - 3, 0.801942, 1, 0, 0.500381, -0.00017326 ) ); - // itree = 600 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451966, -0.000911514 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425626, 0.00219378 ), 0, 8.72204, 1, 0, 0.432647, 0.00624792 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554445, -0.000939714 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.660896, 0.00207724 ), 4, 0.795935, 1, 0, 0.569267, -0.00351489 ), - 3, -0.707314, 1, 0, 0.50109, 0.00135701 ) ); - // itree = 601 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.404398, -0.000303187 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524312, 0.00112111 ), 3, -0.811226, 1, 0, 0.473288, 0.00359637 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.631651, -0.00327583 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.64442, 0.00399818 ), 1, 4, 1, 0, 0.63425, -0.00282879 ), - 3, 0.895731, 1, 0, 0.50202, 0.00125544 ) ); - // itree = 602 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499785, 0.00451915 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468613, -1.56738e-05 ), 1, 3, 1, 0, 0.482812, 0.00576489 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493127, -0.00181323 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501408, -0.000446171 ), 0, 8.44469, 1, 0, 0.500349, -0.00451133 ), - 4, -0.799135, 1, 0, 0.497783, -0.00204714 ) ); - // itree = 603 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473502, -0.00038601 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45811, -0.0040901 ), 4, -0.758113, 1, 0, 0.47018, -0.00750842 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531046, 0.00206327 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508518, 8.81007e-05 ), 0, 8.75467, 1, 0, 0.514651, 0.00539449 ), - 4, -0.705568, 1, 0, 0.502628, 0.00190623 ) ); - // itree = 604 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420625, -0.00618778 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497633, -0.000265296 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525727, 0.00216791 ), 1, 4, 1, 0, 0.501222, -0.00172404 ), - 4, -0.890102, 1, 0, 0.49806, -0.0010069 ) ); - // itree = 605 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486344, 0.00383862 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445302, -0.00407645 ), 5, -0.779667, 1, 0, 0.452735, -0.0159169 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504994, 5.25048e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506618, -0.00462172 ), 1, 5, 1, 0, 0.50506, 0.000577539 ), - 4, -0.798862, 1, 0, 0.497185, -0.00315336 ) ); - // itree = 606 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514867, 0.00017222 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516609, 0.00199186 ), 2, 2, 1, 0, 0.515645, 0.000737724 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489368, -0.00138013 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497281, 3.30363e-05 ), 0, 9.04086, 1, 0, 0.494161, -0.00386243 ), - 0, 8.48789, 1, 0, 0.497227, -0.00201746 ) ); - // itree = 607 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494039, -0.000371069 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504283, 0.00089364 ), 2, 2, 1, 0, 0.498456, 0.000820581 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562549, 0.00476239 ), 4, 0.889218, 1, 0, 0.500965, 0.00186318 ) ); - // itree = 608 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490573, 0.000133939 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514707, -0.00135079 ), 4, 0.0462377, 1, 0, 0.497583, -0.00181959 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540453, 0.00378958 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507308, 0.00133549 ), 0, 8.91718, 1, 0, 0.520712, 0.0151645 ), - 2, 3, 1, 0, 0.500125, -0.000362928 ) ); - // itree = 609 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420747, -7.01296e-06 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520741, 0.00633279 ), 3, -0.745787, 1, 0, 0.428096, 0.0031671 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553327, -0.00110796 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.622272, -0.00422323 ), 4, 0.79578, 1, 0, 0.562818, -0.00925952 ), - 3, -0.707801, 1, 0, 0.496876, -0.00317711 ) ); - // itree = 610 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492459, -0.00119385 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500931, 0.00064265 ), 0, 8.6975, 1, 0, 0.498884, -0.000109884 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506529, -0.000883413 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46309, -0.00648388 ), 1, 3, 1, 0, 0.494242, 0.00143539 ), - 2, 3, 1, 0, 0.498379, -0.000975533 ) ); - // itree = 611 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502668, 7.61567e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486067, -0.00248956 ), 1, 3, 1, 0, 0.496919, -8.0866e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.408876, 0.00247227 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562999, 0.000434056 ), 3, -0.801007, 1, 0, 0.505112, 0.00624215 ), - 0, 8.73592, 1, 0, 0.503005, 0.00272153 ) ); - // itree = 612 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483807, -0.00247338 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500679, -6.17117e-05 ), 1, 2, 1, 0, 0.495726, 0.000437116 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517972, 0.00360819 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501308, 0.000844775 ), 0, 9.18721, 1, 0, 0.50444, 0.0067732 ), - 0, 9.08025, 1, 0, 0.499946, 9.50671e-05 ) ); - // itree = 613 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.366279, -0.00224162 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.34126, 0.0012969 ), 0, 9.03249, 1, 0, 0.351023, -0.00341015 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52346, 0.000881507 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563998, -0.000452051 ), 4, 0.0452317, 1, 0, 0.533605, 0.00352043 ), - 3, -0.895461, 1, 0, 0.501912, 0.0023174 ) ); - // itree = 614 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532266, 0.00382256 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50494, 0.000778752 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50049, -0.000639606 ), 1, 3, 1, 0, 0.503376, 0.00166864 ), - 0, 8.13401, 1, 0, 0.504764, 0.00351887 ) ); - // itree = 615 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463932, -0.000509029 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502322, 0.00175311 ), 2, 3, 1, 0, 0.468471, -0.000112067 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.642963, 0.00285025 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.66814, -0.00366109 ), 4, 0.794911, 1, 0, 0.649001, 0.00758185 ), - 3, 0.896605, 1, 0, 0.499485, -0.000223622 ) ); - // itree = 616 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51963, 0.00229569 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52919, 0.00143584 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497366, -0.000511706 ), 0, 8.49637, 1, 0, - 0.500446, -0.00130614 ), - 0, 8.19165, 1, 0, 0.5015, 2.62133e-05 ) ); - // itree = 617 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478572, -0.00195032 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526161, 0.00159556 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499569, 8.08863e-05 ), 0, 8.59949, 1, 0, 0.502711, 0.00217714 ), - 0, 8.31257, 1, 0, 0.500691, 0.000337028 ) ); - // itree = 618 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467279, 0.00365309 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501155, -0.000399908 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504486, 0.00250436 ), 0, 9.47729, 1, 0, 0.501763, - -0.000578692 ), - 4, -0.891391, 1, 0, 0.500518, 0.000138871 ) ); - // itree = 619 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493627, -0.000820518 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501663, 0.000801827 ), 0, 9.0384, 1, 0, 0.497774, -0.00128105 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507472, 0.00477544 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524833, 0.000354434 ), 4, -0.795543, 1, 0, 0.517814, 0.0132917 ), - 5, 0.0515983, 1, 0, 0.500292, 0.000549878 ) ); - // itree = 620 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471846, 0.000430965 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470493, -0.00235275 ), 4, -0.808928, 1, 0, 0.471162, -0.00633505 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442992, 0.000108517 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594028, 0.00223778 ), 3, -0.707032, 1, 0, 0.516034, 0.00719624 ), - 4, -0.705275, 1, 0, 0.504007, 0.00356943 ) ); - // itree = 621 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528642, 0.00324105 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506519, 0.000703879 ), 1, 2, 1, 0, 0.512994, -0.000220283 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446163, -0.00168927 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.677125, 0.00127125 ), 3, 0.897006, 1, 0, 0.494204, -0.00496683 ), - 0, 9.18181, 1, 0, 0.505511, 0.00465073 ) ); - // itree = 622 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.343818, -0.0090372 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40214, -0.00136682 ), 5, -0.780594, 1, 0, 0.397862, -0.0113616 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53885, -0.000147125 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.616562, 0.00216111 ), 4, 0.0445331, 1, 0, 0.556578, 0.00221781 ), - 3, -0.801893, 1, 0, 0.49837, -0.00276232 ) ); - // itree = 623 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529048, 0.00637471 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512485, 0.00214701 ), 5, -0.828155, 1, 0, 0.520778, 0.0238057 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50303, 0.000315941 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491963, -0.00404997 ), 1, 5, 1, 0, 0.502627, 0.000277134 ), - 5, -0.783966, 1, 0, 0.503676, 0.00230943 ) ); - // itree = 624 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516506, 0.00101712 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492833, -0.0011077 ), 0, 8.47044, 1, 0, 0.496173, -0.00403081 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47618, -0.00749391 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507884, -0.00273422 ), 5, 0.835098, 1, 0, 0.491166, -0.030425 ), - 5, 0.790974, 1, 0, 0.495905, -0.00544253 ) ); - // itree = 625 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46704, -0.000502363 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489318, 0.00257682 ), 1, 5, 1, 0, 0.467998, -0.000941532 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.62283, -0.00236837 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.701777, 0.0044862 ), 0, 9.57362, 1, 0, 0.636317, -0.00936345 ), - 3, 0.896302, 1, 0, 0.497754, -0.00362478 ) ); - // itree = 626 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420596, -0.00647247 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.36894, 0.0015502 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523287, -0.000962908 ), 3, -0.896545, 1, 0, - 0.498493, -0.00388392 ), - 4, -0.891383, 1, 0, 0.495683, -0.00493294 ) ); - // itree = 627 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498551, 0.00647321 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462945, -0.00225618 ), 5, -0.784269, 1, 0, 0.466592, -0.00867517 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50798, 0.00127591 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515529, -0.00130352 ), 4, 0.0469659, 1, 0, 0.510944, 0.00187344 ), - 4, -0.703513, 1, 0, 0.498689, -0.00104139 ) ); - // itree = 628 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41356, 0.00127681 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549203, -0.00040824 ), 3, -0.802314, 1, 0, 0.499228, 0.00126732 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547465, 0.00423314 ), 1, 5, 1, 0, 0.501595, 3.86353e-05 ) ); - // itree = 629 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485912, 0.0056177 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.353103, -0.0014205 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533394, 0.000482805 ), 3, -0.896055, 1, 0, - 0.50386, 0.00133546 ), - 4, -0.892817, 1, 0, 0.503175, 0.00240581 ) ); - // itree = 630 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467441, -0.00114012 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513853, 0.00101608 ), 4, -0.702353, 1, 0, 0.501899, 0.00296202 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.405091, -0.00392392 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.579379, -0.000217841 ), 3, -0.706972, 1, 0, 0.494809, -0.013248 ), - 1, 4, 1, 0, 0.50088, 0.00166399 ) ); - // itree = 631 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487585, -0.00028257 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529064, 0.00156434 ), 4, 0.0454631, 1, 0, 0.500456, 0.00179065 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487812, -0.00188031 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511059, 0.000542098 ), 2, 3, 1, 0, 0.49374, 0.000743971 ), - 2, 2, 1, 0, 0.497605, 4.76427e-05 ) ); - // itree = 632 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508324, 0.00144411 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466035, -0.000458408 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.654692, 0.00138351 ), 3, 0.897299, 1, 0, - 0.499417, -0.00110209 ), - 0, 8.20497, 1, 0, 0.499943, -0.000152834 ) ); - // itree = 633 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453933, 0.00126778 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429505, -0.00148528 ), 1, 3, 1, 0, 0.446044, 0.000272739 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563183, 0.000932741 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.593034, -0.0033159 ), 4, -0.702352, 1, 0, 0.582144, -0.0102354 ), - 3, 0.801503, 1, 0, 0.497225, -0.00227208 ) ); - // itree = 634 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437375, 0.000345452 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.611641, 0.00234556 ), 3, 0.802842, 1, 0, 0.505497, 0.007187 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.344251, -0.00297206 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524919, 0.000191787 ), 3, -0.892105, 1, 0, 0.499722, -0.00132894 ), - 2, 2, 1, 0, 0.503056, -0.000459483 ) ); - // itree = 635 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52666, 0.0015774 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495489, -0.000649507 ), 2, 2, 1, 0, 0.513243, 0.000735962 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493147, -0.000957454 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491998, -0.00423934 ), 1, 5, 1, 0, 0.493093, -0.00644761 ), - 0, 8.5443, 1, 0, 0.496368, -0.00414894 ) ); - // itree = 636 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480907, -0.00149712 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520406, 0.000114405 ), 0, 8.29907, 1, 0, 0.498436, -0.00795849 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504511, 0.00235606 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500874, 0.000219149 ), 5, -0.687941, 1, 0, 0.501329, 0.00274017 ), - 0, 8.49295, 1, 0, 0.500909, 0.0011856 ) ); - // itree = 637 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509641, 0.000370993 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530338, 0.00409754 ), 0, 8.59658, 1, 0, 0.515162, 0.0113645 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506973, 0.0018344 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494682, -0.000932201 ), 5, -0.691671, 1, 0, 0.496216, -0.00311245 ), - 0, 8.73592, 1, 0, 0.501167, 0.000670386 ) ); - // itree = 638 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529875, 0.00722587 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486795, -0.00127118 ), 1, 4, 1, 0, 0.508363, 0.0169113 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45541, -0.00248136 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504621, -7.16963e-05 ), 4, -0.795651, 1, 0, 0.497856, -0.00246437 ), - 5, -0.783966, 1, 0, 0.49847, -0.00137137 ) ); - // itree = 639 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480964, -0.00226469 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510297, 0.00105872 ), 5, -0.670459, 1, 0, 0.506896, 0.00560757 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479031, -0.00184189 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527067, 0.00152757 ), 4, 0.046733, 1, 0, 0.492879, -0.00411619 ), - 0, 9.04212, 1, 0, 0.49971, 0.000623036 ) ); - // itree = 640 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50075, 0.000589708 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514113, -0.00404826 ), 4, 0.892467, 1, 0, 0.501185, 0.0028412 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552946, 0.00627386 ), 1, 5, 1, 0, 0.503725, 0.0016798 ) ); - // itree = 641 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481616, 0.00527624 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496217, -1.98819e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549263, 0.00288362 ), 4, 0.805266, 1, 0, 0.504026, 0.00230053 ), - 4, -0.891383, 1, 0, 0.503183, 0.00328017 ) ); - // itree = 642 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433427, -0.00436758 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502287, 0.000193232 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509617, -0.0030125 ), 1, 5, 1, 0, 0.502602, 0.00110397 ), - 4, -0.892932, 1, 0, 0.500171, -0.000475941 ) ); - // itree = 643 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400308, -0.000404287 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422282, -0.00546467 ), 3, -0.820124, 1, 0, 0.402293, -0.00572116 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557629, 0.000982479 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.661701, 0.0069098 ), 5, 0.780141, 1, 0, 0.562776, 0.00798074 ), - 3, -0.802119, 1, 0, 0.50352, 0.0029215 ) ); - // itree = 644 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444085, 0.000469193 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488459, 0.00353086 ), 2, 3, 1, 0, 0.449239, 0.000888196 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559058, -0.00453316 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.588128, -0.000857283 ), 5, -0.784191, 1, 0, 0.585764, -0.00700035 ), - 3, 0.801151, 1, 0, 0.500713, 0.000493599 ) ); - // itree = 645 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488435, -0.000364459 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546401, 0.00275667 ), 0, 8.21752, 1, 0, 0.52007, 0.0129045 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488921, -0.000900299 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535582, 0.00110868 ), 4, 0.796334, 1, 0, 0.496381, -0.00336022 ), - 0, 8.47044, 1, 0, 0.499681, -0.0010947 ) ); - // itree = 646 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.391349, -0.00186353 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415655, 8.06038e-05 ), 2, 2, 1, 0, 0.401019, 0.000566719 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562634, 0.000268461 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560015, 0.0022218 ), 2, 2, 1, 0, 0.561462, 0.000456489 ), - 3, -0.802184, 1, 0, 0.501428, 0.00180977 ) ); - // itree = 647 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437521, 0.00149712 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480171, -0.000520065 ), 4, -0.698128, 1, 0, 0.470185, -0.000441525 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56774, -0.00453614 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.669008, -0.000989115 ), 3, 0.923964, 1, 0, 0.629672, -0.0141193 ), - 3, 0.897009, 1, 0, 0.497554, -0.00278869 ) ); - // itree = 648 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499419, 0.000250483 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57089, 0.00521073 ), 4, 0.892328, 1, 0, 0.502338, 0.00260738 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436896, -0.0057101 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.590441, 0.0011747 ), 3, 0.794151, 1, 0, 0.492455, -0.0183819 ), - 2, 3, 1, 0, 0.501285, 0.000240035 ) ); - // itree = 649 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510207, 0.00148278 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495322, -0.000521569 ), 1, 2, 1, 0, 0.499776, 3.53866e-06 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577422, 0.00647194 ), 4, 0.890019, 1, 0, 0.502899, 0.00190924 ) ); - // itree = 650 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.37094, -0.000710304 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481281, 0.00198941 ), 3, -0.874219, 1, 0, 0.432042, 0.00562826 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529758, -0.00226679 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580789, 0.000347844 ), 0, 8.62185, 1, 0, 0.57067, -0.00278102 ), - 3, -0.707109, 1, 0, 0.502376, 0.00136174 ) ); - // itree = 651 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511199, 0.00133524 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484376, -0.00102557 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53017, 0.000773673 ), 4, 0.04812, 1, 0, 0.497095, -0.00322907 ), - 0, 8.28055, 1, 0, 0.498207, -0.00187652 ) ); - // itree = 652 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.432191, -0.000598994 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.606321, 0.00138036 ), 3, 0.802564, 1, 0, 0.500297, 0.000863289 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461647, -0.00100056 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524742, 0.00200378 ), 4, -0.696781, 1, 0, 0.510282, 0.00818517 ), - 2, 2, 1, 0, 0.504526, 0.000695323 ) ); - // itree = 653 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431713, 0.00240161 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559291, 0.000321675 ), 3, -0.707496, 1, 0, 0.499392, 0.0082131 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441213, 0.000412042 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.591597, -0.00261581 ), 3, -0.800812, 1, 0, 0.518843, -0.0068921 ), - 4, 0.0454631, 1, 0, 0.504832, 0.00398838 ) ); - // itree = 654 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481059, -0.0018599 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489394, 6.88727e-05 ), 0, 8.69274, 1, 0, 0.487358, -0.00391897 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498581, -0.00216866 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545639, 0.00278633 ), 4, 0.758049, 1, 0, 0.534869, 0.00949349 ), - 4, 0.0486652, 1, 0, 0.500759, -0.000135701 ) ); - // itree = 655 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488421, 0.00657051 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5047, 0.000406075 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498984, -0.00206497 ), 2, 3, 1, 0, 0.504078, -0.000517579 ), - 4, -0.892817, 1, 0, 0.503502, 0.00234619 ) ); - // itree = 656 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5086, 0.00330176 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502916, 0.000293743 ), 5, -0.678919, 1, 0, 0.503547, 0.00393378 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528472, -0.00315725 ), 4, 0.890158, 1, 0, 0.50453, 0.00306048 ) ); - // itree = 657 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492139, -0.000356916 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492023, -0.00274276 ), 0, 8.19164, 1, 0, 0.492081, -0.014836 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528349, 0.00182681 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497361, -0.000581771 ), 0, 8.54725, 1, 0, 0.499274, -0.0020079 ), - 0, 8.40492, 1, 0, 0.498433, -0.00350809 ) ); - // itree = 658 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517544, 3.61237e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535364, 0.00369595 ), 2, 2, 1, 0, 0.525056, 0.000762604 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486167, -0.000862417 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53391, 0.00139537 ), 4, 0.0481516, 1, 0, 0.499521, -0.00145207 ), - 0, 8.48987, 1, 0, 0.503195, 0.000870273 ) ); - // itree = 659 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472002, -0.00057987 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515222, 0.00080499 ), 4, -0.703513, 1, 0, 0.503076, 0.00263637 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445548, -0.00435044 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595928, 0.00218568 ), 3, 0.793425, 1, 0, 0.49753, -0.0116556 ), - 2, 3, 1, 0, 0.502471, 0.000525614 ) ); - // itree = 660 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50075, -0.00026993 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517436, 0.00329187 ), 0, 9.17064, 1, 0, 0.505611, 0.00306457 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462971, -0.00811695 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487149, -0.00172149 ), 0, 9.61469, 1, 0, 0.480646, -0.0132759 ), - 0, 9.52588, 1, 0, 0.501692, 0.000499027 ) ); - // itree = 661 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456708, -0.00394477 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492348, 9.75757e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515159, -0.00204727 ), 4, 0.0451339, 1, 0, - 0.498669, -0.00289647 ), - 0, 8.14088, 1, 0, 0.496604, -0.00483631 ) ); - // itree = 662 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.35639, -0.00809442 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557446, -0.00160595 ), 3, -0.800698, 1, 0, 0.469546, -0.0277271 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502031, 0.000231967 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498276, -0.00434466 ), 1, 5, 1, 0, 0.501895, 0.000716748 ), - 5, -0.690476, 1, 0, 0.497925, -0.00307196 ) ); - // itree = 663 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46789, -0.00246908 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499335, -0.000238246 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540839, 0.00382596 ), 5, 0.793219, 1, 0, - 0.501543, -0.000223947 ), - 0, 8.22123, 1, 0, 0.49951, -0.00177801 ) ); - // itree = 664 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47538, 0.00381268 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502237, 0.000279392 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496861, -0.00204991 ), 5, 0.0529474, 1, 0, - 0.501616, 9.26565e-05 ), - 4, -0.891391, 1, 0, 0.50063, 0.000851283 ) ); - // itree = 665 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510863, 0.0015784 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494873, -0.00126859 ), 0, 8.18841, 1, 0, 0.495991, -0.00685751 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463264, -0.00242462 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511952, 0.00231834 ), 4, -0.705275, 1, 0, 0.498628, 0.00416624 ), - 0, 9.37479, 1, 0, 0.496648, -0.00410946 ) ); - // itree = 666 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484482, -0.00220497 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499494, 0.000195293 ), 1, 2, 1, 0, 0.495214, -0.00152581 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542051, 0.00398297 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514199, 0.00318026 ), 0, 8.95644, 1, 0, 0.526482, 0.0203568 ), - 2, 3, 1, 0, 0.498591, 0.000174098 ) ); - // itree = 667 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446171, 0.000795063 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570837, -0.000943287 ), 3, 0.802863, 1, 0, 0.49242, 0.00106497 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545945, 0.0036248 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519515, -0.00167907 ), 2, 2, 1, 0, 0.536243, 0.00257751 ), - 4, 0.0468818, 1, 0, 0.504614, 0.00383697 ) ); - // itree = 668 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504168, 0.000466682 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484628, -0.00147488 ), 0, 8.67882, 1, 0, 0.489238, -0.00504277 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572797, 0.00383546 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542003, 0.00147697 ), 0, 8.82029, 1, 0, 0.550023, 0.0140708 ), - 4, 0.795935, 1, 0, 0.498671, -0.00207668 ) ); - // itree = 669 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494795, 0.000534622 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478994, -0.00215003 ), 1, 4, 1, 0, 0.492781, -0.00134187 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465994, -0.00279502 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.697077, 0.00206451 ), 3, 0.894198, 1, 0, 0.511959, -0.0121253 ), - 4, 0.0468013, 1, 0, 0.498225, -0.00253904 ) ); - // itree = 670 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.332791, -0.00321711 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527017, -0.000448124 ), 3, -0.895334, 1, 0, 0.494779, -0.00534705 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537623, 0.00325477 ), 1, 5, 1, 0, 0.496765, -0.00237997 ) ); - // itree = 671 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.405305, -5.66933e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437861, 0.00300841 ), 1, 4, 1, 0, 0.41055, -0.000710066 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487197, -0.0021601 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597741, -2.04859e-05 ), 3, 0.820825, 1, 0, 0.546542, -0.00707955 ), - 3, -0.80209, 1, 0, 0.496906, -0.00350522 ) ); - // itree = 672 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.220773, -0.0074934 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.384674, 0.0022831 ), 3, -0.959456, 1, 0, 0.355706, 0.00541195 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517188, -0.00150248 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537861, 2.68945e-05 ), 1, 3, 1, 0, 0.524008, -0.00302556 ), - 3, -0.896497, 1, 0, 0.495555, -0.00444082 ) ); - // itree = 673 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475061, -0.00190738 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502546, 0.000685565 ), 0, 8.22123, 1, 0, 0.500838, 0.00269537 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481404, 0.00108552 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502833, -0.00358776 ), 4, -0.70487, 1, 0, 0.495332, -0.0125642 ), - 1, 4, 1, 0, 0.500064, 0.000297363 ) ); - // itree = 674 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.367056, 0.0064124 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.361882, 0.000670352 ), 1, 2, 1, 0, 0.363044, 0.00206367 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538654, 0.00214109 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526963, -0.000570804 ), 4, -0.799135, 1, 0, 0.528503, -0.00153093 ), - 3, -0.896545, 1, 0, 0.500777, 0.000579275 ) ); - // itree = 675 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499686, -0.000282523 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483076, -0.00232354 ), 2, 2, 1, 0, 0.492405, 2.21279e-06 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435366, -0.00558562 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506761, 0.00137 ), 4, -0.890205, 1, 0, 0.503259, 0.00482114 ), - 0, 9.04212, 1, 0, 0.497971, -0.0019615 ) ); - // itree = 676 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50117, 0.00103856 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490317, -0.000337238 ), 0, 9.27207, 1, 0, 0.497681, 0.00477721 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515935, -0.00288283 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557851, 0.00246562 ), 1, 4, 1, 0, 0.526283, -0.00255307 ), - 4, 0.795286, 1, 0, 0.502118, 0.00257082 ) ); - // itree = 677 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512503, 0.0013115 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493238, -0.00085908 ), 0, 8.89902, 1, 0, 0.50062, 0.00164377 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484833, -0.00247684 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506438, 0.00221331 ), 0, 9.51183, 1, 0, 0.488281, -0.0127458 ), - 1, 3, 1, 0, 0.496282, 8.20363e-05 ) ); - // itree = 678 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481255, 0.00399391 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497596, -0.000385134 ), 4, -0.895741, 1, 0, 0.496993, -0.00160204 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510027, -0.00677754 ), 4, 0.892405, 1, 0, 0.497464, -0.0028413 ) ); - // itree = 679 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443587, 0.000469565 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565827, -0.00173798 ), 3, 0.802946, 1, 0, 0.488109, -0.0018744 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533514, 0.00212447 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527198, -0.000937432 ), 5, 0.0410242, 1, 0, 0.532227, 0.00943444 ), - 4, 0.0467696, 1, 0, 0.500519, 0.00130672 ) ); - // itree = 680 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.213634, -0.00791157 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.374734, -0.000543482 ), 3, -0.958969, 1, 0, 0.345076, -0.00899061 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529659, 0.000435795 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550881, 0.00194481 ), 1, 3, 1, 0, 0.53663, 0.00479024 ), - 3, -0.896055, 1, 0, 0.503698, 0.0034194 ) ); - // itree = 681 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47886, 0.000726548 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510681, 0.00488917 ), 4, -0.74541, 1, 0, 0.483393, 0.008283 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477192, -0.00237444 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507188, -0.000397422 ), 0, 8.24287, 1, 0, 0.505131, -0.00390402 ), - 4, -0.705275, 1, 0, 0.499244, -0.000603199 ) ); - // itree = 682 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497071, 0.000649832 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538203, 0.00199132 ), 4, 0.0488489, 1, 0, 0.508668, 0.00747963 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477675, -0.00255127 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542477, 0.00389822 ), 4, 0.796057, 1, 0, 0.488724, -0.00609904 ), - 0, 9.28433, 1, 0, 0.502401, 0.0032129 ) ); - // itree = 683 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443284, -0.00412782 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472748, 0.000443447 ), 4, -0.83467, 1, 0, 0.453063, -0.0145257 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503377, 3.33242e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542801, 0.00298625 ), 5, 0.0529474, 1, 0, 0.507065, 0.00199553 ), - 4, -0.798862, 1, 0, 0.499036, -0.000460885 ) ); - // itree = 684 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.423347, -0.00248284 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.39705, 0.000687968 ), 0, 8.76097, 1, 0, 0.403796, -0.00328002 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565608, 0.000861646 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562583, 0.00271428 ), 2, 2, 1, 0, 0.56429, -0.000261955 ), - 3, -0.80175, 1, 0, 0.505027, 0.00534316 ) ); - // itree = 685 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499834, 0.000312859 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490328, -0.00183229 ), 1, 4, 1, 0, 0.498587, -0.000204263 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572315, 0.00528259 ), 4, 0.889873, 1, 0, 0.501456, 0.00124184 ) ); - // itree = 686 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465352, -0.00102791 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533861, -0.00282324 ), 3, 0.787026, 1, 0, 0.491367, -0.0160254 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498677, -0.000142809 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503339, 0.00312566 ), 0, 9.60084, 1, 0, 0.499373, 0.000864519 ), - 0, 8.61329, 1, 0, 0.497806, -0.00244312 ) ); - // itree = 687 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.403694, -0.000456658 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490246, 0.00154735 ), 3, -0.810304, 1, 0, 0.428207, 0.00107523 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500472, -0.00301469 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.604108, -0.000115249 ), 3, 0.836304, 1, 0, 0.563708, -0.00866618 ), - 3, -0.707726, 1, 0, 0.496819, -0.00385742 ) ); - // itree = 688 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.362675, -0.0018986 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52576, 0.000161408 ), 3, -0.893762, 1, 0, 0.500207, -0.00107954 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48449, -0.00326946 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494173, 0.000530887 ), 0, 9.62614, 1, 0, 0.487486, -0.00975863 ), - 0, 9.22629, 1, 0, 0.495597, -0.00422496 ) ); - // itree = 689 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514116, 0.00202645 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49955, -0.000374322 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503591, 0.00113362 ), 0, 9.15213, 1, 0, 0.501325, 0.000543072 ), - 0, 8.12551, 1, 0, 0.501907, 0.00149763 ) ); - // itree = 690 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498878, 0.00309675 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42722, 0.000851615 ), 0, 8.3452, 1, 0, 0.433774, 0.00735641 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510184, -0.00194523 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.611182, 0.000184888 ), 3, 0.849224, 1, 0, 0.566367, -0.00539973 ), - 3, -0.707726, 1, 0, 0.500887, 0.000899766 ) ); - // itree = 691 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.400016, -0.00106337 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559106, 0.00184032 ), 3, -0.800801, 1, 0, 0.507579, 0.00595913 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490974, -0.00107291 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513987, 0.0010849 ), 5, 0.046946, 1, 0, 0.494629, -0.00467861 ), - 1, 2, 1, 0, 0.498389, -0.000751965 ) ); - // itree = 692 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468139, -0.00233647 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502221, 0.000459373 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505442, -0.00286991 ), 5, 0.789236, 1, 0, - 0.502399, 0.00171986 ), - 0, 8.26161, 1, 0, 0.499927, -0.00018477 ) ); - // itree = 693 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494194, -0.000553947 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532452, 0.00371623 ), 1, 5, 1, 0, 0.495658, 0.00048726 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517612, 0.00277794 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523146, -0.00118922 ), 5, 0.830848, 1, 0, 0.518956, 0.0112683 ), - 5, 0.0515391, 1, 0, 0.498603, -0.00071369 ) ); - // itree = 694 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473638, -0.00355439 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512461, 0.00256824 ), 5, -0.75507, 1, 0, 0.485155, -0.0109095 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516757, 0.0020153 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505727, 0.000958326 ), 0, 8.31257, 1, 0, 0.506671, 0.00696218 ), - 5, -0.687941, 1, 0, 0.503951, 0.00470275 ) ); - // itree = 695 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504547, 0.00374521 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489986, -0.00269808 ), 4, -0.699375, 1, 0, 0.4922, -0.0108335 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.406047, -0.000402877 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565554, 0.00142606 ), 3, -0.800823, 1, 0, 0.50411, 0.00456578 ), - 1, 2, 1, 0, 0.50063, -0.00137243 ) ); - // itree = 696 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517018, 0.00151587 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496383, -0.000339744 ), 0, 8.43922, 1, 0, 0.498973, 0.000228288 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500658, -0.000681222 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517557, 0.00346132 ), 0, 8.73217, 1, 0, 0.51336, 0.0121398 ), - 1, 3, 1, 0, 0.504003, 0.000371886 ) ); - // itree = 697 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486651, 0.00129427 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462247, -0.000736438 ), 1, 2, 1, 0, 0.469846, 0.000715755 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.614491, -0.0103802 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.638834, -0.000527909 ), 1, 2, 1, 0, 0.633408, -0.00813 ), - 3, 0.897009, 1, 0, 0.498231, -0.00295008 ) ); - // itree = 698 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487453, -0.000873643 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492852, 0.000950778 ), 0, 8.65759, 1, 0, 0.491641, 0.00215474 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51496, -0.00164917 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488784, -0.00910778 ), 0, 9.52939, 1, 0, 0.510989, -0.0138825 ), - 4, 0.0461572, 1, 0, 0.497075, -0.00234948 ) ); - // itree = 699 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399463, -0.00127395 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565447, 0.00240356 ), 3, -0.80092, 1, 0, 0.510012, 0.00767552 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447003, -0.00298192 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503417, -0.000544508 ), 4, -0.7965, 1, 0, 0.493226, -0.00593565 ), - 1, 2, 1, 0, 0.498138, 0.000317751 ) ); - // itree = 700 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431519, -0.00493451 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501901, 0.000221892 ), 4, -0.895738, 1, 0, 0.499318, 0.000425075 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517677, -0.00502999 ), 4, 0.892405, 1, 0, 0.500012, -0.000605715 ) ); - // itree = 701 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468455, -0.00112518 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502504, -3.81939e-05 ), 4, -0.729158, 1, 0, 0.492238, -0.00225179 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534152, 0.000179855 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562137, 0.00657719 ), 4, 0.905875, 1, 0, 0.538787, 0.00674235 ), - 4, 0.798657, 1, 0, 0.49935, -0.000877662 ) ); - // itree = 702 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521562, 0.00368688 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504614, 0.000481482 ), 5, -0.782738, 1, 0, 0.505584, 0.0045433 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426801, -0.0032413 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.691108, 0.00304332 ), 3, 0.896302, 1, 0, 0.483969, -0.0078808 ), - 0, 9.42779, 1, 0, 0.501, 0.00190852 ) ); - // itree = 703 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478645, 0.00362986 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499826, -0.000493752 ), 4, -0.886886, 1, 0, 0.499015, -0.00234888 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468823, 0.000270523 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51533, 0.0040857 ), 4, -0.700255, 1, 0, 0.502791, 0.0103949 ), - 0, 9.63567, 1, 0, 0.499414, -0.00100459 ) ); - // itree = 704 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.431126, 0.000768294 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546757, 0.00207694 ), 3, -0.720892, 1, 0, 0.477648, 0.00856962 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.622438, -0.00770843 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.643568, 0.000379899 ), 1, 2, 1, 0, 0.63885, -0.00919743 ), - 3, 0.896325, 1, 0, 0.505876, 0.00577588 ) ); - // itree = 705 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487617, 0.00654228 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471049, -0.000448414 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.663258, 0.00143346 ), 3, 0.896957, 1, 0, 0.50119, -0.00125148 ), - 4, -0.891268, 1, 0, 0.500699, -5.53463e-07 ) ); - // itree = 706 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458393, 0.00269964 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535357, -0.000438403 ), 3, -0.793504, 1, 0, 0.507151, 0.00569794 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492592, -0.0011192 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478608, -0.00558992 ), 5, 0.0522022, 1, 0, 0.490774, -0.00826534 ), - 0, 8.91107, 1, 0, 0.49698, -0.00297416 ) ); - // itree = 707 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488356, -0.00118452 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496194, 0.000497421 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529639, -0.00127047 ), 4, 0.798373, 1, 0, - 0.501428, 0.00140968 ), - 0, 8.31257, 1, 0, 0.500289, 0.000262041 ) ); - // itree = 708 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41203, 0.0012 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452187, 0.00569425 ), 5, - 0.0529474, 1, 0, 0.419022, 0.01218 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542237, -0.00782261 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546841, -0.00092356 ), 5, -0.784303, 1, 0, 0.546626, -0.00761746 ), - 3, -0.801893, 1, 0, 0.49922, -0.00026252 ) ); - // itree = 709 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477228, -0.00313622 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483322, -0.00122624 ), 2, 2, 1, 0, 0.479819, -0.000802745 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442177, 0.000569522 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.590985, -0.00119722 ), 3, 0.801399, 1, 0, 0.498907, -0.000428398 ), - 0, 8.43436, 1, 0, 0.496605, -0.00322696 ) ); - // itree = 710 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494942, -0.000305555 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522775, 0.00318563 ), 2, 3, 1, 0, 0.498054, -0.000180508 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55324, 0.00484469 ), 1, 5, 1, 0, 0.500633, -0.000593868 ) ); - // itree = 711 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496052, 0.00258017 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495366, -0.00126552 ), 4, -0.698128, 1, 0, 0.495476, -0.00399376 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508156, 0.00129175 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482121, -0.00423024 ), 0, 9.68126, 1, 0, 0.505804, 0.00638173 ), - 1, 2, 1, 0, 0.502834, 0.00146559 ) ); - // itree = 712 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436105, 0.000430542 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.586362, 0.00283533 ), 3, -0.705905, 1, 0, 0.511967, 0.0105038 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491208, -0.00100117 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518641, 0.00196473 ), 1, 4, 1, 0, 0.496601, 0.000233853 ), - 1, 2, 1, 0, 0.501055, 0.00210518 ) ); - // itree = 713 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.340345, -0.00162801 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533029, 0.000459314 ), 3, -0.895537, 1, 0, 0.5006, 0.000946682 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491983, -0.00414486 ), 1, 5, 1, 0, 0.500191, -0.00113708 ) ); - // itree = 714 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486538, 0.00339563 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54642, 0.00125213 ), 3, -0.791567, 1, 0, 0.524636, 0.019422 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460868, -0.00213655 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510656, 0.000595578 ), 4, -0.702353, 1, 0, 0.496943, -0.000777446 ), - 0, 8.59321, 1, 0, 0.502081, 0.00297031 ) ); - // itree = 715 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466666, -0.00441247 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498754, -0.000160929 ), 0, 8.82312, 1, 0, 0.488336, -0.0135003 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535306, 0.00340924 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50119, 0.000335958 ), 0, 8.33755, 1, 0, 0.504307, 0.00491459 ), - 1, 2, 1, 0, 0.499685, -7.73701e-05 ) ); - // itree = 716 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430435, 0.000100442 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529285, -0.00170452 ), 3, -0.799581, 1, 0, 0.493171, -0.00823504 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492528, 0.00049895 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513676, -0.00440665 ), 4, 0.798711, 1, 0, 0.495978, -0.00101927 ), - 0, 9.1424, 1, 0, 0.494389, -0.00510476 ) ); - // itree = 717 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.371954, -0.000367157 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478321, 0.00293406 ), 3, -0.87402, 1, 0, 0.414316, 0.00655194 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527375, -0.0013764 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567809, 0.000678086 ), 0, 8.90624, 1, 0, 0.552204, -0.00250303 ), - 3, -0.80209, 1, 0, 0.501324, 0.000838243 ) ); - // itree = 718 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536293, 0.00243749 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496129, -0.000172919 ), 0, 8.47044, 1, 0, 0.501617, 0.00250968 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496318, -0.00121633 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468376, -0.00506191 ), 1, 4, 1, 0, 0.493095, -0.00218935 ), - 2, 2, 1, 0, 0.497988, -0.000255493 ) ); - // itree = 719 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516788, 0.00189057 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495766, -0.00061672 ), 0, 9.02616, 1, 0, 0.505787, 0.0057332 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492241, -0.00139943 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494444, -0.000556157 ), 0, 8.80726, 1, 0, 0.493775, -0.00578088 ), - 1, 2, 1, 0, 0.497259, -0.00158437 ) ); - // itree = 720 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.396949, -0.00135547 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436232, 0.00288403 ), 5, 0.0529474, 1, 0, 0.403708, -0.00359316 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555424, 0.00124129 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583801, -0.00215361 ), 5, 0.043968, 1, 0, 0.558263, 0.0059347 ), - 3, -0.80209, 1, 0, 0.501155, 0.00241414 ) ); - // itree = 721 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.363055, -0.00544856 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453878, 0.000933831 ), 5, -0.774279, 1, 0, 0.44938, 0.00428119 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503129, -0.00470356 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.595354, -0.00025161 ), 3, 0.81913, 1, 0, 0.587241, -0.00421944 ), - 3, 0.801172, 1, 0, 0.5014, 0.00107355 ) ); - // itree = 722 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497273, -0.000249084 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484982, -0.00193234 ), 1, 3, 1, 0, 0.494306, -8.59491e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500011, -0.000416418 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55615, 0.0061886 ), 5, 0.773876, 1, 0, 0.512655, 0.00599948 ), - 1, 4, 1, 0, 0.496906, -0.00243641 ) ); - // itree = 723 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.40537, 5.12679e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461047, 0.00568268 ), 2, 3, 1, 0, 0.410787, 0.00113723 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461348, -0.00320197 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570523, 0.000127785 ), 3, -0.71666, 1, 0, 0.549205, -0.00364072 ), - 3, -0.80209, 1, 0, 0.498059, -0.00101868 ) ); - // itree = 724 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49316, -0.000353316 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510883, -0.00292568 ), 4, 0.796, 1, 0, 0.495107, -0.00395487 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507999, 0.00134387 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502252, -0.00197136 ), 5, 0.789909, 1, 0, 0.507229, 0.00587615 ), - 1, 3, 1, 0, 0.49936, -0.00119867 ) ); - // itree = 725 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.434019, -0.00412231 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496153, -0.00139617 ), 4, -0.779618, 1, 0, 0.486051, -0.0160795 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520884, 0.00612578 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502796, 0.00115998 ), 5, -0.781814, 1, 0, 0.503953, 0.00726746 ), - 0, 8.84637, 1, 0, 0.498039, -0.000445189 ) ); - // itree = 726 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43888, -0.00311294 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517851, -0.00144401 ), 3, -0.701156, 1, 0, 0.478584, -0.0231383 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498206, 0.000135112 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49821, -0.00351309 ), 1, 5, 1, 0, 0.498206, 0.000153409 ), - 0, 8.39143, 1, 0, 0.496021, -0.00277942 ) ); - // itree = 727 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437302, -0.00340929 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483338, 0.00147514 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508137, -0.000255036 ), 4, -0.714198, 1, 0, - 0.502019, 0.00109933 ), - 4, -0.89294, 1, 0, 0.49969, 0.000425406 ) ); - // itree = 728 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501755, 0.00102507 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.566212, 0.00429089 ), 4, 0.0451826, 1, 0, 0.519092, 0.0171953 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50322, 0.00094405 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488364, -0.0041921 ), 2, 3, 1, 0, 0.501626, 0.00237532 ), - 0, 8.73592, 1, 0, 0.506166, 0.00639143 ) ); - // itree = 729 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512241, 0.0022389 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497808, -0.000296601 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535739, 0.00318659 ), 5, 0.793351, 1, 0, 0.499815, -0.0007324 ), - 0, 8.21888, 1, 0, 0.500605, 0.000773451 ) ); - // itree = 730 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519158, 0.00213267 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490184, 0.000191161 ), 0, 8.50103, 1, 0, 0.494489, 0.00414971 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51658, -0.000728998 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5041, -0.00549832 ), 4, 0.870697, 1, 0, 0.513963, -0.0100022 ), - 4, 0.0453826, 1, 0, 0.49987, 0.000239154 ) ); - // itree = 731 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507982, 0.000866849 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483079, -0.00366718 ), 5, 0.76366, 1, 0, 0.506156, 0.00422342 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474826, 0.00155535 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494089, -0.00183336 ), 4, -0.799187, 1, 0, 0.490962, -0.00579273 ), - 0, 9.10806, 1, 0, 0.499142, -0.00040049 ) ); - // itree = 732 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475939, -0.00282643 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493967, -0.00101669 ), 1, 2, 1, 0, 0.489028, -0.00598054 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500141, -0.000228009 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516731, 0.00565971 ), 0, 9.43101, 1, 0, 0.503568, 0.00294588 ), - 2, 2, 1, 0, 0.495213, -0.00119028 ) ); - // itree = 733 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446104, -0.00227915 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497213, -0.00314608 ), 3, -0.701156, 1, 0, 0.471133, -0.0274385 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.541138, 0.00310141 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49275, -0.000715028 ), 0, 8.62838, 1, 0, 0.498651, 8.64878e-05 ), - 0, 8.33755, 1, 0, 0.49613, -0.00243599 ) ); - // itree = 734 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53942, 0.00292467 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491503, -0.000859898 ), 2, 2, 1, 0, 0.518797, -0.000133387 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484262, -0.00195458 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501995, 0.000958109 ), 0, 9.0268, 1, 0, 0.494978, -0.00304522 ), - 0, 8.47044, 1, 0, 0.498142, -0.000875513 ) ); - // itree = 735 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491027, 0.000426671 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490234, -0.00229309 ), 2, 3, 1, 0, 0.490935, -0.000455738 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5076, -0.00228152 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513326, -0.00150131 ), 0, 8.65384, 1, 0, 0.512086, -0.0110693 ), - 4, 0.0457206, 1, 0, 0.496889, -0.00238479 ) ); - // itree = 736 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502858, 0.000273129 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482924, -0.00316727 ), 0, 9.31372, 1, 0, 0.500079, -0.000293702 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509015, 0.00405943 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485713, -0.00141036 ), 0, 9.9259, 1, 0, 0.504892, 0.0122438 ), - 0, 9.48864, 1, 0, 0.500943, 0.00195699 ) ); - // itree = 737 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.332588, -0.00193909 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428952, 0.00120335 ), 4, -0.796227, 1, 0, 0.412675, 0.00450738 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570073, 0.00229354 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545791, -0.00118942 ), 4, -0.798461, 1, 0, 0.549206, -0.00466492 ), - 3, -0.802156, 1, 0, 0.499135, -0.0013011 ) ); - // itree = 738 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.437726, -0.00109023 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.588761, 0.00054336 ), 3, 0.801133, 1, 0, 0.49424, -0.00319553 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564811, 0.00626183 ), 4, 0.892521, 1, 0, 0.496788, -0.0018995 ) ); - // itree = 739 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428189, -0.00198429 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.410439, 0.00207498 ), 0, 9.17472, 1, 0, 0.421052, -0.00558306 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567536, 0.00178103 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584606, -0.000276003 ), 0, 9.05517, 1, 0, 0.576084, 0.00657674 ), - 3, -0.706635, 1, 0, 0.500119, 0.000618474 ) ); - // itree = 740 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498219, 0.0029129 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462899, -0.000407316 ), 2, 2, 1, 0, 0.485245, -0.00148426 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507412, 5.97004e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497129, -0.00790866 ), 5, 0.781372, 1, 0, 0.507004, -0.00152873 ), - 4, -0.705275, 1, 0, 0.500991, 0.00195823 ) ); - // itree = 741 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418848, 0.000150182 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565098, 0.00145421 ), 3, -0.707496, 1, 0, 0.496127, 0.00534096 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53554, 0.00140355 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50647, -0.00350938 ), 0, 8.97877, 1, 0, 0.518674, -0.00491003 ), - 4, 0.0453826, 1, 0, 0.502442, 0.00246994 ) ); - // itree = 742 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52213, 0.00425198 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476004, -0.00506973 ), 0, 9.42611, 1, 0, 0.512496, 0.0190091 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500549, 0.000234188 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491509, -0.00453327 ), 1, 5, 1, 0, 0.500199, 0.000392986 ), - 5, -0.687941, 1, 0, 0.501711, 0.00261572 ) ); - // itree = 743 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41438, 0.000703172 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498177, 0.00238878 ), 3, -0.797345, 1, 0, 0.43449, 0.00747958 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498477, -0.0020685 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597097, 0.000594253 ), 3, 0.810565, 1, 0, 0.568893, -0.00171879 ), - 3, -0.707496, 1, 0, 0.502151, 0.00284894 ) ); - // itree = 744 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47133, -0.00123622 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.455657, -0.000227735 ), 0, 9.04027, 1, 0, 0.463463, -0.00559782 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.627524, 0.000746977 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.783834, 0.0082219 ), 3, 0.960192, 1, 0, 0.653349, 0.00890284 ), - 3, 0.89726, 1, 0, 0.496234, -0.00309525 ) ); - // itree = 745 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428008, -0.000487263 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543847, -0.00381381 ), 3, -0.705561, 1, 0, 0.486486, -0.0140753 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493482, -0.00118848 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50225, 0.00090021 ), 0, 8.72796, 1, 0, 0.500036, 0.000696789 ), - 1, 2, 1, 0, 0.496039, -0.00364995 ) ); - // itree = 746 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.428569, 0.00160686 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.42944, -0.000958856 ), 2, 2, 1, 0, 0.428942, -0.000230364 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544635, -0.00150031 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.759373, 0.00332431 ), 3, 0.952588, 1, 0, 0.563792, -0.00760427 ), - 3, -0.707539, 1, 0, 0.497712, -0.00218825 ) ); - // itree = 747 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426829, 0.000144363 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490419, -0.00249094 ), 3, -0.649361, 1, 0, 0.440359, -0.00299601 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.579456, 0.00205026 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.600485, 0.000120795 ), 0, 8.69274, 1, 0, 0.595944, 0.00452502 ), - 3, 0.802208, 1, 0, 0.498903, -0.000165986 ) ); - // itree = 748 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467212, -0.00213308 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506561, 0.00115677 ), 0, 8.17687, 1, 0, 0.504424, 0.0054849 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465076, -0.00512568 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506423, -0.00125204 ), 5, 0.768826, 1, 0, 0.488784, -0.0182347 ), - 5, 0.0497204, 1, 0, 0.502424, 0.00245155 ) ); - // itree = 749 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50341, 0.00104433 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485322, -0.00103025 ), 1, 2, 1, 0, 0.491171, -0.000683223 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557078, 0.00619732 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540039, 0.00124703 ), 4, 0.816617, 1, 0, 0.542974, 0.0122642 ), - 4, 0.798752, 1, 0, 0.498871, -4.20479e-05 ) ); - // itree = 750 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.423671, -0.000252938 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557509, 0.00171092 ), 3, -0.801395, 1, 0, 0.508638, 0.00732304 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492539, -0.000409355 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485182, -0.00285766 ), 1, 2, 1, 0, 0.487324, -0.00824044 ), - 0, 9.27698, 1, 0, 0.501824, 0.00222632 ) ); - // itree = 751 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521884, 0.00208882 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493494, 0.00046315 ), 0, 8.5724, 1, 0, 0.498705, 0.00586546 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506092, -0.00366759 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535486, 0.00126146 ), 0, 9.02929, 1, 0, 0.522858, -0.0092394 ), - 4, 0.796517, 1, 0, 0.502468, 0.0035126 ) ); - // itree = 752 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467303, -0.00221704 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514883, 0.00130549 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496546, -0.000548398 ), 0, 8.92346, 1, 0, - 0.503074, 0.00208786 ), - 0, 8.17292, 1, 0, 0.501232, 0.000793882 ) ); - // itree = 753 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467632, -0.000335124 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487829, 0.0028981 ), 1, 5, 1, 0, 0.468482, -0.0006924 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.645125, 0.00284271 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.665221, -0.00250473 ), 0, 9.27207, 1, 0, 0.653267, 0.00736833 ), - 3, 0.89726, 1, 0, 0.499939, 0.000199303 ) ); - // itree = 754 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51579, 0.00238911 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484428, -0.00239909 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502596, 0.000312366 ), 5, -0.690645, 1, 0, - 0.500371, -8.99998e-05 ), - 0, 8.20497, 1, 0, 0.5013, 0.00143668 ) ); - // itree = 755 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419315, -0.000252002 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446362, -0.00492081 ), 3, -0.758634, 1, 0, 0.422225, -0.00519968 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572152, 0.00241717 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.584844, 0.000724957 ), 0, 8.85932, 1, 0, 0.580544, 0.00953713 ), - 3, -0.707412, 1, 0, 0.501994, 0.00222548 ) ); - // itree = 756 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454502, -0.000670978 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435937, 0.00223874 ), 0, 9.07354, 1, 0, 0.445631, 0.00217204 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561876, -0.00199721 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.775703, 0.0069996 ), 3, 0.954131, 1, 0, 0.585148, -0.00788624 ), - 3, 0.801399, 1, 0, 0.49849, -0.00163878 ) ); - // itree = 757 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484765, 0.00115638 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56632, 0.00277482 ), 3, -0.701156, 1, 0, 0.525843, 0.0187874 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501039, 0.000681229 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500664, -0.00116457 ), 1, 4, 1, 0, 0.500986, 0.00222716 ), - 0, 8.44294, 1, 0, 0.504098, 0.00450347 ) ); - // itree = 758 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485792, -0.00254488 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498509, 0.000531583 ), 0, 8.73592, 1, 0, 0.495308, -0.00380195 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519668, 0.00236106 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499341, -0.000528215 ), 0, 8.96542, 1, 0, 0.508002, 0.00656427 ), - 2, 2, 1, 0, 0.500659, -0.000396826 ) ); - // itree = 759 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490681, -0.000332646 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532894, 0.00206848 ), 4, 0.050425, 1, 0, 0.50138, 0.00160757 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.387012, 0.000844751 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536032, -0.00334097 ), 3, -0.894804, 1, 0, 0.491499, -0.013836 ), - 5, 0.0582191, 1, 0, 0.500128, -0.000349308 ) ); - // itree = 760 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473936, -0.00152944 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572929, -0.00405081 ), 3, 0.890718, 1, 0, 0.487499, -0.0164796 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511415, 0.00204665 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496492, -0.000611093 ), 0, 8.95339, 1, 0, 0.498519, -0.000598968 ), - 0, 8.83146, 1, 0, 0.49497, -0.00571323 ) ); - // itree = 761 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.345516, 0.00100708 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415385, 0.00572682 ), 5, 0.053617, 1, 0, 0.361831, 0.0119202 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504191, -0.00358384 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526009, -0.000671054 ), 4, -0.799135, 1, 0, 0.523099, -0.00673673 ), - 3, -0.896324, 1, 0, 0.495437, -0.00353648 ) ); - // itree = 762 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421198, 0.00247135 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.557816, 0.000666855 ), 3, -0.802119, 1, 0, 0.506598, 0.00842417 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.427496, -0.00374914 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567599, 0.00108187 ), 3, -0.702196, 1, 0, 0.4991, -0.0070256 ), - 2, 3, 1, 0, 0.505763, 0.000131628 ) ); - // itree = 763 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51026, 0.00178644 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46722, 8.74559e-05 ), 0, 8.38513, 1, 0, 0.472267, 0.00256069 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553771, -0.00643323 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.668215, -0.000578822 ), 4, -0.799262, 1, 0, 0.631769, -0.0135696 ), - 3, 0.89726, 1, 0, 0.499476, -0.000190912 ) ); - // itree = 764 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495956, -0.000310847 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500769, -0.00265976 ), 0, 8.34369, 1, 0, 0.497457, -0.0101193 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51774, 0.00172354 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495577, -0.000449833 ), 0, 8.60955, 1, 0, 0.497073, -0.00127466 ), - 0, 8.47044, 1, 0, 0.497125, -0.00248069 ) ); - // itree = 765 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492085, 0.00318381 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468326, -0.00117821 ), 1, 4, 1, 0, 0.487687, 0.00824596 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497225, -0.000864007 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531751, 0.000781135 ), 4, 0.749489, 1, 0, 0.508123, -0.00230394 ), - 4, -0.702234, 1, 0, 0.502669, 0.00208878 ) ); - // itree = 766 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477066, 0.00105832 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494716, -0.0012817 ), 4, -0.795939, 1, 0, 0.49285, -0.00663948 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473832, 0.00144631 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.63104, -0.000348729 ), 3, 0.897308, 1, 0, 0.507795, 0.00695098 ), - 1, 3, 1, 0, 0.498057, -0.00214307 ) ); - // itree = 767 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.334474, -0.0017349 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5292, 0.000372852 ), 3, -0.895569, 1, 0, 0.499745, 0.000643494 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508568, 0.00100852 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554667, 0.00615328 ), 1, 4, 1, 0, 0.524129, 0.0112275 ), - 5, 0.050952, 1, 0, 0.502862, 0.00275878 ) ); - // itree = 768 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54486, 0.00309803 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505633, 0.000881329 ), 2, 2, 1, 0, 0.529088, -0.000340906 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479848, -0.00388412 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500617, 0.000383479 ), 0, 8.51997, 1, 0, 0.499462, 2.55908e-05 ), - 0, 8.38513, 1, 0, 0.502567, 0.00243878 ) ); - // itree = 769 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512286, 0.00196797 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425283, -0.0056594 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500553, -0.000314529 ), 4, -0.892979, 1, 0, - 0.497695, -0.00298355 ), - 0, 8.20497, 1, 0, 0.498529, -0.00162136 ) ); - // itree = 770 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466102, -0.00250776 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499549, -0.000338582 ), 0, 8.20718, 1, 0, 0.496193, -0.00491726 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496007, 0.000217207 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51906, 0.00364589 ), 1, 3, 1, 0, 0.504051, 0.00597603 ), - 0, 9.16378, 1, 0, 0.499428, -0.0004118 ) ); - // itree = 771 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521907, 0.000801779 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462672, -0.00389327 ), 2, 2, 1, 0, 0.496736, -5.00376e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51895, 0.00143872 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49793, 2.81872e-05 ), 0, 8.68229, 1, 0, 0.500684, 0.00180976 ), - 0, 8.4147, 1, 0, 0.500217, 0.000325334 ) ); - // itree = 772 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.421424, -0.00447158 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.621289, 0.00146084 ), 3, 0.897308, 1, 0, 0.482596, -0.0175869 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493986, 0.000200095 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53207, 0.00152406 ), 4, 0.0473615, 1, 0, 0.503148, 0.00324119 ), - 5, -0.690476, 1, 0, 0.500596, 0.000654645 ) ); - // itree = 773 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.438416, -0.003783 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475178, 0.00115301 ), 0, 9.1424, 1, 0, 0.455353, -0.0127143 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.359376, -0.00159895 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534222, 0.000492526 ), 3, -0.895509, 1, 0, 0.507267, 0.00134743 ), - 4, -0.798862, 1, 0, 0.499531, -0.000747816 ) ); - // itree = 774 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424263, -0.000709308 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571134, 0.000934072 ), 3, -0.707642, 1, 0, 0.499803, 0.000807053 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506925, -0.0056216 ), 4, 0.889079, 1, 0, 0.500088, -0.000451012 ) ); - // itree = 775 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464279, -0.00168969 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507623, 2.92579e-05 ), 4, -0.699438, 1, 0, 0.496421, -0.00257063 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488433, -0.00511967 ), 5, 0.793101, 1, 0, 0.496024, -0.0039167 ) ); - // itree = 776 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.363651, -0.00563038 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.583217, 0.000151867 ), 3, -0.801424, 1, 0, 0.477768, -0.0153402 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499201, 0.00545054 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502477, 9.97079e-05 ), 4, -0.886253, 1, 0, 0.502371, 0.00158975 ), - 5, -0.782738, 1, 0, 0.500934, 0.000601482 ) ); - // itree = 777 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49616, -0.000671439 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476085, -0.00490242 ), 5, 0.779697, 1, 0, 0.494912, -0.00684782 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506169, 0.0017773 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453727, -0.0113427 ), 0, 9.97485, 1, 0, 0.501976, 0.00412683 ), - 0, 9.26688, 1, 0, 0.497262, -0.00319581 ) ); - // itree = 778 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514211, 0.000980541 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496864, -0.000293223 ), 0, 8.43922, 1, 0, 0.499007, -0.000226966 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537111, 0.00284557 ), 1, 5, 1, 0, 0.500839, 0.00108232 ) ); - // itree = 779 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49027, -0.00102802 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502235, 0.00050086 ), 2, 2, 1, 0, 0.495445, -0.000179237 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558891, 0.00462455 ), 4, 0.89247, 1, 0, 0.497758, -0.0015068 ) ); - // itree = 780 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504603, 0.00113824 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499718, -0.00187749 ), 5, 0.0497204, 1, 0, 0.50389, 0.00467848 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469833, -0.0013081 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.65066, 0.00330898 ), 3, 0.890275, 1, 0, 0.496692, -0.00405951 ), - 2, 2, 1, 0, 0.500834, 0.000531522 ) ); - // itree = 781 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451269, -0.00260619 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561214, -2.86473e-05 ), 3, 0.797233, 1, 0, 0.490283, -0.0162291 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498655, 0.000374309 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493895, -0.00190773 ), 1, 4, 1, 0, 0.497981, -8.74496e-05 ), - 0, 8.58637, 1, 0, 0.496528, -0.00277912 ) ); - // itree = 782 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492035, 0.00112198 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48592, -0.00264896 ), 4, -0.698714, 1, 0, 0.486839, -0.0135824 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504027, 0.00102276 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525618, 0.00322924 ), 1, 4, 1, 0, 0.508332, 0.00474267 ), - 1, 2, 1, 0, 0.501989, 0.00183635 ) ); - // itree = 783 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.412823, -0.00229173 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38945, 0.000391246 ), 0, 9.03438, 1, 0, 0.400207, -0.007523 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526907, 0.000919263 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.645666, -0.00213959 ), 3, 0.906242, 1, 0, 0.55483, 0.00214929 ), - 3, -0.80209, 1, 0, 0.496736, -0.00148475 ) ); - // itree = 784 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462991, -0.00150205 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520715, -0.00319581 ), 3, 0.789546, 1, 0, 0.483929, -0.0206937 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511933, 0.00137004 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494782, -0.000825281 ), 0, 8.85171, 1, 0, 0.498937, -0.000426924 ), - 0, 8.43922, 1, 0, 0.497052, -0.00297147 ) ); - // itree = 785 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497158, -0.000136929 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49106, -0.00439885 ), 5, 0.790504, 1, 0, 0.4968, -0.0024066 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543722, 0.00479587 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500117, 0.000456984 ), 0, 9.01385, 1, 0, 0.520964, 0.017555 ), - 2, 3, 1, 0, 0.499413, -0.000655193 ) ); - // itree = 786 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493713, -0.000413015 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524521, 0.00445067 ), 5, -0.815073, 1, 0, 0.515542, 0.0189367 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491605, -0.000953282 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508052, 0.00105864 ), 2, 2, 1, 0, 0.498839, 0.000686613 ), - 5, -0.691197, 1, 0, 0.500914, 0.00174045 ) ); - // itree = 787 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512816, 0.0016348 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496871, -0.000263153 ), 0, 9.02482, 1, 0, 0.504426, 0.00552867 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506997, -0.000997052 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482084, -0.00650068 ), 5, 0.826683, 1, 0, 0.494879, -0.0205511 ), - 5, 0.782735, 1, 0, 0.503855, 0.00397056 ) ); - // itree = 788 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500657, 0.000328611 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490983, -0.00112015 ), 1, 3, 1, 0, 0.497931, 0.000356401 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514766, 0.00174495 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548038, 0.00590734 ), 5, 0.818545, 1, 0, 0.523789, 0.0178401 ), - 5, 0.0548487, 1, 0, 0.501286, 0.00182735 ) ); - // itree = 789 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.396009, -0.00110023 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422461, -0.00535131 ), 3, -0.820101, 1, 0, 0.39844, -0.00934875 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.549108, 0.000273082 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558705, -0.00251711 ), 0, 9.27698, 1, 0, 0.552126, -0.0019955 ), - 3, -0.80209, 1, 0, 0.495883, -0.0046865 ) ); - // itree = 790 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509947, 0.00194016 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498881, -0.000506736 ), 5, -0.691197, 1, 0, 0.500224, -0.00159179 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499261, 0.00360546 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509735, -0.00380042 ), 4, 0.79474, 1, 0, 0.501026, 0.00894136 ), - 0, 9.48864, 1, 0, 0.500366, 0.000277407 ) ); - // itree = 791 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.403792, 0.00448378 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.328504, 0.000148544 ), 0, 9.14632, 1, 0, 0.364355, 0.0152634 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533115, 0.000239996 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505389, -0.00289162 ), 2, 3, 1, 0, 0.529803, -0.000531128 ), - 3, -0.896531, 1, 0, 0.501633, 0.00218681 ) ); - // itree = 792 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430727, -0.00124346 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.563187, -1.84736e-05 ), 3, -0.705522, 1, 0, 0.497805, -0.00459902 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505333, 0.00167597 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480804, -0.00288337 ), 0, 9.67959, 1, 0, 0.498333, 0.00253571 ), - 0, 9.27698, 1, 0, 0.497972, -0.00233813 ) ); - // itree = 793 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50466, 0.00117503 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498328, -0.00111868 ), 0, 8.22428, 1, 0, 0.499726, -0.00478808 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506473, 0.00172968 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496671, -0.000932692 ), 2, 2, 1, 0, 0.502311, 0.00234154 ), - 0, 8.77604, 1, 0, 0.501575, 0.00103631 ) ); - // itree = 794 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511072, 0.0019706 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489256, -0.000301104 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510085, -0.00274477 ), 4, 0.0454631, 1, 0, - 0.495157, -0.00584609 ), - 0, 8.19324, 1, 0, 0.496029, -0.00442278 ) ); - // itree = 795 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463667, -0.00274002 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50567, 0.000984861 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501422, -0.00115541 ), 2, 3, 1, 0, 0.505208, 0.002667 ), - 0, 8.12827, 1, 0, 0.503336, 0.00329277 ) ); - // itree = 796 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464122, -0.00085663 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507041, 0.00535402 ), 4, -0.851215, 1, 0, 0.484741, 0.0137203 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501686, -0.00304467 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506013, 0.000196082 ), 5, -0.780175, 1, 0, 0.505831, 0.000410906 ), - 4, -0.797636, 1, 0, 0.502726, 0.0023706 ) ); - // itree = 797 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38202, -0.00226207 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540841, -0.00705288 ), 3, -0.800508, 1, 0, 0.466808, -0.0295595 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399567, -0.00151331 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.551464, 5.16655e-05 ), 3, -0.802184, 1, 0, 0.496749, -0.00310784 ), - 5, -0.782962, 1, 0, 0.494935, -0.00471028 ) ); - // itree = 798 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474107, -0.00235704 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517546, 0.00399835 ), 5, -0.826952, 1, 0, 0.506511, 0.0147018 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.450234, 0.000422181 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.591153, -0.000898301 ), 3, 0.802229, 1, 0, 0.500416, -0.00013082 ), - 5, -0.691197, 1, 0, 0.501165, 0.00169139 ) ); - // itree = 799 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500768, 0.000183437 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477425, -0.0035916 ), 0, 9.53235, 1, 0, 0.497153, -0.000904897 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498214, 0.00100767 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574378, 0.0054014 ), 4, 0.796334, 1, 0, 0.519612, 0.0138033 ), - 1, 4, 1, 0, 0.500352, 0.000971478 ) ); - // itree = 800 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509685, 0.00194235 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50129, -8.49301e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50035, 0.00504942 ), 0, 9.72219, 1, 0, 0.501213, 0.000845205 ), - 0, 8.20497, 1, 0, 0.501722, 0.00196212 ) ); - // itree = 801 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504054, 0.000386201 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544718, 0.00348423 ), 1, 4, 1, 0, 0.509718, 0.000339673 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495391, -0.000857769 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502766, 0.00329674 ), 0, 9.66845, 1, 0, 0.496377, -0.00261836 ), - 0, 8.80726, 1, 0, 0.50049, 0.000421698 ) ); - // itree = 802 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452516, 0.0013902 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.434999, -0.0017277 ), 1, 4, 1, 0, 0.450231, -3.06021e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527979, -0.00219405 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612836, -1.72565e-05 ), 3, 0.856519, 1, 0, 0.588159, -0.00443204 ), - 3, 0.802584, 1, 0, 0.502279, 0.00222517 ) ); - // itree = 803 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506337, 0.000512773 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488001, -0.00163881 ), 0, 8.80726, 1, 0, 0.493534, -0.00457867 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463586, 0.00666976 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.63303, 0.0031453 ), - 3, -0.707146, 1, 0, 0.542119, 0.0308513 ), - 5, 0.782735, 1, 0, 0.4964, -0.00248891 ) ); - // itree = 804 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.372634, -0.000296648 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483504, 0.00363447 ), 3, -0.873824, 1, 0, 0.416865, 0.00870821 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521816, -0.00157551 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.562905, 0.000508008 ), 0, 8.73606, 1, 0, 0.551826, -0.00191916 ), - 3, -0.801893, 1, 0, 0.501835, 0.00201735 ) ); - // itree = 805 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51974, 0.00267951 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498203, -7.08153e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486505, -0.00377052 ), 1, 4, 1, 0, 0.496553, -0.00290235 ), - 0, 8.20497, 1, 0, 0.497936, -0.00171766 ) ); - // itree = 806 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473853, -0.00218907 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504768, 0.00107291 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498237, -0.00353256 ), 1, 5, 1, 0, 0.504459, 0.00436574 ), - 0, 8.17687, 1, 0, 0.502785, 0.00357959 ) ); - // itree = 807 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.435449, 3.08127e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.614857, 0.00310207 ), 3, 0.801942, 1, 0, 0.506903, 0.00794791 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484126, -0.00188988 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502621, 0.000337981 ), 0, 8.94827, 1, 0, 0.494889, -0.00551343 ), - 2, 2, 1, 0, 0.501798, -0.000585319 ) ); - // itree = 808 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419809, -0.00131994 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.43495, 0.00139549 ), 1, 3, 1, 0, 0.425136, -0.00331497 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544736, 0.00164309 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.646519, -0.000721845 ), 3, 0.900906, 1, 0, 0.577831, 0.00615972 ), - 3, -0.707314, 1, 0, 0.50242, 0.00203409 ) ); - // itree = 809 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517643, 0.00162009 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497448, -0.00206954 ), 1, 4, 1, 0, 0.514909, -0.00205136 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.351749, 0.00257484 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533958, -0.000653172 ), 3, -0.896593, 1, 0, 0.498681, -0.000468115 ), - 0, 8.80336, 1, 0, 0.503542, 0.00270264 ) ); - // itree = 810 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51876, 0.00135415 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490316, -0.000424807 ), 0, 8.50832, 1, 0, 0.494725, -2.05967e-05 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51586, -0.00246801 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528579, -9.36429e-05 ), 0, 9.20045, 1, 0, 0.521124, -0.0106911 ), - 4, 0.796318, 1, 0, 0.498852, -0.00168885 ) ); - // itree = 811 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446299, -0.00260873 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483815, 0.00228515 ), 0, 9.23218, 1, 0, 0.460729, -0.00767057 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498011, 0.000186654 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530906, 0.00133478 ), 4, 0.0531506, 1, 0, 0.509011, 0.00355748 ), - 4, -0.795165, 1, 0, 0.501538, 0.00181961 ) ); - // itree = 812 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.401662, -0.000953383 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.523864, 0.000907199 ), 3, -0.810884, 1, 0, 0.471556, 0.000986072 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597216, 0.00107573 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.654961, -0.00327203 ), 3, 0.919736, 1, 0, 0.636572, -0.00893091 ), - 3, 0.89726, 1, 0, 0.499915, -0.000718185 ) ); - // itree = 813 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424084, -0.00205979 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.537671, 4.6109e-06 ), 3, -0.796356, 1, 0, 0.496545, -0.00647375 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.406253, 0.0025812 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561775, -0.000150678 ), 3, -0.802318, 1, 0, 0.502705, 0.00434966 ), - 0, 8.84637, 1, 0, 0.500635, 0.000711418 ) ); - // itree = 814 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491516, -0.000570341 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535006, 0.00102866 ), 4, 0.796041, 1, 0, 0.498049, -0.00218345 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53572, 0.00267357 ), 1, 5, 1, 0, 0.499857, -0.000744903 ) ); - // itree = 815 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470621, 0.00103187 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.464097, -0.00303877 ), 4, -0.821629, 1, 0, 0.466904, -0.00832782 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508352, -0.00106024 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511167, 0.000647298 ), 0, 8.59321, 1, 0, 0.510634, 0.000990963 ), - 4, -0.704907, 1, 0, 0.498859, -0.00151824 ) ); - // itree = 816 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525887, 0.00538753 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503249, 0.000211046 ), 5, -0.78021, 1, 0, 0.50465, 0.00343893 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469753, -0.00497352 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504383, 0.000624962 ), 2, 2, 1, 0, 0.483968, -0.00836733 ), - 0, 9.53235, 1, 0, 0.501435, 0.00135392 ) ); - // itree = 817 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528517, 0.00338041 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502825, 0.000404512 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495613, -0.00139647 ), 1, 3, 1, 0, 0.50029, -0.00173055 ), - 0, 8.24309, 1, 0, 0.502148, 0.000940776 ) ); - // itree = 818 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465998, -0.000250879 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.628793, -0.00314595 ), 3, 0.89725, 1, 0, 0.495727, -0.00438974 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46072, 0.0054541 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.561155, 0.00313317 ), - 3, -0.788822, 1, 0, 0.524889, 0.0219871 ), - 2, 3, 1, 0, 0.498912, 0.000490656 ) ); - // itree = 819 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520396, 0.00253405 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501022, 0.00031659 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499676, -0.0034482 ), 1, 5, 1, 0, 0.500956, 0.00145071 ), - 0, 8.17687, 1, 0, 0.50199, 0.00211808 ) ); - // itree = 820 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.351666, 0.00124009 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524709, -0.00079069 ), 3, -0.895522, 1, 0, 0.497072, -0.00319715 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.534332, 0.00570618 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514452, 0.00133297 ), 5, -0.69149, 1, 0, 0.520322, 0.0167576 ), - 1, 4, 1, 0, 0.500374, 0.00203125 ) ); - // itree = 821 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492098, -0.000977612 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516165, 0.00214657 ), 2, 3, 1, 0, 0.494913, -0.000353125 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527969, 0.00263457 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496754, -0.00229652 ), 0, 9.26156, 1, 0, 0.517595, 0.00939766 ), - 1, 4, 1, 0, 0.498073, -0.00101384 ) ); - // itree = 822 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484203, -0.00223812 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494253, -0.000501944 ), 0, 8.61819, 1, 0, 0.492276, -0.00649238 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.545882, 0.00673842 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51555, 0.00119324 ), 5, 0.743545, 1, 0, 0.522202, 0.0153851 ), - 5, 0.0462008, 1, 0, 0.495982, -0.00378319 ) ); - // itree = 823 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.394899, 0.000134632 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.577481, 0.00306124 ), 3, 0.802229, 1, 0, 0.485065, 0.0098589 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500535, -0.00180332 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505546, -0.000237762 ), 0, 8.5443, 1, 0, 0.504722, -0.0039023 ), - 4, -0.702234, 1, 0, 0.49938, -0.000162551 ) ); - // itree = 824 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.446849, -0.00234648 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518973, 0.00112675 ), 4, -0.785941, 1, 0, 0.507382, 0.0048224 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419198, -0.0021222 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.606538, 0.000449747 ), 3, 0.802584, 1, 0, 0.491956, -0.00573582 ), - 0, 8.91595, 1, 0, 0.497886, -0.0016771 ) ); - // itree = 825 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480476, 0.0010046 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514893, -0.00265915 ), 3, -0.695852, 1, 0, 0.497796, -0.00810092 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513088, 0.00193284 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497691, 0.000344307 ), 0, 9.12642, 1, 0, 0.505288, 0.00761782 ), - 0, 8.43922, 1, 0, 0.504379, 0.00571108 ) ); - // itree = 826 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501809, -0.000144159 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531442, 0.00287623 ), 1, 3, 1, 0, 0.512064, -0.000231774 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.469801, -0.00432848 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49773, -0.000183168 ), 0, 8.92353, 1, 0, 0.494109, -0.00478073 ), - 0, 8.80336, 1, 0, 0.499417, -0.000998923 ) ); - // itree = 827 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493917, -0.000799548 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482954, -0.00255825 ), 1, 4, 1, 0, 0.492841, -1.8818e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543776, 0.00319272 ), 1, 5, 1, 0, 0.495221, -0.00179604 ) ); - // itree = 828 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448239, 0.000704093 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485141, 0.00585461 ), 1, 5, 1, 0, 0.449911, -0.000181406 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512387, -0.00481844 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.617721, 0.00106382 ), 3, 0.856138, 1, 0, 0.587627, -0.00473736 ), - 3, 0.802208, 1, 0, 0.501322, 0.00200309 ) ); - // itree = 829 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470688, 0.00127179 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.641211, -0.00103217 ), 3, 0.896957, 1, 0, 0.504743, 0.005779 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468353, -0.00149774 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.641684, 0.00154906 ), 3, 0.890704, 1, 0, 0.493502, -0.00665394 ), - 2, 2, 1, 0, 0.499953, -0.000342726 ) ); - // itree = 830 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503803, 0.00021862 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518177, 0.00330818 ), 0, 9.17836, 1, 0, 0.507966, 0.00574293 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461422, -0.00561962 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517632, 0.00115808 ), 4, 0.044946, 1, 0, 0.476733, -0.0138041 ), - 0, 9.53235, 1, 0, 0.503156, 0.00273212 ) ); - // itree = 831 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489194, -0.00180353 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500755, 0.00190023 ), 0, 9.32434, 1, 0, 0.492494, -0.00725437 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.37501, 0.00357946 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525832, 0.000329952 ), 3, -0.893952, 1, 0, 0.505816, 0.00419749 ), - 2, 2, 1, 0, 0.498101, -0.000635973 ) ); - // itree = 832 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475763, -0.0017501 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399518, -0.00117926 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560643, 0.000651053 ), 3, -0.801353, 1, 0, - 0.501173, 1.02275e-05 ), - 0, 8.24309, 1, 0, 0.499485, -0.00116964 ) ); - // itree = 833 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517213, 0.00116701 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497483, -0.000101398 ), 0, 8.47021, 1, 0, 0.500176, 0.00109285 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489454, -0.00390166 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500153, 0.000991548 ), 1, 3, 1, 0, 0.492558, -0.004048 ), - 2, 3, 1, 0, 0.499342, 0.000499244 ) ); - // itree = 834 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481517, 0.000470005 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496924, -0.00206191 ), 4, -0.689106, 1, 0, 0.492828, -0.012723 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467921, 0.00113071 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.644056, -0.0021426 ), 3, 0.89726, 1, 0, 0.500892, 0.00310033 ), - 0, 8.73592, 1, 0, 0.498784, -0.00103458 ) ); - // itree = 835 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505368, 0.00124185 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49271, -0.000908662 ), 0, 8.26442, 1, 0, 0.49364, -0.00411644 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426456, -9.89974e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594074, 0.00245819 ), 3, -0.706749, 1, 0, 0.510375, 0.00731628 ), - 1, 3, 1, 0, 0.499481, -0.000493157 ) ); - // itree = 836 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447725, -0.00849144 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492741, -0.00109505 ), 5, -0.802783, 1, 0, 0.476546, -0.0215574 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511772, 0.00185263 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501317, 2.4294e-05 ), 2, 2, 1, 0, 0.507175, -0.000493311 ), - 5, -0.69014, 1, 0, 0.503393, 0.00327623 ) ); - // itree = 837 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.448262, 0.000536102 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580276, -0.00137058 ), 3, 0.801007, 1, 0, 0.497801, -0.000939964 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543596, 0.00432645 ), 5, 0.7935, 1, 0, 0.50018, 0.000454214 ) ); - // itree = 838 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502543, 0.00109418 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547137, 0.00461893 ), 4, 0.0408136, 1, 0, 0.509593, 0.0104444 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50294, 0.000540116 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484483, -0.00208403 ), 2, 3, 1, 0, 0.501067, -1.94764e-05 ), - 1, 2, 1, 0, 0.503556, 0.00136018 ) ); - // itree = 839 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46673, 0.00044204 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504778, 0.00346279 ), 4, -0.833084, 1, 0, 0.490571, 0.0144854 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.529923, 0.00169313 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507404, -0.000164234 ), 0, 8.38306, 1, 0, 0.509778, 0.000907192 ), - 4, -0.70241, 1, 0, 0.504647, 0.00453454 ) ); - // itree = 840 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.413753, -0.00321148 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.611871, 0.0019339 ), 3, 0.897322, 1, 0, 0.465644, -0.0122641 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512993, 0.000814403 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513416, -0.00464093 ), 1, 5, 1, 0, 0.513011, 0.00267722 ), - 4, -0.701797, 1, 0, 0.500126, -0.000695521 ) ); - // itree = 841 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492389, 0.00226148 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501179, -0.00066938 ), 4, -0.702234, 1, 0, 0.499094, 0.000153852 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481867, -0.00279815 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497219, -0.00105706 ), 0, 8.73217, 1, 0, 0.493349, -0.010894 ), - 1, 3, 1, 0, 0.497069, -0.00170758 ) ); - // itree = 842 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490308, -0.00091942 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493031, 0.000853827 ), 1, 2, 1, 0, 0.492091, 0.00199813 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47763, -0.00497777 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527097, -0.000298759 ), 4, 0.758057, 1, 0, 0.51578, -0.0086184 ), - 4, 0.046733, 1, 0, 0.498673, -0.00137046 ) ); - // itree = 843 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467338, -0.00297207 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503028, -0.000563968 ), 0, 8.31868, 1, 0, 0.491124, -0.013259 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517973, 0.00271727 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498301, -7.70079e-05 ), 0, 8.8624, 1, 0, 0.50052, 0.0019432 ), - 0, 8.73592, 1, 0, 0.498049, -0.00205509 ) ); - // itree = 844 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.527225, 0.0023119 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510234, 0.000191849 ), 1, 3, 1, 0, 0.521385, -0.000697527 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491929, -0.00102649 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516122, 0.0023785 ), 1, 4, 1, 0, 0.495358, -0.00316952 ), - 0, 8.66464, 1, 0, 0.501246, 0.0010833 ) ); - // itree = 845 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.33101, -0.000782125 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.342778, -0.005471 ), 1, 3, 1, 0, 0.335994, -0.00420658 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536244, 0.00174395 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536004, -5.89329e-05 ), 0, 8.82929, 1, 0, 0.536084, 0.00484865 ), - 3, -0.896545, 1, 0, 0.50264, 0.00147581 ) ); - // itree = 846 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503464, -5.58154e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487712, -0.00317485 ), 0, 8.3456, 1, 0, 0.496489, -0.0136898 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490949, -0.00133387 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507627, 0.00147636 ), 1, 2, 1, 0, 0.502684, 0.00326416 ), - 0, 8.5443, 1, 0, 0.501645, 0.000484755 ) ); - // itree = 847 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489523, -0.00157084 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50242, 0.00047655 ), 0, 8.76832, 1, 0, 0.493031, -0.0094313 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.335953, -0.000399106 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544186, 0.00130215 ), 3, -0.896573, 1, 0, 0.504436, 0.00498095 ), - 0, 8.91595, 1, 0, 0.500074, -0.000531009 ) ); - // itree = 848 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491464, 0.00239489 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.556577, 0.00191627 ), 3, -0.701156, 1, 0, 0.524182, 0.0215726 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490963, -0.00122563 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503525, 0.00105148 ), 0, 9.17078, 1, 0, 0.49658, -0.00290645 ), - 0, 8.34941, 1, 0, 0.499217, -0.000567661 ) ); - // itree = 849 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516843, 0.002842 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501928, 0.000429267 ), 0, 8.18128, 1, 0, 0.502747, 0.00412096 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492389, -0.00372954 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504443, 0.00157091 ), 2, 2, 1, 0, 0.496525, -0.00424557 ), - 1, 4, 1, 0, 0.501872, 0.00165838 ) ); - // itree = 850 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522154, 0.00159956 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496814, -0.000236336 ), 0, 8.47044, 1, 0, 0.500307, 0.000951037 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486641, -0.00255961 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484061, -0.00715271 ), 5, 0.781372, 1, 0, 0.48607, -0.021774 ), - 1, 4, 1, 0, 0.498347, 0.000723312 ) ); - // itree = 851 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500568, 0.000335987 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511293, 0.00179219 ), 1, 3, 1, 0, 0.503564, 0.00250287 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48776, 5.70124e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511538, -0.00366693 ), 4, -0.69991, 1, 0, 0.499091, -0.0104491 ), - 5, 0.0492334, 1, 0, 0.503002, 0.00275843 ) ); - // itree = 852 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45747, 0.00205573 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.559656, -0.000112038 ), 3, -0.70725, 1, 0, 0.509037, 0.00718896 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489652, -0.00282411 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496937, 0.000193643 ), 0, 9.42619, 1, 0, 0.493978, -0.00501062 ), - 0, 9.22629, 1, 0, 0.503628, 0.00280701 ) ); - // itree = 853 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471522, -0.0025344 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502305, 0.000365876 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49511, -0.00200839 ), 1, 4, 1, 0, 0.501273, 0.000644893 ), - 0, 8.20497, 1, 0, 0.499528, -0.00138456 ) ); - // itree = 854 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543047, 0.00324457 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503704, -0.000287312 ), 1, 3, 1, 0, 0.529559, -0.000475272 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468464, -0.00127087 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509108, 0.000339494 ), 4, -0.702757, 1, 0, 0.497932, -0.000519572 ), - 0, 8.49571, 1, 0, 0.502482, 0.00250258 ) ); - // itree = 855 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.318702, -0.000784143 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444007, 0.00536133 ), 4, 0.795943, 1, 0, 0.360024, 0.00759053 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489359, -0.00249735 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528278, -0.000925705 ), 0, 8.33755, 1, 0, 0.524555, -0.00748227 ), - 3, -0.896305, 1, 0, 0.496811, -0.00494059 ) ); - // itree = 856 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466347, -0.00263716 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488961, -0.000882899 ), 0, 8.20497, 1, 0, 0.48759, -0.00671325 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436184, 0.00382765 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.605902, 0.000879937 ), 3, -0.895349, 1, 0, 0.543318, 0.0115823 ), - 4, 0.79865, 1, 0, 0.495897, -0.00398604 ) ); - // itree = 857 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471013, -0.000738653 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505475, 0.00084098 ), 4, -0.704837, 1, 0, 0.492361, 0.00162815 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508563, -0.00248867 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515346, -0.000981348 ), 0, 8.58501, 1, 0, 0.514204, -0.00837646 ), - 4, 0.046733, 1, 0, 0.498536, -0.00120044 ) ); - // itree = 858 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497366, 0.00577299 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526788, 8.92224e-05 ), 4, -0.698261, 1, 0, 0.513096, 0.0170232 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467236, -0.00167516 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513236, 0.000946588 ), 4, -0.70184, 1, 0, 0.501964, 0.00201152 ), - 5, -0.693049, 1, 0, 0.503349, 0.00387937 ) ); - // itree = 859 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48804, -0.00151548 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519846, 0.00164733 ), 1, 4, 1, 0, 0.493128, -0.00149667 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507466, 0.00212725 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518918, -0.00301834 ), 4, 0.793513, 1, 0, 0.508953, 0.00893922 ), - 2, 2, 1, 0, 0.49987, -0.000596568 ) ); - // itree = 860 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519324, 0.0012705 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494823, -0.000164346 ), 0, 8.84698, 1, 0, 0.502929, 0.00328127 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468201, -0.00172562 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.645232, 0.00183569 ), 3, 0.890423, 1, 0, 0.494823, -0.00739279 ), - 2, 2, 1, 0, 0.499477, 0.000284487 ) ); - // itree = 861 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415991, -0.00190414 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389579, 0.000452509 ), 0, 9.03239, 1, 0, 0.401823, -0.00602985 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.57121, 0.00371684 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558738, 0.000146072 ), 1, 2, 1, 0, 0.562601, 0.00378599 ), - 3, -0.80123, 1, 0, 0.502854, 0.0028377 ) ); - // itree = 862 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488375, 0.0015374 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.700678, 0.00791205 ), 3, 0.896375, 1, 0, 0.515342, 0.0145057 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.414183, 0.000725402 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542786, -0.00217148 ), 3, -0.802156, 1, 0, 0.493441, -0.0068987 ), - 1, 2, 1, 0, 0.499821, -0.0010115 ) ); - // itree = 863 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485967, 0.000679742 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461073, -0.00242347 ), 0, 8.59888, 1, 0, 0.465797, -0.00929086 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511015, 0.00055676 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548325, 0.00367731 ), 1, 4, 1, 0, 0.515701, 0.000914121 ), - 4, -0.701713, 1, 0, 0.501948, 0.00174292 ) ); - // itree = 864 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.432596, -0.00130831 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456941, 0.000656681 ), 4, 0.0487118, 1, 0, 0.43921, -0.00509772 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507064, -0.00397993 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60743, 0.00185844 ), 3, 0.819027, 1, 0, 0.598724, 0.00782294 ), - 3, 0.801026, 1, 0, 0.499443, -0.000218777 ) ); - // itree = 865 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407277, 0.00295455 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560417, 0.000379838 ), 3, 0.802353, 1, 0, 0.482974, 0.0105805 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.385335, 0.00176564 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531785, -0.000794288 ), 3, -0.895075, 1, 0, 0.507351, -0.00254723 ), - 4, -0.702029, 1, 0, 0.500658, 0.00105715 ) ); - // itree = 866 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478286, -0.00159938 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501742, 0.000475437 ), 0, 8.13359, 1, 0, 0.500644, 0.00202106 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.575954, 0.00583568 ), 4, 0.889792, 1, 0, 0.503613, 0.00313462 ) ); - // itree = 867 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528822, 0.0033518 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499006, -0.000248768 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48637, -0.00321247 ), 5, 0.0446311, 1, 0, - 0.497409, -0.00371783 ), - 0, 8.20497, 1, 0, 0.499179, -0.00160364 ) ); - // itree = 868 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500169, -0.000204069 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488435, -0.00217735 ), 0, 9.39449, 1, 0, 0.497628, -0.00302987 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493249, 0.00483081 ), 0, 9.97864, 1, 0, 0.497513, -0.00258135 ) ); - // itree = 869 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498706, -0.000171927 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476738, -0.00341324 ), 5, 0.0364643, 1, 0, 0.497015, -0.00272561 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547895, 0.00575762 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512862, -0.000773805 ), 5, 0.834141, 1, 0, 0.530647, 0.0157092 ), - 5, 0.790026, 1, 0, 0.49886, -0.00171429 ) ); - // itree = 870 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465614, 0.000330939 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53026, -0.00192539 ), 3, -0.698075, 1, 0, 0.498447, -0.0075344 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492229, -0.0012333 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503682, 0.00105977 ), 1, 2, 1, 0, 0.500356, 0.00202974 ), - 0, 8.70158, 1, 0, 0.499896, -0.000314181 ) ); - // itree = 871 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46252, -0.000995954 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509364, 0.00170799 ), 4, -0.815272, 1, 0, 0.50242, 0.00857881 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488321, -0.00609306 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531839, -0.000508481 ), 4, 0.81646, 1, 0, 0.524307, -0.00895406 ), - 4, 0.798528, 1, 0, 0.505715, 0.00593886 ) ); - // itree = 872 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516396, 0.000901681 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499618, -4.7741e-05 ), 0, 8.5724, 1, 0, 0.502632, 0.00137808 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483319, -0.00452895 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495749, -0.000550957 ), 0, 8.90388, 1, 0, 0.490785, -0.0149369 ), - 2, 3, 1, 0, 0.501315, -0.000439923 ) ); - // itree = 873 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506671, 0.000712923 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495933, -0.000325543 ), 0, 8.96379, 1, 0, 0.500612, 0.00174114 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528179, -0.00370473 ), 4, 0.889156, 1, 0, 0.501721, 0.00091798 ) ); - // itree = 874 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.454016, -0.0029478 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472814, -0.000576736 ), 0, 8.80503, 1, 0, 0.467211, -0.0099944 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500028, -0.00119074 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.519852, 0.00133996 ), 2, 2, 1, 0, 0.508831, -0.000311004 ), - 4, -0.704907, 1, 0, 0.49748, -0.0031989 ) ); - // itree = 875 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479888, -0.00350345 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488941, -0.00100139 ), 0, 9.2582, 1, 0, 0.48295, -0.0190311 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484989, -0.000975161 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54187, 0.00144312 ), 4, 0.794466, 1, 0, 0.495872, -0.00330672 ), - 1, 2, 1, 0, 0.492101, -0.00325586 ) ); - // itree = 876 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497782, -0.000164281 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490442, -0.00222034 ), 1, 4, 1, 0, 0.496927, -0.000687137 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426858, 0.000931477 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.656344, 0.00615273 ), 3, -0.704671, 1, 0, 0.536089, 0.0193298 ), - 5, 0.791224, 1, 0, 0.499037, -0.0013372 ) ); - // itree = 877 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508798, 0.000631114 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482657, -0.00178707 ), 0, 8.86191, 1, 0, 0.504001, 0.00220201 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.407725, -0.0112571 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492106, -0.00123493 ), 4, -0.892817, 1, 0, 0.488365, -0.00778207 ), - 0, 8.95941, 1, 0, 0.494917, -0.00359817 ) ); - // itree = 878 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508809, 0.0015259 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526248, -0.000422129 ), 4, 0.0444223, 1, 0, 0.513456, 0.00896132 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495343, -0.000611835 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499395, 0.0026969 ), 0, 9.66845, 1, 0, 0.495895, -0.00163166 ), - 0, 8.80726, 1, 0, 0.50112, 0.00152004 ) ); - // itree = 879 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492272, -0.000290158 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543666, 0.0022425 ), 4, 0.802994, 1, 0, 0.498216, -7.79432e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522885, -0.00579451 ), 4, 0.892405, 1, 0, 0.499093, -0.00113488 ) ); - // itree = 880 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465727, -0.000293123 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494152, 0.00296085 ), 4, 0.796457, 1, 0, 0.469611, 0.000772475 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572324, -0.00408984 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.674214, -0.000704769 ), 3, 0.928049, 1, 0, 0.629753, -0.0124955 ), - 3, 0.896593, 1, 0, 0.497895, -0.00157094 ) ); - // itree = 881 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.480146, 0.00552423 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521711, 0.00375387 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499373, -0.000216782 ), 5, -0.784085, 1, 0, - 0.500488, -0.000213332 ), - 4, -0.892962, 1, 0, 0.49977, 0.000760982 ) ); - // itree = 882 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533941, 0.00342031 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496973, -0.000946172 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49766, 0.000300767 ), 0, 8.87908, 1, 0, 0.497438, -0.00156567 ), - 0, 8.14088, 1, 0, 0.499164, 0.000145676 ) ); - // itree = 883 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.436541, -0.0024682 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501523, 0.000368063 ), 4, -0.893441, 1, 0, 0.499072, 0.00175613 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52481, -0.00379373 ), 4, 0.890071, 1, 0, 0.500085, 0.000875027 ) ); - // itree = 884 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506102, 0.00123508 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494471, -0.000815809 ), 1, 3, 1, 0, 0.502406, 0.00335322 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544115, 0.00538646 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533835, 0.0036197 ), 5, 0.815347, 1, 0, 0.538055, 0.0268438 ), - 5, 0.780232, 1, 0, 0.504665, 0.00513034 ) ); - // itree = 885 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442427, -0.00234973 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497346, 0.000752357 ), 5, -0.77209, 1, 0, 0.494857, 0.00397421 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484727, -0.00365807 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.52146, -0.000708322 ), 4, 0.744979, 1, 0, 0.515982, -0.00706994 ), - 4, 0.0459517, 1, 0, 0.500734, 0.000901901 ) ); - // itree = 886 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.409914, 0.000453219 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547474, -0.00109833 ), 3, -0.801922, 1, 0, 0.495914, -0.00347661 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546585, 0.0041482 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499223, 4.86403e-05 ), 0, 8.86882, 1, 0, 0.516219, 0.010963 ), - 2, 3, 1, 0, 0.498143, -9.88126e-05 ) ); - // itree = 887 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442449, 0.000697307 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447525, -0.00117407 ), 2, 2, 1, 0, 0.444677, 0.000439353 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550242, 0.000707353 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.651166, 0.00400173 ), 3, 0.883502, 1, 0, 0.605358, 0.0142419 ), - 3, 0.802609, 1, 0, 0.505332, 0.00507439 ) ); - // itree = 888 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.399469, 0.00255029 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518165, -0.000784112 ), 3, -0.891505, 1, 0, 0.500417, -0.00260671 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507922, 0.00180799 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508532, 0.0104923 ), 0, 9.97024, 1, 0, 0.507954, 0.00938809 ), - 0, 9.09603, 1, 0, 0.503969, 0.00304552 ) ); - // itree = 889 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.389081, -0.00270022 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.419653, 0.000455494 ), 2, 2, 1, 0, 0.401006, -0.00229724 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496836, 0.00209852 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570942, -0.000192773 ), 3, -0.716461, 1, 0, 0.556348, 0.00188474 ), - 3, -0.801893, 1, 0, 0.498217, -0.00233023 ) ); - // itree = 890 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501075, 0.000100674 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510986, 0.0013005 ), 1, 3, 1, 0, 0.504562, -0.000291332 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473846, -0.00508935 ), 0, 9.81943, 1, 0, 0.503018, 0.00239726 ) ); - // itree = 891 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49817, 0.000481395 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511911, 0.00447513 ), 5, 0.0554718, 1, 0, 0.499519, 0.00559115 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501419, -0.00415573 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.535617, -0.000132845 ), 5, -0.691826, 1, 0, 0.524502, -0.0085723 ), - 4, 0.796041, 1, 0, 0.503416, 0.00338174 ) ); - // itree = 892 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.47864, 0.00121497 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504036, -0.00317739 ), 3, -0.791923, 1, 0, 0.495061, -0.0167205 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494926, 0.000228838 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.554707, 0.00377001 ), 4, 0.796457, 1, 0, 0.504635, 0.00433008 ), - 0, 8.47021, 1, 0, 0.503325, 0.00145 ) ); - // itree = 893 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472691, -0.00263329 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500385, -0.00148447 ), 0, 8.19197, 1, 0, 0.489014, -0.0196312 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492768, -0.000962211 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511006, 0.00154044 ), 2, 2, 1, 0, 0.50053, 0.000953819 ), - 0, 8.47021, 1, 0, 0.498983, -0.0023277 ) ); - // itree = 894 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422316, -0.00539158 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504427, 0.000463968 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502081, -0.00168045 ), 5, 0.0498965, 1, 0, - 0.504157, 0.00140054 ), - 4, -0.891542, 1, 0, 0.501046, 0.000248872 ) ); - // itree = 895 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479133, -0.00175193 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540255, 0.00276754 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499482, 4.7715e-05 ), 0, 8.47685, 1, 0, 0.503067, 0.00256631 ), - 0, 8.18757, 1, 0, 0.501758, 0.00144428 ) ); - // itree = 896 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500245, 9.72852e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.579518, 0.00777374 ), 4, 0.890019, 1, 0, 0.502656, 0.00179833 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491563, 0.00232809 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501627, -0.00403668 ), 4, -0.795747, 1, 0, 0.497601, -0.0101681 ), - 5, 0.0548487, 1, 0, 0.502018, 0.000288448 ) ); - // itree = 897 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503183, -0.00026636 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512151, 0.00189479 ), 0, 8.77381, 1, 0, 0.508392, 0.00580042 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.482414, -0.00328067 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505957, 0.000753707 ), 1, 3, 1, 0, 0.4905, -0.00772904 ), - 0, 9.26688, 1, 0, 0.502531, 0.00133875 ) ); - // itree = 898 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499375, -0.000154591 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515466, 0.00175427 ), 1, 4, 1, 0, 0.501326, -0.000777062 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4882, -6.99712e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.621232, 0.0103837 ), 4, -0.703188, 1, 0, 0.550621, 0.0296528 ), - 5, 0.793219, 1, 0, 0.504036, 0.00214155 ) ); - // itree = 899 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440435, 0.00202298 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.569154, -3.59766e-06 ), 3, -0.706848, 1, 0, 0.505851, 0.00634422 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481698, 0.00554145 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499306, -0.00125887 ), 4, -0.890158, 1, 0, 0.49802, -0.00525226 ), - 1, 3, 1, 0, 0.503125, 0.00100445 ) ); - // itree = 900 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515223, 0.00264854 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508707, -0.000368085 ), 2, 2, 1, 0, 0.512201, -0.000260239 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477545, -0.0026711 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500078, -0.000142657 ), 0, 8.35189, 1, 0, 0.497884, -0.00329191 ), - 1, 2, 1, 0, 0.502071, -0.000762027 ) ); - // itree = 901 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418796, -0.00110192 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.429649, -0.00300807 ), 4, 0.79865, 1, 0, 0.420666, -0.00902931 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56465, -0.000962456 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581765, 0.00140218 ), 1, 2, 1, 0, 0.576764, 0.00231569 ), - 3, -0.706804, 1, 0, 0.4989, -0.00231323 ) ); - // itree = 902 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474237, -0.00205401 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505013, 0.00123662 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497813, -0.000781549 ), 5, -0.784302, 1, 0, - 0.498244, -0.00405595 ), - 0, 8.14088, 1, 0, 0.497133, -0.00489709 ) ); - // itree = 903 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.44883, 0.000440559 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426285, -0.00298771 ), 4, 0.796457, 1, 0, 0.445673, -0.00012825 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.612336, 0.00279218 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.58612, -0.000428721 ), 2, 2, 1, 0, 0.601941, 0.00092815 ), - 3, 0.802564, 1, 0, 0.504202, 0.00339795 ) ); - // itree = 904 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.467544, -0.00298205 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499508, -0.000145624 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496412, -0.00361635 ), 5, 0.790159, 1, 0, - 0.499333, -0.00199107 ), - 0, 8.26161, 1, 0, 0.496975, -0.00407136 ) ); - // itree = 905 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466127, -0.00128644 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513791, 0.0011859 ), 4, -0.79779, 1, 0, 0.505536, 0.00511757 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495916, -0.00100727 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478315, -0.00766586 ), 0, 9.61094, 1, 0, 0.49392, -0.00848564 ), - 2, 2, 1, 0, 0.500619, 3.64096e-05 ) ); - // itree = 906 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.41574, 0.00403983 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.580362, -0.000860241 ), 3, 0.894028, 1, 0, 0.478433, 0.0125152 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50071, -0.000864803 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507374, 0.00057088 ), 0, 9.00778, 1, 0, 0.504279, -0.00184491 ), - 4, -0.798862, 1, 0, 0.500446, 0.000284474 ) ); - // itree = 907 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463687, -0.00457728 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499595, -0.000214729 ), 5, -0.78285, 1, 0, 0.498382, -0.00218351 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543642, 0.00434679 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512669, 0.00125372 ), 0, 9.02692, 1, 0, 0.527484, 0.0200313 ), - 1, 4, 1, 0, 0.502456, 0.000749552 ) ); - // itree = 908 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484365, -0.00119368 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504596, 0.000875337 ), 0, 8.31257, 1, 0, 0.502859, 0.00368443 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494072, -0.00500109 ), 1, 5, 1, 0, 0.502431, -0.00153836 ) ); - // itree = 909 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.444806, -0.00276872 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.567579, 0.000202403 ), 3, 0.797275, 1, 0, 0.488173, -0.0156003 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501691, 0.000802544 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493182, -0.00172414 ), 1, 3, 1, 0, 0.498712, -0.000119557 ), - 0, 8.80726, 1, 0, 0.495482, -0.00506947 ) ); - // itree = 910 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506235, 0.00159047 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460843, 0.00275197 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496438, -0.00111478 ), 4, -0.890158, 1, 0, 0.49506, -0.005907 ), - 0, 8.24287, 1, 0, 0.495802, -0.00444925 ) ); - // itree = 911 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50432, 0.00237392 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499577, -2.73363e-05 ), 5, -0.690538, 1, 0, 0.500113, 0.00150697 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512361, -0.00598005 ), 4, 0.890161, 1, 0, 0.50062, 0.000105027 ) ); - // itree = 912 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.465354, -0.00449525 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504875, 0.000906808 ), 5, -0.755678, 1, 0, 0.477959, -0.0172016 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495471, -0.000209173 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.548337, 0.00211596 ), 4, 0.795611, 1, 0, 0.501711, 0.000239783 ), - 5, -0.691197, 1, 0, 0.498805, -0.00189428 ) ); - // itree = 913 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507563, 0.000951424 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492175, -0.000963836 ), 1, 2, 1, 0, 0.496937, -1.90421e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540716, 0.00407946 ), 1, 5, 1, 0, 0.498951, -0.00153513 ) ); - // itree = 914 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504932, 0.000458481 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504731, 0.00360655 ), 0, 9.4338, 1, 0, 0.504889, 0.00544055 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496952, -0.00339717 ), 1, 5, 1, 0, 0.5045, 0.000626821 ) ); - // itree = 915 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.422321, -0.0010884 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.572422, 0.000557982 ), 3, -0.707723, 1, 0, 0.499906, -0.0015088 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463475, 0.00143284 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.677783, 0.00514748 ), 3, 0.894111, 1, 0, 0.520641, 0.0140981 ), - 5, 0.0497204, 1, 0, 0.502584, 0.000506974 ) ); - // itree = 916 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473417, -0.00156576 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493988, 0.000191955 ), 0, 8.28267, 1, 0, 0.492331, -0.000224222 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501679, -0.0034144 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532779, 0.00111609 ), 2, 2, 1, 0, 0.513222, -0.000722324 ), - 4, 0.0475076, 1, 0, 0.498118, -0.00330141 ) ); - // itree = 917 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.46096, -0.00311497 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507918, 0.000887359 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487375, -0.0021503 ), 0, 9.41899, 1, 0, 0.503103, 0.00265544 ), - 0, 8.20497, 1, 0, 0.500704, 0.000719237 ) ); - // itree = 918 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479971, -0.00155424 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546427, 0.00268898 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497883, -0.000335797 ), 0, 8.45605, 1, 0, - 0.50026, -0.000567473 ), - 0, 8.31257, 1, 0, 0.498512, -0.00190186 ) ); - // itree = 919 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.430869, -0.00164051 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451085, -0.000105341 ), 4, 0.0487118, 1, 0, 0.436415, -0.00791738 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.531406, -0.00155101 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.624159, 0.00159881 ), 3, 0.856549, 1, 0, 0.597041, 0.00337024 ), - 3, 0.802609, 1, 0, 0.49696, -0.00366274 ) ); - // itree = 920 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496473, 0.00218837 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550774, -0.00025995 ), 3, 0.789799, 1, 0, 0.516049, 0.0127919 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48471, -0.00082092 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530294, 0.00176693 ), 4, 0.046733, 1, 0, 0.497539, -0.000636147 ), - 0, 8.5443, 1, 0, 0.500584, 0.00157239 ) ); - // itree = 921 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505507, 0.00183699 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495773, -0.000725757 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517449, 0.00205102 ), 2, 3, 1, 0, 0.498152, -0.00174642 ), - 0, 8.19324, 1, 0, 0.498557, -0.00162768 ) ); - // itree = 922 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476946, -0.00283129 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500575, 0.000231316 ), 5, -0.690476, 1, 0, 0.498382, -0.000242009 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497538, -0.000625585 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4778, -0.00462193 ), 5, -0.691701, 1, 0, 0.483717, -0.0215916 ), - 1, 4, 1, 0, 0.49631, -0.000758311 ) ); - // itree = 923 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472654, 0.00318858 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.401107, 0.00136886 ), 0, 8.7891, 1, 0, 0.420542, 0.0126936 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.542666, -0.000960672 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.619076, 0.00375081 ), 5, 0.0429606, 1, 0, 0.550144, -0.00341078 ), - 3, -0.801893, 1, 0, 0.502268, 0.00253834 ) ); - // itree = 924 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487361, -0.00117831 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510807, 0.00105688 ), 5, -0.69167, 1, 0, 0.508008, 0.00659275 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486618, -0.000451399 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.503827, -0.00383594 ), 4, 0.0437151, 1, 0, 0.491541, -0.00656596 ), - 0, 9.0014, 1, 0, 0.499024, -0.00058604 ) ); - // itree = 925 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511332, 0.000687467 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495086, -0.0010323 ), 0, 8.44499, 1, 0, 0.498309, -0.00423395 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495249, 3.55309e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530866, 0.00705827 ), 1, 4, 1, 0, 0.500285, 0.00383619 ), - 0, 9.23951, 1, 0, 0.499002, -0.0012784 ) ); - // itree = 926 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515388, 0.00119476 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494959, -0.000405875 ), 0, 8.46791, 1, 0, 0.497801, -0.000365396 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.441345, 0.0033393 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.571063, 5.90997e-05 ), 3, -0.800976, 1, 0, 0.515065, 0.00917528 ), - 1, 4, 1, 0, 0.500236, -0.000853463 ) ); - // itree = 927 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488904, -0.000399416 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524472, 0.00167345 ), 0, 8.21094, 1, 0, 0.515616, 0.0105191 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494547, -0.000728474 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50867, 0.0116142 ), 0, 9.9775, 1, 0, 0.49503, -0.00274987 ), - 0, 8.69274, 1, 0, 0.499889, 0.000382395 ) ); - // itree = 928 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.440477, -0.000136398 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.565423, -0.0020325 ), 3, 0.802842, 1, 0, 0.485839, -0.00493379 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505765, -0.000613949 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54421, 0.00225332 ), 4, 0.783412, 1, 0, 0.529801, 0.00688257 ), - 4, 0.0486293, 1, 0, 0.498129, -0.0016303 ) ); - // itree = 929 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491994, 0.0022204 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476059, 4.94095e-05 ), 0, 9.1424, 1, 0, 0.484956, 0.0094126 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460559, -0.00348978 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505354, -0.000589445 ), 0, 8.24287, 1, 0, 0.502253, -0.00587032 ), - 4, -0.701862, 1, 0, 0.497564, -0.00172742 ) ); - // itree = 930 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511301, 0.0021424 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498158, -0.000118853 ), 0, 8.20497, 1, 0, 0.498964, 0.000642352 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507802, -0.00215612 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.476188, -0.00630227 ), 1, 4, 1, 0, 0.491728, -0.0192261 ), - 5, 0.790974, 1, 0, 0.498578, -0.000803228 ) ); - // itree = 931 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498164, 0.000546709 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.474452, -0.00358545 ), 0, 9.67, 1, 0, 0.49604, 0.00226776 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499152, -0.00495291 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546628, 0.00273837 ), 0, 9.11696, 1, 0, 0.521883, -0.0143078 ), - 4, 0.796378, 1, 0, 0.500057, -0.000309113 ) ); - // itree = 932 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506772, 0.00150898 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493905, -0.00114335 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499612, 0.000286259 ), 0, 9.11547, 1, 0, - 0.496646, -0.00387704 ), - 0, 8.20497, 1, 0, 0.497246, -0.00270975 ) ); - // itree = 933 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492853, -0.000857902 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514915, 0.00161562 ), 5, 0.052559, 1, 0, 0.495525, -0.00350528 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.550129, 0.00520342 ), 1, 5, 1, 0, 0.498069, -0.0015618 ) ); - // itree = 934 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.424949, -0.000256435 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573193, 0.000811494 ), 3, -0.707596, 1, 0, 0.499808, 0.00175861 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5001, -0.00299109 ), 5, 0.793101, 1, 0, 0.499823, 0.000766976 ) ); - // itree = 935 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50308, 0.000834407 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494981, -0.00236307 ), 2, 3, 1, 0, 0.502144, -0.000360376 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507396, -0.000916781 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461592, -0.00591166 ), 2, 2, 1, 0, 0.492103, 0.000400966 ), - 1, 4, 1, 0, 0.500729, 0.000149768 ) ); - // itree = 936 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.524054, 0.00222119 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499022, 0.000264561 ), 0, 8.35225, 1, 0, 0.50149, 0.003565 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515687, -0.00464946 ), 4, 0.888406, 1, 0, 0.502088, 0.00233944 ) ); - // itree = 937 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.397711, 0.00559889 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.358487, 0.00168902 ), 5, -0.689638, 1, 0, 0.365638, 0.0135603 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.443708, -0.0019983 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.555287, 0.000405011 ), 3, -0.806371, 1, 0, 0.529808, -0.00101867 ), - 3, -0.89629, 1, 0, 0.502273, 0.00142652 ) ); - // itree = 938 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470124, 0.000244938 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506226, -0.00280839 ), 3, -0.702047, 1, 0, 0.488157, -0.0130663 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516921, 0.00127324 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495086, -0.000610571 ), 0, 8.74506, 1, 0, 0.499246, -0.000516727 ), - 0, 8.33767, 1, 0, 0.498223, -0.00167378 ) ); - // itree = 939 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472482, -0.00279212 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547633, 0.00143451 ), 4, 0.782202, 1, 0, 0.484378, -0.0193758 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491467, 0.00710786 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502988, 0.000777144 ), 4, -0.892817, 1, 0, 0.502513, 0.00516193 ), - 0, 8.80298, 1, 0, 0.497126, -0.00212665 ) ); - // itree = 940 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479225, 0.000718316 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512953, -0.00325749 ), 3, -0.698881, 1, 0, 0.496542, -0.0130938 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515588, 0.00196944 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497928, -5.9337e-06 ), 0, 8.67677, 1, 0, 0.499179, 0.00115502 ), - 0, 8.55001, 1, 0, 0.498729, -0.00127482 ) ); - // itree = 941 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51678, 0.00177436 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496026, -0.000364949 ), 0, 8.35319, 1, 0, - 0.498031, -0.000220588 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.544176, 0.0045391 ), 1, 5, 1, 0, 0.50027, 0.00134747 ) ); - // itree = 942 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498909, -0.000391258 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.485998, -0.00259903 ), 5, 0.0503667, 1, 0, 0.497308, -0.00490849 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495028, 0.000482082 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.54305, 0.00763843 ), 5, 0.0429606, 1, 0, 0.501011, 0.00543153 ), - 0, 9.26688, 1, 0, 0.498516, -0.00153328 ) ); - // itree = 943 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49764, 0.00280198 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445383, 0.000562152 ), 0, 8.23505, 1, 0, 0.449092, 0.00524964 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477437, -0.00781492 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.598457, 3.59381e-05 ), 3, 0.820826, 1, 0, 0.587756, -0.00439306 ), - 3, 0.802842, 1, 0, 0.500536, 0.00167221 ) ); - // itree = 944 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490651, -0.000146048 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505945, 0.00174657 ), 2, 2, 1, 0, 0.497444, -0.000280499 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.53146, 8.34005e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.514873, -0.005987 ), 0, 9.1892, 1, 0, 0.524526, -0.00955915 ), - 4, 0.795935, 1, 0, 0.501595, 0.00201174 ) ); - // itree = 945 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4621, -0.000903149 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.415839, -0.00902244 ), 4, -0.817056, 1, 0, 0.454073, -0.0143043 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495292, 0.00182991 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505097, -0.000444023 ), 4, -0.714189, 1, 0, 0.503689, -0.000667785 ), - 4, -0.799093, 1, 0, 0.496233, -0.00271696 ) ); - // itree = 946 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.487529, -0.00154878 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497618, 0.000131382 ), 0, 9.11959, 1, 0, 0.492112, -0.00669831 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.513891, 0.00184247 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495205, 0.000289199 ), 1, 3, 1, 0, 0.508127, 0.00467432 ), - 2, 2, 1, 0, 0.498847, -0.000776866 ) ); - // itree = 947 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.490085, -1.16299e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.539559, 0.00571726 ), 1, 5, 1, 0, 0.492237, -0.00128733 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508657, -0.00229488 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.540458, 0.00660361 ), 0, 9.64525, 1, 0, 0.511831, -0.0111985 ), - 4, 0.046733, 1, 0, 0.497756, -0.00203758 ) ); - // itree = 948 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445868, 0.000318619 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.405611, -0.00316306 ), 5, 0.791373, 1, 0, 0.443892, 0.000923558 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488898, -0.00503787 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.59347, -0.000975972 ), 3, 0.820587, 1, 0, 0.583658, -0.00857432 ), - 3, 0.802609, 1, 0, 0.496574, -0.00265648 ) ); - // itree = 949 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479926, -0.00261905 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516484, 0.001539 ), 1, 3, 1, 0, 0.492791, 0.000166392 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510666, 0.00202375 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498078, -3.85049e-05 ), 0, 9.0782, 1, 0, 0.502593, 0.00476985 ), - 0, 8.69274, 1, 0, 0.500216, 0.000929563 ) ); - // itree = 950 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494061, 0.00307095 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512041, 0.000512477 ), 4, -0.781877, 1, 0, 0.509058, 0.00792369 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463649, -0.00522348 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497485, -0.00027138 ), 0, 9.05605, 1, 0, 0.492466, -0.00593549 ), - 0, 8.94827, 1, 0, 0.499265, -0.000256328 ) ); - // itree = 951 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493788, -0.00112512 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502449, 0.00113858 ), 0, 8.50103, 1, 0, 0.501141, 0.00385715 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510718, -0.00586605 ), 4, 0.889873, 1, 0, 0.501506, 0.00249815 ) ); - // itree = 952 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479329, 0.00018517 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.578725, 0.00309932 ), 3, 0.789313, 1, 0, 0.515781, 0.0124199 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478488, 0.00171788 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500732, -0.000655158 ), 4, -0.7965, 1, 0, 0.49741, -0.00195079 ), - 0, 8.43922, 1, 0, 0.499665, -0.000186718 ) ); - // itree = 953 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.532248, 0.00510646 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.504016, 0.000829474 ), 5, -0.785321, 1, 0, 0.506028, 0.00734414 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.471703, -0.00243924 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499838, -0.000204974 ), 0, 8.42853, 1, 0, 0.49624, -0.0040556 ), - 2, 2, 1, 0, 0.501849, 6.37261e-05 ) ); - // itree = 954 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495366, -0.000772638 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499074, 0.000429201 ), 0, 8.73592, 1, 0, 0.498105, -0.000171461 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.543153, 0.00313881 ), 1, 5, 1, 0, 0.500275, -0.000897891 ) ); - // itree = 955 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.452866, -0.0037355 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526724, 0.00154237 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494602, -0.000787709 ), 0, 8.42232, 1, 0, - 0.497162, -0.00296568 ), - 0, 8.12818, 1, 0, 0.495096, -0.00470787 ) ); - // itree = 956 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.426768, -0.00142913 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.395875, 0.0013283 ), 0, 9.42361, 1, 0, 0.42014, -0.00681925 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553144, -0.00486759 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.573473, 0.000550776 ), 5, -0.785435, 1, 0, 0.572295, 0.00160651 ), - 3, -0.706848, 1, 0, 0.496644, -0.00258273 ) ); - // itree = 957 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.383784, 0.000374453 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.456426, -0.00185821 ), 3, -0.861906, 1, 0, 0.4198, -0.00540015 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.56765, 0.00125382 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582797, -0.00189558 ), 0, 9.22629, 1, 0, 0.573134, 0.00309726 ), - 3, -0.707782, 1, 0, 0.496862, -0.00112956 ) ); - // itree = 958 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.484005, -0.000849311 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.55003, 0.00322728 ), 0, 8.213, 1, 0, 0.515179, 0.0104959 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.489387, -0.00196272 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496387, -0.000184732 ), 0, 8.54002, 1, 0, 0.49599, -0.00204426 ), - 0, 8.40911, 1, 0, 0.498177, -0.000615134 ) ); - // itree = 959 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.472705, -7.96533e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460697, -0.00343619 ), 4, -0.757698, 1, 0, 0.470016, -0.00552372 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50295, -0.00208919 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.512852, 0.000985338 ), 5, -0.689576, 1, 0, 0.511937, 0.00449097 ), - 4, -0.70241, 1, 0, 0.500549, 0.00177056 ) ); - // itree = 960 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497908, -3.82792e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.4871, -0.00291043 ), 2, 3, 1, 0, 0.49667, -0.000536128 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50424, 0.00125606 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5087, 0.007704 ), 0, 9.97975, 1, 0, 0.504487, 0.00658389 ), - 0, 9.11147, 1, 0, 0.500231, 0.00157308 ) ); - // itree = 961 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499205, -5.77755e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507127, 0.00289229 ), 0, 9.26688, 1, 0, 0.501768, 0.00356475 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49395, -0.00296478 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497291, 0.000564499 ), 2, 2, 1, 0, 0.495057, 0.000146329 ), - 5, 0.0529474, 1, 0, 0.500934, 0.00172682 ) ); - // itree = 962 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511941, 0.00226051 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.488446, -0.00216552 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500278, 5.31391e-05 ), 1, 2, 1, 0, 0.496864, -0.00402486 ), - 0, 8.26181, 1, 0, 0.497949, -0.0017162 ) ); - // itree = 963 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.457213, -0.00189612 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510612, 0.00074522 ), 4, -0.799093, 1, 0, 0.502727, 0.0024339 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.338184, -0.0115877 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.602414, -0.00227961 ), 3, -0.707498, 1, 0, 0.475562, -0.0200491 ), - 0, 9.79783, 1, 0, 0.501208, 0.0011763 ) ); - // itree = 964 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511649, 0.00251184 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495649, -0.000710204 ), 5, -0.78419, 1, 0, 0.496577, -0.00353572 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.394392, 0.00152488 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.666806, 0.0105767 ), 3, 0.802075, 1, 0, 0.504951, 0.0158643 ), - 0, 9.7633, 1, 0, 0.497105, -0.00231367 ) ); - // itree = 965 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499139, 0.00480491 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494015, 2.87603e-05 ), 5, -0.779403, 1, 0, 0.494201, 0.00123744 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.418661, 0.00100659 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581129, -0.00245279 ), 3, -0.895347, 1, 0, 0.524599, -0.00755139 ), - 4, 0.79618, 1, 0, 0.498965, -0.000139899 ) ); - // itree = 966 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.447817, 0.000730733 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.574263, -0.00108754 ), 3, 0.802842, 1, 0, 0.493902, 0.000517944 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498131, -0.00516933 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538659, 0.00110551 ), 1, 3, 1, 0, 0.520304, -0.00454762 ), - 4, 0.792629, 1, 0, 0.49827, -0.00133355 ) ); - // itree = 967 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.511203, 0.00192304 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.458697, -0.000980454 ), 0, 8.43808, 1, 0, 0.465777, -0.00249423 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.626484, 0.000103803 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.712832, 0.00507693 ), 4, 0.0452317, 1, 0, 0.654176, 0.00871605 ), - 3, 0.89726, 1, 0, 0.498483, -0.000548173 ) ); - // itree = 968 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481519, -0.00165086 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521765, 0.00100696 ), 4, 0.0452317, 1, 0, 0.491545, -0.00637079 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.536648, 0.00327225 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495979, -0.000680649 ), 0, 8.58902, 1, 0, 0.50323, 0.00238765 ), - 1, 3, 1, 0, 0.495635, 0.000910445 ) ); - // itree = 969 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.466106, -0.00244388 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498958, 0.000283273 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.570947, 0.00523061 ), 4, 0.892518, 1, 0, 0.501674, 0.00269087 ), - 0, 8.17687, 1, 0, 0.499801, 0.00124168 ) ); - // itree = 970 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.371059, -0.00329318 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420013, 0.00197369 ), 5, -0.780399, 1, 0, 0.416259, 0.00959424 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553182, 0.000900573 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546291, -0.00141104 ), 1, 2, 1, 0, 0.548463, -0.00101405 ), - 3, -0.801655, 1, 0, 0.500012, 0.000720816 ) ); - // itree = 971 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.520262, 0.00185215 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.495575, 2.70794e-05 ), 0, 8.89914, 1, 0, 0.504584, 0.00598515 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.463054, -0.0034187 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496373, -0.000645421 ), 0, 8.43061, 1, 0, 0.492425, -0.00676501 ), - 2, 2, 1, 0, 0.499452, -0.000168414 ) ); - // itree = 972 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493704, -1.24558e-05 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.479444, -0.00191888 ), 0, 8.90427, 1, 0, 0.484876, -0.00594245 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.522769, 0.00193246 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528649, -0.00127239 ), 4, 0.820479, 1, 0, 0.525249, 0.00415551 ), - 4, 0.0472789, 1, 0, 0.496304, -0.00308412 ) ); - // itree = 973 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498509, 0.00328125 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51555, 0.00097022 ), 4, -0.700422, 1, 0, 0.510932, 0.0122816 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.411865, 0.00153268 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.582877, -0.00112945 ), 3, -0.707726, 1, 0, 0.498968, 0.000743388 ), - 0, 9.1424, 1, 0, 0.505821, 0.0073527 ) ); - // itree = 974 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493184, -0.0010487 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496621, 8.5607e-05 ), 0, 8.83827, 1, 0, 0.49551, -0.0026534 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.453403, -0.00272681 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.528228, 0.00252377 ), 4, -0.79779, 1, 0, 0.510545, 0.00838056 ), - 1, 3, 1, 0, 0.500767, -0.00111739 ) ); - // itree = 975 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.316442, -0.00521775 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.552907, -0.000431226 ), 3, 0.799698, 1, 0, 0.453184, -0.014464 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462335, 0.000969698 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.597599, -0.000926234 ), 3, 0.802661, 1, 0, 0.508473, 0.00239749 ), - 4, -0.797621, 1, 0, 0.500171, -0.000134397 ) ); - // itree = 976 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.486494, 0.00213839 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505859, -7.86236e-05 ), 4, -0.701494, 1, 0, 0.501378, 0.00261238 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.461246, -0.00498278 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.51562, -0.000591964 ), 5, 0.78075, 1, 0, 0.488012, -0.0182457 ), - 5, 0.0503538, 1, 0, 0.49971, 1.00493e-05 ) ); - // itree = 977 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506835, 0.000535193 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517373, 0.00371504 ), 0, 8.9191, 1, 0, 0.509014, 0.00859049 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492023, -0.000755138 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.558093, 0.00542725 ), 4, 0.886118, 1, 0, 0.495467, -0.002194 ), - 0, 9.04212, 1, 0, 0.501955, 0.00297141 ) ); - // itree = 978 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.510502, 0.00403728 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475553, 0.000516973 ), 1, 2, 1, 0, 0.481187, 0.00149415 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508669, 0.000235671 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.509304, -0.00354881 ), 5, 0.050952, 1, 0, 0.508721, -0.000413489 ), - 4, -0.704907, 1, 0, 0.501211, 0.0015856 ) ); - // itree = 979 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.478228, -0.00329219 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.497067, -0.000500525 ), 5, -0.738669, 1, 0, 0.494868, -0.00508563 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.518722, 0.00296792 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49968, -0.00217247 ), 1, 4, 1, 0, 0.512291, 0.00295588 ), - 5, 0.0486463, 1, 0, 0.497022, -0.00344369 ) ); - // itree = 980 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470266, -0.0019135 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.508998, 0.00164223 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502209, -0.00240087 ), 5, 0.790974, 1, 0, - 0.508615, 0.00852773 ), - 0, 8.24309, 1, 0, 0.506113, 0.00664242 ) ); - // itree = 981 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.329381, -0.00295244 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.38991, 0.00155308 ), 1, 4, 1, 0, 0.34143, -0.00417669 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.483045, -0.00158104 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.538082, 0.000982209 ), 0, 8.24309, 1, 0, 0.534147, 0.00443734 ), - 3, -0.896324, 1, 0, 0.501573, 0.00174565 ) ); - // itree = 982 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.420687, -0.00597534 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.525172, 0.0035589 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496977, -0.000711482 ), 5, -0.78327, 1, 0, - 0.4984, -0.00320886 ), - 4, -0.892817, 1, 0, 0.495746, -0.00417233 ) ); - // itree = 983 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.477468, 0.000875691 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492977, 0.00613197 ), 2, 2, 1, 0, 0.482563, -0.00107626 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506049, 0.000341055 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505523, -0.00646803 ), 5, 0.777112, 1, 0, 0.506029, 0.000599382 ), - 4, -0.796412, 1, 0, 0.502399, 0.00281195 ) ); - // itree = 984 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.313028, -0.000618116 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.425226, 0.0034184 ), 3, -0.926925, 1, 0, 0.362136, 0.00770623 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.521098, -0.000949522 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.564052, 0.00151029 ), 5, 0.0436069, 1, 0, 0.525732, -0.00445745 ), - 3, -0.895476, 1, 0, 0.497071, -0.00232645 ) ); - // itree = 985 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.481655, 0.000368926 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.442919, -0.0024683 ), 0, 9.19153, 1, 0, 0.467249, -0.00226326 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.609048, -0.000510669 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.67322, 0.00350803 ), 5, -0.693262, 1, 0, 0.659508, 0.0145226 ), - 3, 0.89726, 1, 0, 0.500773, 0.000663656 ) ); - // itree = 986 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.468706, 0.000351151 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505048, 0.00340693 ), 4, -0.834333, 1, 0, 0.491378, 0.0146193 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.45175, -0.000895482 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.618608, 0.0015663 ), 3, 0.800708, 1, 0, 0.507504, -0.000835998 ), - 4, -0.704907, 1, 0, 0.503053, 0.00342954 ) ); - // itree = 987 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502213, 0.000325875 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.473881, -0.00462938 ), 0, 9.69102, 1, 0, 0.499752, 0.000666738 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.498744, -0.00394188 ), 1, 5, 1, 0, 0.499704, 0.000413892 ) ); - // itree = 988 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.48462, -0.00185209 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533664, 0.00199924 ), 4, 0.0453826, 1, 0, 0.492458, -0.0079358 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.402483, -0.0012517 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.560746, 0.000702397 ), 3, -0.800944, 1, 0, 0.499341, -0.000216743 ), - 1, 2, 1, 0, 0.497333, -0.00031697 ) ); - // itree = 989 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.49725, 0.003124 ), NNBsBsb( 0, 0, -1, 0, 1, -99, 0.546633, 0.000259972 ), - 3, -0.701156, 1, 0, 0.522127, 0.015952 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515088, 0.00142952 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.493994, -0.000746084 ), 0, 8.72333, 1, 0, 0.495659, -0.00268997 ), - 0, 8.59321, 1, 0, 0.5007, 0.000860274 ) ); - // itree = 990 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.367677, 0.00436434 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.376222, -0.00122102 ), 5, 0.0562052, 1, 0, 0.369583, 0.0166008 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.470719, -0.00312978 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.533019, 0.000188925 ), 0, 8.27411, 1, 0, 0.527783, -0.00163446 ), - 3, -0.895164, 1, 0, 0.500243, 0.00154003 ) ); - // itree = 991 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.507563, 0.00363703 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.553265, 0.0025326 ), 3, -0.695723, 1, 0, 0.530477, 0.0300644 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.494962, -0.00107754 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.501662, 0.000646817 ), 0, 8.77379, 1, 0, 0.500274, 0.000747082 ), - 0, 8.33755, 1, 0, 0.502979, 0.00337278 ) ); - // itree = 992 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.491503, 0.00164221 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.462985, -0.00259587 ), 0, 9.36723, 1, 0, 0.484423, 0.00624985 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492621, -0.00127183 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526777, 0.000697091 ), 4, 0.0469659, 1, 0, 0.505782, -0.00333826 ), - 4, -0.701865, 1, 0, 0.499943, -0.000716957 ) ); - // itree = 993 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.445954, 0.00142002 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.451215, -0.000422599 ), 2, 2, 1, 0, 0.448249, 0.00116312 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.581342, -0.00199699 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.594216, 0.000362732 ), 1, 3, 1, 0, 0.586311, -0.00422092 ), - 3, 0.802842, 1, 0, 0.499693, 0.000198936 ) ); - // itree = 994 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.460823, -0.00133968 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.506616, 0.00160186 ), 4, -0.798815, 1, 0, 0.497225, 0.00665941 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.416984, -0.00339922 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.60644, 0.000430353 ), 3, -0.800871, 1, 0, 0.515041, -0.00881976 ), - 4, 0.0454631, 1, 0, 0.502239, 0.00230333 ) ); - // itree = 995 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.384586, -0.00330682 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.547602, -0.000149532 ), 3, -0.80123, 1, 0, 0.490528, -0.00757512 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.530387, 0.00257213 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.502139, 0.000319041 ), 0, 8.82334, 1, 0, 0.510848, 0.00827143 ), - 1, 3, 1, 0, 0.497544, -0.000748309 ) ); - // itree = 996 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.517209, 0.00208398 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499401, -0.000818036 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.50149, 0.000751838 ), 0, 8.74294, 1, 0, 0.501083, 0.00177734 ), - 0, 8.31257, 1, 0, 0.502468, 0.00340329 ) ); - // itree = 997 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.496196, -0.000289624 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.516302, 0.00239589 ), 2, 3, 1, 0, 0.498536, 0.000403516 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.526166, 0.00457679 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.515193, 0.000692493 ), 5, 0.769274, 1, 0, 0.519632, 0.0142403 ), - 5, 0.0537018, 1, 0, 0.501177, 0.001696 ) ); - // itree = 998 - fBoostWeights.push_back( 1 ); - fForest.push_back( - NNBsBsb( NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.500577, 0.000936874 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.5248, -0.00114666 ), 4, 0.79643, 1, 0, 0.503204, 0.00461586 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.492241, -0.00174979 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.505012, 0.000731714 ), 0, 9.04212, 1, 0, 0.498909, -0.0047685 ), - 1, 3, 1, 0, 0.501706, -0.00032024 ) ); - // itree = 999 - fBoostWeights.push_back( 1 ); - fForest.push_back( NNBsBsb( - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.433523, 0.00786788 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.600867, 0.00253894 ), 3, -0.800508, 1, 0, 0.527638, 0.0285962 ), - NNBsBsb( NNBsBsb( 0, 0, -1, 0, 1, -99, 0.475283, -0.00201222 ), - NNBsBsb( 0, 0, -1, 0, 1, -99, 0.499467, -0.000143814 ), 0, 8.26161, 1, 0, 0.497738, -0.00229081 ), - 5, -0.783966, 1, 0, 0.499499, -0.000471011 ) ); - return; -} - -// Clean up -inline void ReadBDTG_BsBsb_6vars_BDTGselTCut_072::Clear() { - for ( unsigned int itree = 0; itree < fForest.size(); itree++ ) { delete fForest[itree]; } -} -inline double ReadBDTG_BsBsb_6vars_BDTGselTCut_072::GetMvaValue( const std::vector<double>& inputValues ) const { - // classifier response value - double retval = 0; - - // classifier response, sanity check first - if ( !IsStatusClean() ) { - std::cout << "Problem in class \"" << fClassName << "\": cannot return classifier response" - << " because status is dirty" << std::endl; - retval = 0; - } else { - if ( IsNormalised() ) { - // normalise variables - std::vector<double> iV; - iV.reserve( inputValues.size() ); - int ivar = 0; - for ( std::vector<double>::const_iterator varIt = inputValues.begin(); varIt != inputValues.end(); - varIt++, ivar++ ) { - iV.push_back( NormVariable( *varIt, fVmin[ivar], fVmax[ivar] ) ); - } - retval = GetMvaValue__( iV ); - } else { - retval = GetMvaValue__( inputValues ); - } - } - - return retval; -} -- GitLab From 6ca244beddfca7ecbf40b9078b8347e2dd1b2ac9 Mon Sep 17 00:00:00 2001 From: Claire Prouve <claire.prouve@cern.ch> Date: Wed, 17 Nov 2021 18:40:54 +0100 Subject: [PATCH 49/54] Delete TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.weights.xml --- ...G_BsBsb_6vars_BDTGselTCut_0.72.weights.xml | 11493 ---------------- 1 file changed, 11493 deletions(-) delete mode 100644 Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.weights.xml diff --git a/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.weights.xml b/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.weights.xml deleted file mode 100644 index 03d538c07..000000000 --- a/Phys/FlavourTagging/src/Taggers/SSKaon/Classifiers/TMVA/weights/BDTseltracks_SSK_dev/BDTeta_SSK_dev/TMVAClassification_BDTG_BsBsb_6vars_BDTGselTCut_0.72.weights.xml +++ /dev/null @@ -1,11493 +0,0 @@ -<?xml version="1.0"?> -<!-- - (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration - - This software is distributed under the terms of the GNU General Public - Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". - - In applying this licence, CERN does not waive the privileges and immunities - granted to it by virtue of its status as an Intergovernmental Organization - or submit itself to any jurisdiction. ---> -<MethodSetup Method="BDT::BDTG_BsBsb_6vars_BDTGselTCut_0.72"> - <GeneralInfo> - <Info name="TMVA Release" value="4.2.1 [262657]"/> - <Info name="ROOT Release" value="6.06/02 [394754]"/> - <Info name="Creator" value="sakar"/> - <Info name="Date" value="Thu Jun 1 14:48:33 2017"/> - <Info name="Host" value="Linux lcgapp-slc6-physical1.cern.ch 2.6.32-573.8.1.el6.x86_64 #1 SMP Wed Nov 11 15:27:45 CET 2015 x86_64 x86_64 x86_64 GNU/Linux"/> - <Info name="Dir" value="/afs/cern.ch/user/s/sakar/Analysis/FlavourTagging/FT-SSKdev"/> - <Info name="Training events" value="100000"/> - <Info name="TrainingTime" value="9.95274198e+01"/> - <Info name="AnalysisType" value="Classification"/> - </GeneralInfo> - <Options> - <Option name="V" modified="Yes">False</Option> - <Option name="VerbosityLevel" modified="No">Default</Option> - <Option name="VarTransform" modified="No">None</Option> - <Option name="H" modified="Yes">False</Option> - <Option name="CreateMVAPdfs" modified="No">False</Option> - <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option> - <Option name="NTrees" modified="Yes">1000</Option> - <Option name="MaxDepth" modified="Yes">2</Option> - <Option name="MinNodeSize" modified="Yes">2.5%</Option> - <Option name="nCuts" modified="Yes">20</Option> - <Option name="BoostType" modified="Yes">Grad</Option> - <Option name="AdaBoostR2Loss" modified="No">quadratic</Option> - <Option name="UseBaggedBoost" modified="Yes">True</Option> - <Option name="Shrinkage" modified="Yes">1.000000e-01</Option> - <Option name="AdaBoostBeta" 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----------------------------------------------------------- 1 file changed, 309 deletions(-) delete mode 100644 .env diff --git a/.env b/.env deleted file mode 100644 index 236bba71f..000000000 --- a/.env +++ /dev/null @@ -1,309 +0,0 @@ -COMMONPARTICLESROOT=/home/cprouve/cmtuser/clean/Phys/Phys/CommonParticles -MUONMATCHROOT=/home/cprouve/cmtuser/clean/Rec/Muon/MuonMatch -CALOFUTUREMONIDSTOPTS=/home/cprouve/cmtuser/clean/Rec/CaloFuture/CaloFutureMoniDst/options -PARTPROPROOT=/home/cprouve/cmtuser/clean/LHCb/Kernel/PartProp -HLTINTERFACESROOT=/home/cprouve/cmtuser/clean/LHCb/Kernel/HltInterfaces -FSRALGSROOT=/home/cprouve/cmtuser/clean/LHCb/Kernel/FSRAlgs -MUONDETROOT=/home/cprouve/cmtuser/clean/LHCb/Det/MuonDet -CALOFUTUREDAQROOT=/home/cprouve/cmtuser/clean/LHCb/CaloFuture/CaloFutureDAQ -MUONTRACKALIGNROOT=/home/cprouve/cmtuser/clean/Rec/Muon/MuonTrackAlign -RICHKERNELROOT=/home/cprouve/cmtuser/clean/LHCb/Rich/RichKernel -LHCBMATHROOT=/home/cprouve/cmtuser/clean/LHCb/Kernel/LHCbMath 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-UTKERNELROOT=/home/cprouve/cmtuser/clean/LHCb/UT/UTKernel -LCG_external_area=/cvmfs/lhcb.cern.ch/lib/lcg/external -PATPVROOT=/home/cprouve/cmtuser/clean/Rec/Tr/PatPV -RICHFUTURERECEVENTROOT=/home/cprouve/cmtuser/clean/Rec/Rich/RichFutureRecEvent -PRFITPARAMSROOT=/home/cprouve/cmtuser/clean/Rec/Pr/PrFitParams -EVENTASSOCROOT=/home/cprouve/cmtuser/clean/LHCb/Event/EventAssoc -DAQKERNELROOT=/home/cprouve/cmtuser/clean/LHCb/DAQ/DAQKernel -User_release_area=/afs/cern.ch/user/c/cprouve/cmtuser -LOKIUTILSROOT=/home/cprouve/cmtuser/clean/Phys/Phys/LoKiUtils -TRACKPROJECTORSROOT=/home/cprouve/cmtuser/clean/Rec/Tr/TrackProjectors -DAVINCIPVTOOLSROOT=/home/cprouve/cmtuser/clean/Phys/Phys/DaVinciPVTools -RICHRECTESTSROOT=/home/cprouve/cmtuser/clean/Rec/Rich/RichRecTests -CALOFUTURETOOLSROOT=/home/cprouve/cmtuser/clean/Rec/CaloFuture/CaloFutureTools -RICHFUTUREDAQROOT=/home/cprouve/cmtuser/clean/LHCb/Rich/RichFutureDAQ -EVENTBASEROOT=/home/cprouve/cmtuser/clean/LHCb/Event/EventBase -- GitLab From 83af056ee86479ced30b87f087c25dd90b1abc24 Mon Sep 17 00:00:00 2001 From: Claire Prouve <claire.prouve@cern.ch> Date: Thu, 18 Nov 2021 10:56:38 +0100 Subject: [PATCH 51/54] also clone the tagger (but not the tagging particles) --- MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp b/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp index ff00731c3..53dfd02e2 100755 --- a/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp +++ b/MicroDST/MicroDSTTools/src/FlavourTagCloner.cpp @@ -43,7 +43,7 @@ LHCb::FlavourTag* FlavourTagCloner::clone( const LHCb::FlavourTag* tag ) { tmp->setTaggedB( newParticle ); // Clear the taggers vector - tmp->setTaggers( std::vector<LHCb::Tagger>() ); + tmp->setTaggers( tag->taggers() ); // return return tmp; -- GitLab From f72fd0dd0c0bf2bc8a99884b7b8c5ce0c1416db5 Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Thu, 18 Nov 2021 11:48:34 +0100 Subject: [PATCH 52/54] move particledescendants tool to phys --- CMakeLists.txt | 2 + Phys/DaVinciTools/CMakeLists.txt | 23 ++++ Phys/DaVinciTools/src/ParticleDescendants.cpp | 113 ++++++++++++++++++ Phys/DaVinciTools/src/ParticleDescendants.h | 52 ++++++++ .../Classification/ITaggingClassifier.h | 33 +++++ .../Classification/TaggingClassifierTMVA.cpp | 11 ++ .../Classification/TaggingClassifierTMVA.h | 41 +++++++ 7 files changed, 275 insertions(+) create mode 100644 Phys/DaVinciTools/CMakeLists.txt create mode 100644 Phys/DaVinciTools/src/ParticleDescendants.cpp create mode 100644 Phys/DaVinciTools/src/ParticleDescendants.h create mode 100644 Phys/FunctionalFlavourTagging/Classification/ITaggingClassifier.h create mode 100644 Phys/FunctionalFlavourTagging/Classification/TaggingClassifierTMVA.cpp create mode 100644 Phys/FunctionalFlavourTagging/Classification/TaggingClassifierTMVA.h diff --git a/CMakeLists.txt b/CMakeLists.txt index 0f67ad2f0..c685a58e2 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -47,11 +47,13 @@ lhcb_add_subdirectories( Phys/DaVinciNeutralTools Phys/DaVinciOverlapsAndClones Phys/DaVinciPVTools + Phys/DaVinciTools Phys/DaVinciTransporter Phys/DaVinciTypes Phys/DecayTreeFitter Phys/ExtraInfoTools Phys/FlavourTagging + Phys/FunctionalFlavourTagging Phys/GenericVertexFinder Phys/HighPtJets Phys/JetAccessories diff --git a/Phys/DaVinciTools/CMakeLists.txt b/Phys/DaVinciTools/CMakeLists.txt new file mode 100644 index 000000000..1b5f8a769 --- /dev/null +++ b/Phys/DaVinciTools/CMakeLists.txt @@ -0,0 +1,23 @@ +############################################################################### +# (c) Copyright 2000-2021 CERN for the benefit of the LHCb Collaboration # +# # +# This software is distributed under the terms of the GNU General Public # +# Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". # +# # +# In applying this licence, CERN does not waive the privileges and immunities # +# granted to it by virtue of its status as an Intergovernmental Organization # +# or submit itself to any jurisdiction. # +############################################################################### +#[=======================================================================[.rst: +Phys/DaVinciTools +----------------- +#]=======================================================================] + +gaudi_add_module(DaVinciTools + SOURCES + src/ParticleDescendants.cpp + LINK + Gaudi::GaudiAlgLib + LHCb::PhysEvent + Phys::DaVinciInterfacesLib +) diff --git a/Phys/DaVinciTools/src/ParticleDescendants.cpp b/Phys/DaVinciTools/src/ParticleDescendants.cpp new file mode 100644 index 000000000..05293f321 --- /dev/null +++ b/Phys/DaVinciTools/src/ParticleDescendants.cpp @@ -0,0 +1,113 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +// Include files + +// local +#include "ParticleDescendants.h" + +//----------------------------------------------------------------------------- +// Implementation file for class : ParticleDescendants +// +// 2005-10-19 : Patrick KOPPENBURG +//----------------------------------------------------------------------------- + +// Declaration of the Tool Factory +DECLARE_COMPONENT( ParticleDescendants ) + +//============================================================================= +// Standard constructor, initializes variables +//============================================================================= +ParticleDescendants::ParticleDescendants( const std::string& type, const std::string& name, const IInterface* parent ) + : GaudiTool( type, name, parent ) { + declareInterface<IParticleDescendants>( this ); +} +//============================================================================= +// Destructor +//============================================================================= +ParticleDescendants::~ParticleDescendants() {} + +//============================================================================= +// Return all descendants of a Particle +//============================================================================= +const LHCb::Particle::ConstVector ParticleDescendants::descendants( const LHCb::Particle* P ) const { + return descendants( P, 0 ); +} +//============================================================================= +// Return all stable descendants of a Particle +//============================================================================= +const LHCb::Particle::ConstVector ParticleDescendants::finalStates( const LHCb::Particle* P ) { + LHCb::Particle::ConstVector stables; // + LHCb::Particle::ConstVector all = descendants( P, 0 ); // get them all all + for ( LHCb::Particle::ConstVector::const_iterator i = all.begin(); i != all.end(); ++i ) { + if ( ( *i )->isBasicParticle() ) { + stables.push_back( *i ); + debug() << "Saving a " << ( *i )->particleID().pid() << endmsg; + } else + verbose() << "Discarding a " << ( *i )->particleID().pid() << endmsg; + } + return stables; +} +//============================================================================= +// Return all daughters of particles in a vector +//============================================================================= +bool ParticleDescendants::addDaughters( const LHCb::Particle* M, LHCb::Particle::ConstVector& Parts ) const { + if ( 0 == M ) return false; + if ( M->isBasicParticle() ) return false; + const LHCb::Particle::ConstVector dauts = M->daughtersVector(); + Parts.insert( Parts.end(), dauts.begin(), dauts.end() ); + verbose() << "Added " << dauts.size() << " daughters" << endmsg; + return ( !dauts.empty() ); +} +//============================================================================= +// Return all daughters of particles in a vector +//============================================================================= +bool ParticleDescendants::addDaughters( const LHCb::Particle::ConstVector& mothers, + LHCb::Particle::ConstVector& Parts ) const { + if ( mothers.empty() ) return false; + bool found = false; + for ( LHCb::Particle::ConstVector::const_iterator i = mothers.begin(); i != mothers.end(); ++i ) { + found = ( addDaughters( *i, Parts ) || found ); + } + return found; +} +//============================================================================= +// Return all descendants of level i for a Particle +//============================================================================= +const LHCb::Particle::ConstVector ParticleDescendants::descendants( const LHCb::Particle* P, int maxlevel ) const { + + LHCb::Particle::ConstVector Parts; + + int level = 0; + bool found = false; + + LHCb::Particle::ConstVector mothers; + + do { + ++level; + LHCb::Particle::ConstVector leveldaughters; + if ( level == 1 ) + found = addDaughters( P, leveldaughters ); + else + found = addDaughters( mothers, leveldaughters ); + if ( level == maxlevel || maxlevel == 0 ) { + Parts.insert( Parts.end(), leveldaughters.begin(), leveldaughters.end() ); + verbose() << "Level: " << level << " - inserted " << leveldaughters.size() << " daughters to get " << Parts.size() + << endmsg; + } + verbose() << "Level " << level << " of " << maxlevel << " : " << leveldaughters.size() << " daughters " << found + << endmsg; + mothers = leveldaughters; + } while ( ( maxlevel <= 0 || level <= maxlevel ) && found ); + + debug() << "Reached " << level << ". Returning " << Parts.size() << " daughters" << endmsg; + + return Parts; +} diff --git a/Phys/DaVinciTools/src/ParticleDescendants.h b/Phys/DaVinciTools/src/ParticleDescendants.h new file mode 100644 index 000000000..8eea89b47 --- /dev/null +++ b/Phys/DaVinciTools/src/ParticleDescendants.h @@ -0,0 +1,52 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#ifndef PARTICLEDESCENDANTS_H +#define PARTICLEDESCENDANTS_H 1 + +// Include files +// from Gaudi +#include "GaudiAlg/GaudiTool.h" +#include "Kernel/IParticleDescendants.h" // Interface + +/** @class ParticleDescendants ParticleDescendants.h + * + * Return the descendants of a Particle + * + * @author Patrick KOPPENBURG + * @date 2005-10-19 + */ +class ParticleDescendants : public GaudiTool, virtual public IParticleDescendants { + +public: + /// Standard constructor + ParticleDescendants( const std::string& type, const std::string& name, const IInterface* parent ); + + ~ParticleDescendants(); ///< Destructor + + // Return all descendants of a Particle + const LHCb::Particle::ConstVector descendants( const LHCb::Particle* ) const override; + + // Return all descendants of level i for a Particle + const LHCb::Particle::ConstVector descendants( const LHCb::Particle*, int ) const override; + + // Return all stable descendants of a Particle + const LHCb::Particle::ConstVector finalStates( const LHCb::Particle* ) override; + +protected: + // Return all daughters of a Particle + bool addDaughters( const LHCb::Particle::ConstVector&, LHCb::Particle::ConstVector& ) const; + + // Return all daughters of a Particle + bool addDaughters( const LHCb::Particle*, LHCb::Particle::ConstVector& ) const; + +private: +}; +#endif // PARTICLEDESCENDANTS_H diff --git a/Phys/FunctionalFlavourTagging/Classification/ITaggingClassifier.h b/Phys/FunctionalFlavourTagging/Classification/ITaggingClassifier.h new file mode 100644 index 000000000..9cf5c9b93 --- /dev/null +++ b/Phys/FunctionalFlavourTagging/Classification/ITaggingClassifier.h @@ -0,0 +1,33 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#ifndef PHYS_PHYS_FLAVOURTAGGING_ITAGGINGCLASSIFIER_H +#define PHYS_PHYS_FLAVOURTAGGING_ITAGGINGCLASSIFIER_H 1 + +// from STL +#include <vector> + +class ITaggingClassifier { +public: + virtual ~ITaggingClassifier() = default; + /** + * @brief Main classification method + * + * Takes a vector of values of features and returns the corresponding MVA + * output. + * + * @param[in] featureValues A vector of feature values + * + * @return MVA classifier value + */ + virtual double getClassifierValue( const std::vector<double>& featureValues ) = 0; +}; + +#endif // PHYS_PHYS_FLAVOURTAGGING_ITAGGINGCLASSIFIER_H diff --git a/Phys/FunctionalFlavourTagging/Classification/TaggingClassifierTMVA.cpp b/Phys/FunctionalFlavourTagging/Classification/TaggingClassifierTMVA.cpp new file mode 100644 index 000000000..edd41a44e --- /dev/null +++ b/Phys/FunctionalFlavourTagging/Classification/TaggingClassifierTMVA.cpp @@ -0,0 +1,11 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#include "TaggingClassifierTMVA.h" diff --git a/Phys/FunctionalFlavourTagging/Classification/TaggingClassifierTMVA.h b/Phys/FunctionalFlavourTagging/Classification/TaggingClassifierTMVA.h new file mode 100644 index 000000000..a593355e1 --- /dev/null +++ b/Phys/FunctionalFlavourTagging/Classification/TaggingClassifierTMVA.h @@ -0,0 +1,41 @@ +/*****************************************************************************\ +* (c) Copyright 2000-2018 CERN for the benefit of the LHCb Collaboration * +* * +* This software is distributed under the terms of the GNU General Public * +* Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". * +* * +* In applying this licence, CERN does not waive the privileges and immunities * +* granted to it by virtue of its status as an Intergovernmental Organization * +* or submit itself to any jurisdiction. * +\*****************************************************************************/ +#ifndef PHYS_PHYS_FLAVOURTAGGING_TAGGINGCLASSIFIERTMVA_H +#define PHYS_PHYS_FLAVOURTAGGING_TAGGINGCLASSIFIERTMVA_H 1 + +#include <cstddef> + +#include "ITaggingClassifier.h" + +class TaggingClassifierTMVA : public ITaggingClassifier { + +public: + double getClassifierValue( const std::vector<double>& featureValues ) override { + return GetMvaValue( featureValues ); + } + + /** + * @brief Returns the classifier value + * + * @param[in] featureValues The feature values + * + * @return The classifier value + */ + virtual double GetMvaValue( const std::vector<double>& featureValues ) const = 0; + + // returns classifier status + bool IsStatusClean() const { return fStatusIsClean; } + +protected: + bool fStatusIsClean = true; +}; + +#endif // PHYS_PHYS_FLAVOURTAGGING_TAGGINGCLASSIFIERTMVA_H -- GitLab From 8c5a0d199b67023901ee94fe2627dc629a52344d Mon Sep 17 00:00:00 2001 From: Claire Prouve <cprouve@cern.ch> Date: Thu, 18 Nov 2021 11:55:39 +0100 Subject: [PATCH 53/54] clean up code a little --- .../src/FunctionalSSPionTagger.cpp | 62 +++++-------------- .../src/FunctionalSSPionTagger.h | 28 ++++----- 2 files changed, 27 insertions(+), 63 deletions(-) diff --git a/Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.cpp b/Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.cpp index e4666b875..a80999133 100644 --- a/Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.cpp +++ b/Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.cpp @@ -16,21 +16,10 @@ // Declaration of the Algorithm Factory DECLARE_COMPONENT( FunctionalSSPionTagger ) -StatusCode FunctionalSSPionTagger::initialize() { - error() << "FunctionalSSPionTagger::initialize()" << endmsg; - const StatusCode sc = Transformer::initialize(); - if ( sc.isFailure() ) return sc; - - m_taggingHelperTool.retrieve().ignore(); - // m_vertexFitTool.retrieve().ignore(); - - return sc; -} - LHCb::FlavourTags FunctionalSSPionTagger::operator()( const LHCb::Particles& bCandidates, const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices, - const DetectorElement& lhcbDetector ) const { + const DetectorElement& lhcbDetector ) const { auto& geometry = *lhcbDetector.geometry(); // keyed container of FlavourTag objects, one FlavourTag per B candidate @@ -38,14 +27,13 @@ LHCb::FlavourTags FunctionalSSPionTagger::operator()( const LHCb::Particles& m_BCount += bCandidates.size(); m_pionCount += taggingPions.size(); - //always() << bCandidates.size() << " " << taggingPions.size() << " " << primaryVertices.size() << endmsg; // is this still needed??? could be removed if ( bCandidates.size() == 0 || taggingPions.size() == 0 || primaryVertices.size() == 0 ) { for ( const auto* bCand : bCandidates ) { LHCb::Tagger tagger; tagger.setType( taggerType() ); - LHCb::FlavourTag* flavourTag = new LHCb::FlavourTag( ); + LHCb::FlavourTag* flavourTag = new LHCb::FlavourTag(); flavourTag->addTagger( tagger ); flavourTag->setTaggedB( bCand ); flavourTag->setDecision( LHCb::FlavourTag::none ); @@ -56,16 +44,13 @@ LHCb::FlavourTags FunctionalSSPionTagger::operator()( const LHCb::Particles& // loop over B candidates for ( const auto* bCand : bCandidates ) { - //if(std::abs(bCand->momentum().P()-103656.) > 100 && std::abs(bCand->momentum().P()-66151.) > 100 ) continue; - //always() << bCandidates.size() << " " << taggingPions.size() << " " << primaryVertices.size() << endmsg; - //auto tagResults = searchForTaggingParticle( *bCand, taggingPions, primaryVertices ); - auto tagResult = performTagging(*bCand, taggingPions, primaryVertices, geometry); + auto tagResult = performTagging( *bCand, taggingPions, primaryVertices, geometry ); if ( !tagResult.has_value() ) { // no appropriate tagging candidate found, fill with "empty" FlavourTag object LHCb::Tagger tagger; tagger.setType( taggerType() ); - LHCb::FlavourTag* flavourTag = new LHCb::FlavourTag( ); + LHCb::FlavourTag* flavourTag = new LHCb::FlavourTag(); flavourTag->addTagger( tagger ); flavourTag->setTaggedB( bCand ); flavourTag->setDecision( LHCb::FlavourTag::none ); @@ -73,29 +58,23 @@ LHCb::FlavourTags FunctionalSSPionTagger::operator()( const LHCb::Particles& continue; } - //const LHCb::Particle* bestTagCand = tagResults->first; - //double bestBDT = tagResults->second; - - LHCb::FlavourTag* flavourTag = new LHCb::FlavourTag( ); + LHCb::FlavourTag* flavourTag = new LHCb::FlavourTag(); flavourTag->setTaggedB( bCand ); flavourTag->setDecision( LHCb::FlavourTag::none ); flavourTag->setTaggers( std::vector<LHCb::Tagger>{tagResult.value()} ); flavourTags.insert( flavourTag ); - //always() << bestTagCand.charge() << " " << tagger.charge() << endmsg; m_FTCount += 1; } return flavourTags; } -//std::optional<std::pair<const LHCb::Particle*, double>> -//FunctionalSSPionTagger::searchForTaggingParticle( const LHCb::Particle& bCand, std::optional<LHCb::Tagger> FunctionalSSPionTagger::performTagging( const LHCb::Particle& bCand, - const LHCb::Particle::Range& taggingPions, - const LHCb::RecVertices& primaryVertices, - const IGeometryInfo& geometry) const { - const LHCb::Particle* bestTagCand = nullptr; + const LHCb::Particle::Range& taggingPions, + const LHCb::RecVertices& primaryVertices, + const IGeometryInfo& geometry ) const { + const LHCb::Particle* bestTagCand = nullptr; double bestBDT = -99.0; @@ -114,17 +93,15 @@ std::optional<LHCb::Tagger> FunctionalSSPionTagger::performTagging( const LHCb:: auto pileups = TaggingHelper::pileUpVertices( primaryVertices, *bestPV ); - int pass = 0; // loop over tagging particles for ( const auto* tagCand : taggingPions ) { Gaudi::LorentzVector tag_mom = tagCand->momentum(); - //if(std::abs(tag_mom.P()-1571.)>1) continue; - if(!m_taggingHelperTool->passesCommonPreSelection(*tagCand, bCand, pileups, geometry)) continue; - //always() << "preselected pion mom" << tag_mom.P() << endmsg; - pass++; + // if(std::abs(tag_mom.P()-1571.)>1) continue; + if ( !m_taggingHelperTool->passesCommonPreSelection( *tagCand, bCand, pileups, geometry ) ) continue; + // exclude tracks too far way from the signal - double deltaPhi = std::fabs(TaggingHelper::dPhi( b_mom.phi(), tag_mom.phi() ) ); + double deltaPhi = std::fabs( TaggingHelper::dPhi( b_mom.phi(), tag_mom.phi() ) ); if ( deltaPhi > m_maxDistPhi ) continue; const double deltaEta = std::fabs( b_mom.Eta() - tag_mom.Eta() ); @@ -139,7 +116,8 @@ std::optional<LHCb::Tagger> FunctionalSSPionTagger::performTagging( const LHCb:: if ( btag_pT < m_minPTB0Pion ) continue; // IP significance cut wrt bestPV - std::optional<std::pair<double, double>> refittedPVIP = m_taggingHelperTool->calcIP( *tagCand, refittedPV.value(), geometry ); + std::optional<std::pair<double, double>> refittedPVIP = + m_taggingHelperTool->calcIP( *tagCand, refittedPV.value(), geometry ); if ( !refittedPVIP.has_value() ) continue; const double ipSig = refittedPVIP.value().first / refittedPVIP.value().second; if ( ipSig > m_maxIpSigTagBestPV ) continue; @@ -175,22 +153,14 @@ std::optional<LHCb::Tagger> FunctionalSSPionTagger::performTagging( const LHCb:: const double BDT = m_classifier->getClassifierValue( inputVals ); - //for(auto i : inputVals) always() << i << endmsg; - //always() << BDT << " " << bestBDT << endmsg; - if ( BDT < bestBDT ) continue; - // //always() << bestBDT << " " << BDT << endmsg; bestTagCand = tagCand; bestBDT = BDT; } - //always() << pass << " tagging particles pass common preselection" << endmsg; - - //if ( bestTagCand ) return std::make_pair( bestTagCand, bestBDT ) ; - //return std::nullopt; double pn = - 1. - ( m_polP0 + m_polP1 * bestBDT + m_polP2 * bestBDT * bestBDT + m_polP3 * bestBDT * bestBDT * bestBDT ); + 1. - ( m_polP0 + m_polP1 * bestBDT + m_polP2 * bestBDT * bestBDT + m_polP3 * bestBDT * bestBDT * bestBDT ); if ( pn < m_minPionProb || pn > 1 ) return std::nullopt; diff --git a/Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.h b/Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.h index a69e2cbf2..dc1a6989f 100644 --- a/Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.h +++ b/Phys/FunctionalFlavourTagging/src/FunctionalSSPionTagger.h @@ -15,43 +15,37 @@ #include "GaudiKernel/ToolHandle.h" // from LHCb +#include "DetDesc/DetectorElement.h" +#include "DetDesc/GenericConditionAccessorHolder.h" #include "Event/FlavourTag.h" #include "Event/Particle.h" #include "Event/RecVertex.h" #include "Event/Tagger.h" -#include "DetDesc/DetectorElement.h" -#include "DetDesc/GenericConditionAccessorHolder.h" // from FunctionalFlavourTagging #include "../Classification/SSPion/SSPion_Data_Run1_All_Bd2Dpi_TMVA_BDT_v1r1.h" #include "Utils/ITaggingHelperTool.h" -#include "Utils/TaggingHelperTool.h" #include "Utils/TaggingHelper.h" +#include "Utils/TaggingHelperTool.h" -class FunctionalSSPionTagger : public Gaudi::Functional::Transformer<LHCb::FlavourTags( - const LHCb::Particles&, const LHCb::Particle::Range&, const LHCb::RecVertices&, - const DetectorElement& ), - LHCb::DetDesc::usesConditions<DetectorElement>> { +class FunctionalSSPionTagger + : public Gaudi::Functional::Transformer<LHCb::FlavourTags( const LHCb::Particles&, const LHCb::Particle::Range&, + const LHCb::RecVertices&, const DetectorElement& ), + LHCb::DetDesc::usesConditions<DetectorElement>> { public: /// Standard constructor FunctionalSSPionTagger( const std::string& name, ISvcLocator* pSvcLocator ) : Transformer( name, pSvcLocator, - {KeyValue{"BCandidates", ""}, - KeyValue{"TaggingPions", ""}, - KeyValue{"PrimaryVertices", ""}, - KeyValue{"StandardGeometry", "/dd/Structure/LHCb"}}, + {KeyValue{"BCandidates", ""}, KeyValue{"TaggingPions", ""}, KeyValue{"PrimaryVertices", ""}, + KeyValue{"StandardGeometry", "/dd/Structure/LHCb"}}, KeyValue{"OutputFlavourTags", ""} ) {} - StatusCode initialize() override; ///< initialization - LHCb::FlavourTags operator()( const LHCb::Particles& bCandidates, const LHCb::Particle::Range& taggingPions, const LHCb::RecVertices& primaryVertices, const DetectorElement& ) const override; - //std::optional<std::pair<const LHCb::Particle*, double>> - // searchForTaggingParticle( const LHCb::Particle& bCand, const LHCb::Particle::Range& taggingPions, - // const LHCb::RecVertices& primaryVertices ) const; std::optional<LHCb::Tagger> performTagging( const LHCb::Particle& bCand, const LHCb::Particle::Range& taggingPions, - const LHCb::RecVertices& primaryVertices, const IGeometryInfo& geometry ) const; + const LHCb::RecVertices& primaryVertices, + const IGeometryInfo& geometry ) const; LHCb::Tagger::TaggerType taggerType() const { return LHCb::Tagger::TaggerType::SS_PionBDT; } -- GitLab From 9c6c0cf01cea1e425905e48b582ebc9b18b9874e Mon Sep 17 00:00:00 2001 From: Gitlab CI <noreply@cern.ch> Date: Thu, 18 Nov 2021 10:56:05 +0000 Subject: [PATCH 54/54] Fixed formatting patch generated by https://gitlab.cern.ch/lhcb/Phys/-/jobs/17693927 --- .../src/Utils/ITaggingHelperTool.h | 24 ++++++------ .../src/Utils/TaggingHelper.h | 5 ++- .../src/Utils/TaggingHelperTool.cpp | 28 +++++++------- .../src/Utils/TaggingHelperTool.h | 37 ++++++++++--------- 4 files changed, 48 insertions(+), 46 deletions(-) diff --git a/Phys/FunctionalFlavourTagging/src/Utils/ITaggingHelperTool.h b/Phys/FunctionalFlavourTagging/src/Utils/ITaggingHelperTool.h index d3701885b..eea236fb4 100644 --- a/Phys/FunctionalFlavourTagging/src/Utils/ITaggingHelperTool.h +++ b/Phys/FunctionalFlavourTagging/src/Utils/ITaggingHelperTool.h @@ -14,9 +14,9 @@ #include "GaudiKernel/IAlgTool.h" // from LHCb +#include "DetDesc/IGeometryInfo.h" #include "Event/Particle.h" #include "Event/RecVertex.h" -#include "DetDesc/IGeometryInfo.h" // from FunctionalFlavourTagging #include "TaggingHelper.h" @@ -26,24 +26,24 @@ class ITaggingHelperTool : virtual public IAlgTool { DeclareInterfaceID( ITaggingHelperTool, 3, 0 ); public: - virtual std::optional<std::pair<double, double>> calcIP( const LHCb::Particle&, const LHCb::VertexBase&, const IGeometryInfo& ) const = 0; - virtual std::optional<std::pair<double, double>> calcMinIP( const LHCb::Particle& , - LHCb::RecVertex::ConstVector&, const IGeometryInfo& ) const = 0; + virtual std::optional<std::pair<double, double>> calcIP( const LHCb::Particle&, const LHCb::VertexBase&, + const IGeometryInfo& ) const = 0; + virtual std::optional<std::pair<double, double>> calcMinIP( const LHCb::Particle&, LHCb::RecVertex::ConstVector&, + const IGeometryInfo& ) const = 0; virtual bool hasOverlap( const LHCb::Particle&, const LHCb::Particle& ) const = 0; virtual const LHCb::VertexBase* bestPV( const LHCb::Particle&, const LHCb::RecVertices& ) const = 0; - virtual std::optional<LHCb::Vertex> fitVertex( const LHCb::Particle&, const LHCb::Particle&, const IGeometryInfo& ) const = 0; + virtual std::optional<LHCb::Vertex> fitVertex( const LHCb::Particle&, const LHCb::Particle&, + const IGeometryInfo& ) const = 0; - virtual std::optional<const LHCb::VertexBase> refitPVWithoutB( const LHCb::VertexBase& , - const LHCb::Particle&, - const IGeometryInfo& ) const = 0; - virtual TaggingHelper::CloneStatus cloneCategory(const LHCb::Particle& , const LHCb::Particle& , double ) const = 0; - - virtual bool passesCommonPreSelection( const LHCb::Particle& , const LHCb::Particle&, LHCb::RecVertex::ConstVector&, - const IGeometryInfo& ) const = 0; + virtual std::optional<const LHCb::VertexBase> refitPVWithoutB( const LHCb::VertexBase&, const LHCb::Particle&, + const IGeometryInfo& ) const = 0; + virtual TaggingHelper::CloneStatus cloneCategory( const LHCb::Particle&, const LHCb::Particle&, double ) const = 0; + virtual bool passesCommonPreSelection( const LHCb::Particle&, const LHCb::Particle&, LHCb::RecVertex::ConstVector&, + const IGeometryInfo& ) const = 0; }; #endif // PHYS_PHYS_FLAVOURTAGGING_ITAGGINGHELPERTOOL_H diff --git a/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelper.h b/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelper.h index b5960f9d2..f7b67e1c7 100644 --- a/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelper.h +++ b/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelper.h @@ -52,8 +52,9 @@ namespace TaggingHelper { return puVts; } - inline bool areHitFractionClones( const LHCb::Particle& p1, const LHCb::Particle& p2, const double maxSharedHitFraction ) { - if(!p1.proto() || !p2.proto()) return false; + inline bool areHitFractionClones( const LHCb::Particle& p1, const LHCb::Particle& p2, + const double maxSharedHitFraction ) { + if ( !p1.proto() || !p2.proto() ) return false; const LHCb::Track* t1 = p1.proto()->track(); const LHCb::Track* t2 = p2.proto()->track(); diff --git a/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.cpp b/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.cpp index 237ce964e..e9ffa299b 100644 --- a/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.cpp +++ b/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.cpp @@ -29,7 +29,7 @@ StatusCode TaggingHelperTool::initialize() { std::optional<std::pair<double, double>> TaggingHelperTool::calcIP( const LHCb::Particle& part, const LHCb::VertexBase& vertex, - const IGeometryInfo& geometry ) const { + const IGeometryInfo& geometry ) const { double ip = -100.0; double iperr = 0.0; double ipChi2 = 0; @@ -42,8 +42,8 @@ std::optional<std::pair<double, double>> TaggingHelperTool::calcIP( const LHCb:: } std::optional<std::pair<double, double>> TaggingHelperTool::calcMinIP( const LHCb::Particle& part, - LHCb::RecVertex::ConstVector& vertices, - const IGeometryInfo& geometry ) const { + LHCb::RecVertex::ConstVector& vertices, + const IGeometryInfo& geometry ) const { double minIp = std::numeric_limits<double>::max(); double minIpErr = 0.0; @@ -62,23 +62,24 @@ std::optional<std::pair<double, double>> TaggingHelperTool::calcMinIP( const LHC return std::nullopt; } -bool TaggingHelperTool::passesCommonPreSelection( const LHCb::Particle& tagCand, const LHCb::Particle& bCand, LHCb::RecVertex::ConstVector& pileups, - const IGeometryInfo& geometry ) const { +bool TaggingHelperTool::passesCommonPreSelection( const LHCb::Particle& tagCand, const LHCb::Particle& bCand, + LHCb::RecVertex::ConstVector& pileups, + const IGeometryInfo& geometry ) const { if ( m_overlapTool->foundOverlap( &tagCand, &bCand ) ) return false; LHCb::Particle::ConstVector bDaughters = m_descendantsTool->descendants( &bCand ); - bDaughters.push_back(&bCand); + bDaughters.push_back( &bCand ); double minPhi = std::numeric_limits<double>::max(); for ( const auto& bDaughter : bDaughters ) { - if(cloneCategory(tagCand, *bDaughter, m_maxSharedHitFraction)) return false; + if ( cloneCategory( tagCand, *bDaughter, m_maxSharedHitFraction ) ) return false; - double tempPhi = fabs(TaggingHelper::dPhi(tagCand.momentum().phi(), bDaughter->momentum().phi())); - if(tempPhi < minPhi) minPhi = tempPhi; + double tempPhi = fabs( TaggingHelper::dPhi( tagCand.momentum().phi(), bDaughter->momentum().phi() ) ); + if ( tempPhi < minPhi ) minPhi = tempPhi; } - if(minPhi < m_minDistPhi) return false; + if ( minPhi < m_minDistPhi ) return false; - if(pileups.size() == 0) return true; + if ( pileups.size() == 0 ) return true; std::optional<std::pair<double, double>> puMinIP = calcMinIP( tagCand, pileups, geometry ); if ( !puMinIP.has_value() ) return false; const double minIPSig = puMinIP.value().first / puMinIP.value().second; @@ -108,7 +109,7 @@ const LHCb::VertexBase* TaggingHelperTool::bestPV( const LHCb::Particle& bCan std::optional<const LHCb::VertexBase> TaggingHelperTool::refitPVWithoutB( const LHCb::VertexBase& bestPV, const LHCb::Particle& bCand, - const IGeometryInfo& geometry ) const { + const IGeometryInfo& geometry ) const { LHCb::VertexBase refittedPV( bestPV ); LHCb::Particle tempB( bCand ); always() << tempB.momentum().phi() << " " << refittedPV.nDoF() << endmsg; @@ -123,8 +124,7 @@ std::optional<const LHCb::VertexBase> TaggingHelperTool::refitPVWithoutB( const } } -std::optional<LHCb::Vertex> TaggingHelperTool::fitVertex( const LHCb::Particle& tagCand, - const LHCb::Particle& bCand, +std::optional<LHCb::Vertex> TaggingHelperTool::fitVertex( const LHCb::Particle& tagCand, const LHCb::Particle& bCand, const IGeometryInfo& geometry ) const { LHCb::Vertex vtx; StatusCode sc = m_vertexFitTool->fit( vtx, tagCand, bCand, geometry ); diff --git a/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.h b/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.h index d94ccce94..a86b82ced 100644 --- a/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.h +++ b/Phys/FunctionalFlavourTagging/src/Utils/TaggingHelperTool.h @@ -17,9 +17,9 @@ #include "Kernel/ICheckOverlap.h" #include "Kernel/IDistanceCalculator.h" #include "Kernel/IPVReFitter.h" +#include "Kernel/IParticleDescendants.h" #include "Kernel/IRelatedPVFinder.h" #include "Kernel/IVertexFit.h" -#include "Kernel/IParticleDescendants.h" // from FlavourTagging #include "ITaggingHelperTool.h" @@ -34,40 +34,41 @@ public: virtual ~TaggingHelperTool() = default; StatusCode initialize() override; - std::optional<std::pair<double, double>> calcIP( const LHCb::Particle& part, - const LHCb::VertexBase& vtx, + std::optional<std::pair<double, double>> calcIP( const LHCb::Particle& part, const LHCb::VertexBase& vtx, const IGeometryInfo& geometry ) const override; std::optional<std::pair<double, double>> calcMinIP( const LHCb::Particle& part, - LHCb::RecVertex::ConstVector& vertices, - const IGeometryInfo& geometry ) const override; + LHCb::RecVertex::ConstVector& vertices, + const IGeometryInfo& geometry ) const override; bool hasOverlap( const LHCb::Particle& taggingCand, const LHCb::Particle& bCand ) const override; const LHCb::VertexBase* bestPV( const LHCb::Particle& bCand, const LHCb::RecVertices& allPVs ) const override; - std::optional<LHCb::Vertex> fitVertex( const LHCb::Particle& tagCand, const LHCb::Particle& bCand, const IGeometryInfo& geometry ) const override; - std::optional<const LHCb::VertexBase> refitPVWithoutB( const LHCb::VertexBase& bestPV, - const LHCb::Particle& bCand, + std::optional<LHCb::Vertex> fitVertex( const LHCb::Particle& tagCand, const LHCb::Particle& bCand, + const IGeometryInfo& geometry ) const override; + std::optional<const LHCb::VertexBase> refitPVWithoutB( const LHCb::VertexBase& bestPV, const LHCb::Particle& bCand, const IGeometryInfo& geometry ) const override; - TaggingHelper::CloneStatus cloneCategory(const LHCb::Particle& tagCand, const LHCb::Particle& bCand, double maxSharedHitFraction ) const override; - bool passesCommonPreSelection( const LHCb::Particle& tagCand, const LHCb::Particle& bCand, LHCb::RecVertex::ConstVector& pileups, - const IGeometryInfo& geometry ) const override; - //bool passesCommonSelection(const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const override; + TaggingHelper::CloneStatus cloneCategory( const LHCb::Particle& tagCand, const LHCb::Particle& bCand, + double maxSharedHitFraction ) const override; + bool passesCommonPreSelection( const LHCb::Particle& tagCand, const LHCb::Particle& bCand, + LHCb::RecVertex::ConstVector& pileups, const IGeometryInfo& geometry ) const override; + // bool passesCommonSelection(const LHCb::Particle& tagCand, const LHCb::Particle& bCand) const override; // LHCb::RecVertex::ConstVector pileUpVertices( const LHCb::RecVertices& allPVs, const LHCb::VertexBase& bestPV) const // override; private: Gaudi::Property<double> m_minDistPhi{this, "MinDistPhi", 0.005, - "Tagging particle requirement: Minimum phi distance to B candidate."}; - Gaudi::Property<double> m_minIpSigTagPileUpVertices{this, "MinIpSigTagPileUpVertices", 3.0, - "Tagging particle requirement: Minimim IP significance wrt to all pileup vertices."}; + "Tagging particle requirement: Minimum phi distance to B candidate."}; + Gaudi::Property<double> m_minIpSigTagPileUpVertices{ + this, "MinIpSigTagPileUpVertices", 3.0, + "Tagging particle requirement: Minimim IP significance wrt to all pileup vertices."}; Gaudi::Property<double> m_maxSharedHitFraction{this, "MaxSharedHitFraction", 0.3, - "Maximum allowed fraction of hits shared between tracks."}; + "Maximum allowed fraction of hits shared between tracks."}; ToolHandle<IDistanceCalculator> m_distCalcTool{this, "DistanceCalculatorTool", "LoKi::DistanceCalculator"}; ToolHandle<ICheckOverlap> m_overlapTool{this, "OverlapTool", "CheckOverlap"}; ToolHandle<IRelatedPVFinder> m_relatedPVTool{ this, "RelatedPVFinderTool", "GenericParticle2PVRelator__p2PVWithIPChi2_OnlineDistanceCalculatorName_"}; - ToolHandle<IPVReFitter> m_pvRefitterTool{this, "PVRefitterTool", "LoKi::PVReFitter"}; - ToolHandle<IVertexFit> m_vertexFitTool{this, "VertexFitterTool", "LoKi::VertexFitter"}; + ToolHandle<IPVReFitter> m_pvRefitterTool{this, "PVRefitterTool", "LoKi::PVReFitter"}; + ToolHandle<IVertexFit> m_vertexFitTool{this, "VertexFitterTool", "LoKi::VertexFitter"}; ToolHandle<IParticleDescendants> m_descendantsTool{this, "ParticleDescentantsTool", "ParticleDescendants"}; }; -- GitLab