<?xml version="1.0"?>
<MethodSetup Method="BDT::BDTG">
  <GeneralInfo>
    <Info name="TMVA Release" value="4.2.1 [262657]"/>
    <Info name="ROOT Release" value="6.10/09 [395785]"/>
    <Info name="Creator" value="sscruz"/>
    <Info name="Date" value="Sat Mar 16 04:10:35 2019"/>
    <Info name="Host" value="Linux cmsbuild49.cern.ch 2.6.32-696.10.2.el6.x86_64 #1 SMP Thu Sep 14 16:35:02 CEST 2017 x86_64 x86_64 x86_64 GNU/Linux"/>
    <Info name="Dir" value="/mnt_pool/ciencias_users/user/sscruz/TTH/sep28/CMSSW_9_4_4/src/CMGTools/TTHAnalysis/macros/leptons"/>
    <Info name="Training events" value="10692228"/>
    <Info name="TrainingTime" value="1.62786812e+04"/>
    <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">4</Option>
    <Option name="MinNodeSize" modified="Yes">0.05%</Option>
    <Option name="nCuts" modified="Yes">1000</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="Yes">9</Option>
    <Option name="UsePoissonNvars" modified="No">True</Option>
    <Option name="BaggedSampleFraction" modified="No">6.000000e-01</Option>
    <Option name="UseYesNoLeaf" modified="No">True</Option>
    <Option name="NegWeightTreatment" modified="No">pray</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="RegressionLossFunctionBDTG" modified="No">huber</Option>
    <Option name="HuberQuantile" modified="No">7.000000e-01</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>
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    <Option name="PruningValFraction" modified="No">5.000000e-01</Option>
    <Option name="SkipNormalization" modified="No">False</Option>
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    <Option name="GradBaggingFraction" modified="No">6.000000e-01</Option>
    <Option name="UseNTrainEvents" modified="No">0</Option>
    <Option name="NNodesMax" modified="No">0</Option>
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    <Variable VarIndex="3" Expression="LepGood_miniRelIsoCharged" Label="LepGood_miniRelIsoCharged" Title="LepGood_miniRelIsoCharged" Unit="" Internal="LepGood_miniRelIsoCharged" Type="D" Min="0.00000000e+00" Max="3.99997979e-01"/>
    <Variable VarIndex="4" Expression="LepGood_miniRelIsoNeutral" Label="LepGood_miniRelIsoNeutral" Title="LepGood_miniRelIsoNeutral" Unit="" Internal="LepGood_miniRelIsoNeutral" Type="D" Min="0.00000000e+00" Max="3.99999708e-01"/>
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          </Node>
        </Node>
      </Node>
    </BinaryTree>
  </Weights>
</MethodSetup>
