diff --git a/Calo/CaloTools/CMakeLists.txt b/Calo/CaloTools/CMakeLists.txt
index b6787f551c457e355d1a30dec0356fd1effbfffd..9913fb03c3667dc03e5c0638707731157b8bb652 100644
--- a/Calo/CaloTools/CMakeLists.txt
+++ b/Calo/CaloTools/CMakeLists.txt
@@ -15,19 +15,12 @@ gaudi_depends_on_subdirs(Calo/CaloInterfaces
                          Kernel/Relations
                          Tr/TrackInterfaces)
 
+find_package(Boost)
 find_package(ROOT)
-include_directories(SYSTEM ${ROOT_INCLUDE_DIRS})
-include_directories(/cvmfs/lhcb.cern.ch/lib/lcg/releases/LCG_88/xgboost/0.60/x86_64-slc6-gcc49-opt/)
-include_directories(/cvmfs/lhcb.cern.ch/lib/lcg/releases/LCG_88/xgboost/0.60/x86_64-slc6-gcc49-opt/include)
+find_package(XGBoost REQUIRED)
+include_directories(SYSTEM ${ROOT_INCLUDE_DIRS} ${Boost_INCLUDE_DIRS})
 
 gaudi_add_module(CaloTools
                  src/*.cpp
-                 INCLUDE_DIRS Tr/TrackInterfaces
-                 LINK_LIBRARIES CaloUtils CaloDetLib LinkerEvent RecEvent TrackEvent GaudiAlgLib LHCbKernel LHCbMathLib RelationsLib)
-
-set(CMAKE_PREFIX_PATH /cvmfs/lhcb.cern.ch/lib/lcg/releases/LCG_88/xgboost/0.60/x86_64-slc6-gcc49-opt/lib)
-include_directories(/cvmfs/lhcb.cern.ch/lib/lcg/releases/LCG_88/xgboost/0.60/x86_64-slc6-gcc49-opt/rabit/include/)
-find_library(XGB_LIB22 xgboost)
-TARGET_LINK_LIBRARIES(CaloTools ${XGB_LIB22})
-
-
+                 INCLUDE_DIRS Tr/TrackInterfaces XGBoost
+                 LINK_LIBRARIES CaloUtils CaloDetLib LinkerEvent RecEvent TrackEvent GaudiAlgLib LHCbKernel LHCbMathLib RelationsLib XGBoost)
diff --git a/Calo/CaloTools/src/CaloHypoEstimator.cpp b/Calo/CaloTools/src/CaloHypoEstimator.cpp
index c7e1ebcc77c57af8cbb1eb81ef3e4fce64223e8d..6c1aef756c127a7692814d3df1811d33f3c287cb 100644
--- a/Calo/CaloTools/src/CaloHypoEstimator.cpp
+++ b/Calo/CaloTools/src/CaloHypoEstimator.cpp
@@ -293,8 +293,8 @@ bool CaloHypoEstimator::estimator(const LHCb::CaloHypo* hypo){
   }
     
   // gamma/pi0 separation
-  m_data[isPhoton]= m_GammaPi0->isPhoton( hypo );
-  m_data[isPhotonXGB] = m_GammaPi0XGB->isPhoton( hypo );
+  m_data[CaloDataType::DataType::isPhoton]= m_GammaPi0->isPhoton( hypo );
+  m_data[CaloDataType::DataType::isPhotonXGB] = m_GammaPi0XGB->isPhoton( hypo );
 
 
   // 1- Ecal variables :
diff --git a/Calo/CaloTools/src/XGBClassifierPhPi0.h b/Calo/CaloTools/src/XGBClassifierPhPi0.h
index 3f07232c53d15ebbebf51ac9a553f1bfafb5a505..9fccc07abf8cd3cb8de74aeef8f7686ea73496e1 100644
--- a/Calo/CaloTools/src/XGBClassifierPhPi0.h
+++ b/Calo/CaloTools/src/XGBClassifierPhPi0.h
@@ -3,7 +3,7 @@
 
 #include <string>
 #include <vector>
-#include "include/xgboost/c_api.h"
+#include "xgboost/c_api.h"
 #include "GaudiKernel/ServiceHandle.h"
 #include "GaudiKernel/IMessageSvc.h"
 #include "GaudiKernel/MsgStream.h" 
diff --git a/cmake/FindXGBoost.cmake b/cmake/FindXGBoost.cmake
new file mode 100644
index 0000000000000000000000000000000000000000..e4ca31035ae222b9d6f8b71654d84ca0cde7c812
--- /dev/null
+++ b/cmake/FindXGBoost.cmake
@@ -0,0 +1,32 @@
+# - Locate XGBoost library
+# Defines:
+#
+#  XGBoost_FOUND
+#  XGBoost_INCLUDE_DIR
+#  XGBoost_INCLUDE_DIRS (not cached)
+#  XGBoost_LIBRARY
+#  XGBoost_LIBRARIES (not cached)
+#  XGBoost_LIBRARY_DIRS (not cached)
+#  XGBoost_EXTRA_INCLUDE_DIR
+
+
+find_path(XGBoost_INCLUDE_DIR xgboost/c_api.h 
+          HINTS $ENV{XGBoost_ROOT_DIR}/include ${XGBoost_ROOT_DIR}/include)
+
+find_path(XGBoost_EXTRA_INCLUDE_DIR rabit/c_api.h
+          HINTS ${XGBoost_INCLUDE_DIR}/../rabit/include 
+	  $ENV{XGBoost_ROOT_DIR}/rabit/include ${XGBoost_ROOT_DIR}/rabit/include)
+
+find_library(XGBoost_LIBRARY NAMES xgboost
+             HINTS $ENV{XGBoost_ROOT_DIR}/lib ${XGBoost_ROOT_DIR}/lib)
+
+# handle the QUIETLY and REQUIRED arguments and set XGBoost_FOUND to TRUE if
+# all listed variables are TRUE
+INCLUDE(FindPackageHandleStandardArgs)
+FIND_PACKAGE_HANDLE_STANDARD_ARGS(XGBoost DEFAULT_MSG XGBoost_INCLUDE_DIR XGBoost_LIBRARY  XGBoost_EXTRA_INCLUDE_DIR)
+
+mark_as_advanced(XGBoost_FOUND XGBoost_INCLUDE_DIR XGBoost_LIBRARY XGBoost_EXTRA_INCLUDE_DIR)
+
+set(XGBoost_INCLUDE_DIRS ${XGBoost_INCLUDE_DIR} ${XGBoost_EXTRA_INCLUDE_DIR})
+set(XGBoost_LIBRARIES ${XGBoost_LIBRARY})
+get_filename_component(XGBoost_LIBRARY_DIRS ${XGBoost_LIBRARY} PATH)