From d57fe6f44b4782a3cac55a26a524410283d9012c Mon Sep 17 00:00:00 2001
From: Karim <uvclu@student.kit.edu>
Date: Sun, 24 Jan 2016 20:53:19 +0100
Subject: [PATCH] added weights for BlrBDT
---
bin/Blrbdt_test.cc | 5 +-
bin/BuildFile.xml | 1 +
data/blrbdtweights_v1/weights_43.xml | 11611 +++++++++++++++++++++++++
data/blrbdtweights_v1/weights_44.xml | 4020 +++++++++
data/blrbdtweights_v1/weights_53.xml | 7291 ++++++++++++++++
data/blrbdtweights_v1/weights_54.xml | 7423 ++++++++++++++++
data/blrbdtweights_v1/weights_62.xml | 7285 ++++++++++++++++
data/blrbdtweights_v1/weights_63.xml | 6636 ++++++++++++++
data/blrbdtweights_v1/weights_64.xml | 8104 +++++++++++++++++
src/BlrBDTClassifier.cpp | 2 +-
src/classes.h | 1 -
src/classes_def.xml | 1 +
12 files changed, 52376 insertions(+), 4 deletions(-)
create mode 100644 data/blrbdtweights_v1/weights_43.xml
create mode 100644 data/blrbdtweights_v1/weights_44.xml
create mode 100644 data/blrbdtweights_v1/weights_53.xml
create mode 100644 data/blrbdtweights_v1/weights_54.xml
create mode 100644 data/blrbdtweights_v1/weights_62.xml
create mode 100644 data/blrbdtweights_v1/weights_63.xml
create mode 100644 data/blrbdtweights_v1/weights_64.xml
diff --git a/bin/Blrbdt_test.cc b/bin/Blrbdt_test.cc
index 024fe91..3b36a69 100644
--- a/bin/Blrbdt_test.cc
+++ b/bin/Blrbdt_test.cc
@@ -35,10 +35,11 @@ int main(){
auto result = bdt.GetBDTOutput(
leps_p4,
jets_p4,
- {0.8, 0.7, 0.9, 0.1, 0.3, 0.99},
+ {0.92, 0.95, 0.9, 0.1, 0.3, 0.99},
{},
{},
- lv_met
+ lv_met,
+ 0.8
);
std::cout << "================================" << std::endl;
std::cout << "bdtoutput=" << result << std::endl;
diff --git a/bin/BuildFile.xml b/bin/BuildFile.xml
index a38f53c..c5ac506 100644
--- a/bin/BuildFile.xml
+++ b/bin/BuildFile.xml
@@ -16,4 +16,5 @@
<use name="TTH/CommonClassifier"/>
<bin name="mem_test" file="mem_test.cc"></bin>
<bin name="bdt_test" file="bdt_test.cc"></bin>
+<bin name="Blrbdt_test" file="Blrbdt_test.cc"></bin>
<Flags CXXFLAGS="-g"/>
diff --git a/data/blrbdtweights_v1/weights_43.xml b/data/blrbdtweights_v1/weights_43.xml
new file mode 100644
index 0000000..e45a317
--- /dev/null
+++ b/data/blrbdtweights_v1/weights_43.xml
@@ -0,0 +1,11611 @@
+<?xml version="1.0"?>
+<MethodSetup Method="BDT::BDTG">
+ <GeneralInfo>
+ <Info name="TMVA Release" value="4.2.0 [262656]"/>
+ <Info name="ROOT Release" value="6.02/05 [393733]"/>
+ <Info name="Creator" value="kelmorab"/>
+ <Info name="Date" value="Sun Jan 24 19:39:36 2016"/>
+ <Info name="Host" value="Linux cmsbuild12.cern.ch 2.6.32-573.7.1.el6.x86_64 #1 SMP Wed Sep 23 10:12:03 CEST 2015 x86_64 x86_64 x86_64 GNU/Linux"/>
+ <Info name="Dir" value="/nfs/dust/cms/user/kelmorab/MEMstudies/3makeHistosAndCards"/>
+ <Info name="Training events" value="68717"/>
+ <Info name="TrainingTime" value="1.07320925e+02"/>
+ <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">1028</Option>
+ <Option name="MaxDepth" modified="Yes">2</Option>
+ <Option name="MinNodeSize" modified="No">5%</Option>
+ <Option name="nCuts" modified="Yes">48</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">1.439578e-02</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="No">6.638245e-01</Option>
+ <Option name="UseYesNoLeaf" modified="No">True</Option>
+ <Option name="NegWeightTreatment" modified="Yes">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="Yes">6.638245e-01</Option>
+ <Option name="UseNTrainEvents" modified="No">0</Option>
+ <Option name="NNodesMax" modified="No">0</Option>
+ </Options>
+ <Variables NVar="11">
+ <Variable VarIndex="0" Expression="h3" Label="h3" Title="h3" Unit="" Internal="h3" Type="F" Min="-4.86796349e-02" Max="1.02860975e+00"/>
+ <Variable VarIndex="1" Expression="M3" Label="M3" Title="M3" Unit="" Internal="M3" Type="F" Min="4.30840874e+01" Max="2.31218335e+03"/>
+ <Variable VarIndex="2" Expression="all_sum_pt_with_met" Label="all_sum_pt_with_met" Title="all_sum_pt_with_met" Unit="" Internal="all_sum_pt_with_met" Type="F" Min="1.91191711e+02" Max="2.81983008e+03"/>
+ <Variable VarIndex="3" Expression="sphericity" Label="sphericity" Title="sphericity" Unit="" Internal="sphericity" Type="F" Min="7.34906923e-03" Max="9.47916448e-01"/>
+ <Variable VarIndex="4" Expression="closest_tagged_dijet_mass" Label="closest_tagged_dijet_mass" Title="closest_tagged_dijet_mass" Unit="" Internal="closest_tagged_dijet_mass" Type="F" Min="1.65403175e+01" Max="1.14407068e+03"/>
+ <Variable VarIndex="5" Expression="dr_between_lep_and_closest_jet" Label="dr_between_lep_and_closest_jet" Title="dr_between_lep_and_closest_jet" Unit="" Internal="dr_between_lep_and_closest_jet" Type="F" Min="4.00496483e-01" Max="4.09767485e+00"/>
+ <Variable VarIndex="6" Expression="Evt_CSV_Average" Label="Evt_CSV_Average" Title="Evt_CSV_Average" Unit="" Internal="Evt_CSV_Average" Type="F" Min="6.78193331e-01" Max="9.71184731e-01"/>
+ <Variable VarIndex="7" Expression="avg_btag_disc_btags" Label="avg_btag_disc_btags" Title="avg_btag_disc_btags" Unit="" Internal="avg_btag_disc_btags" Type="F" Min="8.92225623e-01" Max="9.99990821e-01"/>
+ <Variable VarIndex="8" Expression="h1" Label="h1" Title="h1" Unit="" Internal="h1" Type="F" Min="-2.07556009e-01" Max="3.48945677e-01"/>
+ <Variable VarIndex="9" Expression="pt_all_jets_over_E_all_jets" Label="pt_all_jets_over_E_all_jets" Title="pt_all_jets_over_E_all_jets" Unit="" Internal="pt_all_jets_over_E_all_jets" Type="F" Min="2.06221446e-01" Max="9.90348279e-01"/>
+ <Variable VarIndex="10" Expression="blr_transformed" Label="blr_transformed" Title="blr_transformed" Unit="" Internal="blr_transformed" Type="F" Min="-1.00000000e+01" Max="8.18355942e+00"/>
+ </Variables>
+ <Spectators NSpec="0"/>
+ <Classes NClass="2">
+ <Class Name="Signal" Index="0"/>
+ <Class Name="Background" Index="1"/>
+ </Classes>
+ <Transformations NTransformations="0"/>
+ <MVAPdfs/>
+ <Weights NTrees="1028" AnalysisType="1">
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diff --git a/data/blrbdtweights_v1/weights_44.xml b/data/blrbdtweights_v1/weights_44.xml
new file mode 100644
index 0000000..b669f16
--- /dev/null
+++ b/data/blrbdtweights_v1/weights_44.xml
@@ -0,0 +1,4020 @@
+<?xml version="1.0"?>
+<MethodSetup Method="BDT::BDTG">
+ <GeneralInfo>
+ <Info name="TMVA Release" value="4.2.0 [262656]"/>
+ <Info name="ROOT Release" value="6.02/05 [393733]"/>
+ <Info name="Creator" value="kelmorab"/>
+ <Info name="Date" value="Sun Jan 24 17:14:46 2016"/>
+ <Info name="Host" value="Linux cmsbuild12.cern.ch 2.6.32-573.7.1.el6.x86_64 #1 SMP Wed Sep 23 10:12:03 CEST 2015 x86_64 x86_64 x86_64 GNU/Linux"/>
+ <Info name="Dir" value="/nfs/dust/cms/user/kelmorab/MEMstudies/3makeHistosAndCards"/>
+ <Info name="Training events" value="2784"/>
+ <Info name="TrainingTime" value="1.10862899e+00"/>
+ <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>
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+ <Option name="MaxDepth" modified="Yes">2</Option>
+ <Option name="MinNodeSize" modified="No">5%</Option>
+ <Option name="nCuts" modified="Yes">34</Option>
+ <Option name="BoostType" modified="Yes">Grad</Option>
+ <Option name="AdaBoostR2Loss" modified="No">quadratic</Option>
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+ <Option name="AdaBoostBeta" modified="No">5.000000e-01</Option>
+ <Option name="UseRandomisedTrees" modified="No">False</Option>
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+ <Option name="UsePoissonNvars" modified="No">True</Option>
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+ <Option name="NegWeightTreatment" modified="Yes">ignorenegweightsintraining</Option>
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+ <Option name="NodePurityLimit" modified="No">5.000000e-01</Option>
+ <Option name="SeparationType" modified="No">giniindex</Option>
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+ <Option name="MinLinCorrForFisher" modified="No">8.000000e-01</Option>
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+ <Option name="NNodesMax" modified="No">0</Option>
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diff --git a/data/blrbdtweights_v1/weights_53.xml b/data/blrbdtweights_v1/weights_53.xml
new file mode 100644
index 0000000..881a928
--- /dev/null
+++ b/data/blrbdtweights_v1/weights_53.xml
@@ -0,0 +1,7291 @@
+<?xml version="1.0"?>
+<MethodSetup Method="BDT::BDTG">
+ <GeneralInfo>
+ <Info name="TMVA Release" value="4.2.0 [262656]"/>
+ <Info name="ROOT Release" value="6.02/05 [393733]"/>
+ <Info name="Creator" value="kelmorab"/>
+ <Info name="Date" value="Sun Jan 24 17:41:30 2016"/>
+ <Info name="Host" value="Linux cmsbuild12.cern.ch 2.6.32-573.7.1.el6.x86_64 #1 SMP Wed Sep 23 10:12:03 CEST 2015 x86_64 x86_64 x86_64 GNU/Linux"/>
+ <Info name="Dir" value="/nfs/dust/cms/user/kelmorab/MEMstudies/3makeHistosAndCards"/>
+ <Info name="Training events" value="61989"/>
+ <Info name="TrainingTime" value="4.64933689e+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">646</Option>
+ <Option name="MaxDepth" modified="Yes">2</Option>
+ <Option name="MinNodeSize" modified="No">5%</Option>
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diff --git a/data/blrbdtweights_v1/weights_54.xml b/data/blrbdtweights_v1/weights_54.xml
new file mode 100644
index 0000000..243e691
--- /dev/null
+++ b/data/blrbdtweights_v1/weights_54.xml
@@ -0,0 +1,7423 @@
+<?xml version="1.0"?>
+<MethodSetup Method="BDT::BDTG">
+ <GeneralInfo>
+ <Info name="TMVA Release" value="4.2.0 [262656]"/>
+ <Info name="ROOT Release" value="6.02/05 [393733]"/>
+ <Info name="Creator" value="kelmorab"/>
+ <Info name="Date" value="Sun Jan 24 17:03:59 2016"/>
+ <Info name="Host" value="Linux cmsbuild12.cern.ch 2.6.32-573.7.1.el6.x86_64 #1 SMP Wed Sep 23 10:12:03 CEST 2015 x86_64 x86_64 x86_64 GNU/Linux"/>
+ <Info name="Dir" value="/nfs/dust/cms/user/kelmorab/MEMstudies/3makeHistosAndCards"/>
+ <Info name="Training events" value="7647"/>
+ <Info name="TrainingTime" value="4.26974607e+00"/>
+ <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">662</Option>
+ <Option name="MaxDepth" modified="Yes">2</Option>
+ <Option name="MinNodeSize" modified="No">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">1.086323e-02</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="No">3.568933e-01</Option>
+ <Option name="UseYesNoLeaf" modified="No">True</Option>
+ <Option name="NegWeightTreatment" modified="Yes">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>
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+ <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="Yes">3.568933e-01</Option>
+ <Option name="UseNTrainEvents" modified="No">0</Option>
+ <Option name="NNodesMax" modified="No">0</Option>
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diff --git a/data/blrbdtweights_v1/weights_62.xml b/data/blrbdtweights_v1/weights_62.xml
new file mode 100644
index 0000000..92f4709
--- /dev/null
+++ b/data/blrbdtweights_v1/weights_62.xml
@@ -0,0 +1,7285 @@
+<?xml version="1.0"?>
+<MethodSetup Method="BDT::BDTG">
+ <GeneralInfo>
+ <Info name="TMVA Release" value="4.2.0 [262656]"/>
+ <Info name="ROOT Release" value="6.02/05 [393733]"/>
+ <Info name="Creator" value="kelmorab"/>
+ <Info name="Date" value="Sun Jan 24 20:33:28 2016"/>
+ <Info name="Host" value="Linux cmsbuild12.cern.ch 2.6.32-573.7.1.el6.x86_64 #1 SMP Wed Sep 23 10:12:03 CEST 2015 x86_64 x86_64 x86_64 GNU/Linux"/>
+ <Info name="Dir" value="/nfs/dust/cms/user/kelmorab/MEMstudies/3makeHistosAndCards"/>
+ <Info name="Training events" value="260540"/>
+ <Info name="TrainingTime" value="2.14759845e+02"/>
+ <Info name="AnalysisType" value="Classification"/>
+ </GeneralInfo>
+ <Options>
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+ <Option name="VerbosityLevel" modified="No">Default</Option>
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+ <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">650</Option>
+ <Option name="MaxDepth" modified="Yes">2</Option>
+ <Option name="MinNodeSize" modified="No">5%</Option>
+ <Option name="nCuts" modified="Yes">34</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">3.307101e-02</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="No">4.737754e-01</Option>
+ <Option name="UseYesNoLeaf" modified="No">True</Option>
+ <Option name="NegWeightTreatment" modified="Yes">ignorenegweightsintraining</Option>
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diff --git a/data/blrbdtweights_v1/weights_63.xml b/data/blrbdtweights_v1/weights_63.xml
new file mode 100644
index 0000000..30218d1
--- /dev/null
+++ b/data/blrbdtweights_v1/weights_63.xml
@@ -0,0 +1,6636 @@
+<?xml version="1.0"?>
+<MethodSetup Method="BDT::BDTG">
+ <GeneralInfo>
+ <Info name="TMVA Release" value="4.2.0 [262656]"/>
+ <Info name="ROOT Release" value="6.02/05 [393733]"/>
+ <Info name="Creator" value="kelmorab"/>
+ <Info name="Date" value="Sun Jan 24 18:10:00 2016"/>
+ <Info name="Host" value="Linux cmsbuild12.cern.ch 2.6.32-573.7.1.el6.x86_64 #1 SMP Wed Sep 23 10:12:03 CEST 2015 x86_64 x86_64 x86_64 GNU/Linux"/>
+ <Info name="Dir" value="/nfs/dust/cms/user/kelmorab/MEMstudies/3makeHistosAndCards"/>
+ <Info name="Training events" value="71864"/>
+ <Info name="TrainingTime" value="5.02222891e+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">588</Option>
+ <Option name="MaxDepth" modified="Yes">2</Option>
+ <Option name="MinNodeSize" modified="No">5%</Option>
+ <Option name="nCuts" modified="Yes">27</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">2.887880e-02</Option>
+ <Option name="AdaBoostBeta" modified="No">5.000000e-01</Option>
+ <Option name="UseRandomisedTrees" modified="No">False</Option>
+ <Option name="UseNvars" modified="No">4</Option>
+ <Option name="UsePoissonNvars" modified="No">True</Option>
+ <Option name="BaggedSampleFraction" modified="No">4.078436e-01</Option>
+ <Option name="UseYesNoLeaf" modified="No">True</Option>
+ <Option name="NegWeightTreatment" modified="Yes">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="Yes">4.078436e-01</Option>
+ <Option name="UseNTrainEvents" modified="No">0</Option>
+ <Option name="NNodesMax" modified="No">0</Option>
+ </Options>
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diff --git a/data/blrbdtweights_v1/weights_64.xml b/data/blrbdtweights_v1/weights_64.xml
new file mode 100644
index 0000000..699a820
--- /dev/null
+++ b/data/blrbdtweights_v1/weights_64.xml
@@ -0,0 +1,8104 @@
+<?xml version="1.0"?>
+<MethodSetup Method="BDT::BDTG">
+ <GeneralInfo>
+ <Info name="TMVA Release" value="4.2.0 [262656]"/>
+ <Info name="ROOT Release" value="6.02/05 [393733]"/>
+ <Info name="Creator" value="kelmorab"/>
+ <Info name="Date" value="Sun Jan 24 16:45:03 2016"/>
+ <Info name="Host" value="Linux cmsbuild12.cern.ch 2.6.32-573.7.1.el6.x86_64 #1 SMP Wed Sep 23 10:12:03 CEST 2015 x86_64 x86_64 x86_64 GNU/Linux"/>
+ <Info name="Dir" value="/nfs/dust/cms/user/kelmorab/MEMstudies/3makeHistosAndCards"/>
+ <Info name="Training events" value="17697"/>
+ <Info name="TrainingTime" value="7.54030800e+00"/>
+ <Info name="AnalysisType" value="Classification"/>
+ </GeneralInfo>
+ <Options>
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+ <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
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+ <Option name="MinNodeSize" modified="No">5%</Option>
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diff --git a/src/BlrBDTClassifier.cpp b/src/BlrBDTClassifier.cpp
index 4ca8c92..6d7e6f0 100644
--- a/src/BlrBDTClassifier.cpp
+++ b/src/BlrBDTClassifier.cpp
@@ -149,7 +149,7 @@ BlrBDTClassifier::BlrBDTClassifier (string weightpath):btagMcut(0.89){
// ==================================================
//book MVAs from weights
- readerMap["6j4t"]->BookMVA("BDT",weightpath+"/weights_64.xml");
+ readerMap["6j4t"]->BookMVA("BDT",weightpath+"/weights_64.xml");
readerMap["5j4t"]->BookMVA("BDT",weightpath+"/weights_54.xml");
readerMap["4j4t"]->BookMVA("BDT",weightpath+"/weights_44.xml");
readerMap["6j3t"]->BookMVA("BDT",weightpath+"/weights_63.xml");
diff --git a/src/classes.h b/src/classes.h
index 6a9c7d5..201964f 100644
--- a/src/classes.h
+++ b/src/classes.h
@@ -1,7 +1,6 @@
#include "TTH/CommonClassifier/interface/MEMClassifier.h"
#include "TTH/CommonClassifier/interface/BDTClassifier.h"
#include "TTH/CommonClassifier/interface/BlrBDTClassifier.h"
-
namespace {
namespace {
std::vector<TLorentzVector> _v1;
diff --git a/src/classes_def.xml b/src/classes_def.xml
index 319549e..2da52a0 100644
--- a/src/classes_def.xml
+++ b/src/classes_def.xml
@@ -2,5 +2,6 @@
<class name="MEMClassifier"/>
<class name="BDTClassifier"/>
<class name="BlrBDTClassifier"/>
+
<class name="MEMResult"/>
</lcgdict>
--
GitLab