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Warning, /analysis/PhotonConversion/Training/training/default/weights/aback_LikelihoodD.weights.xml is written in an unsupported language. File is not indexed.

0001 <?xml version="1.0"?>
0002 <MethodSetup Method="Likelihood::LikelihoodD">
0003   <GeneralInfo>
0004     <Info name="TMVA Release" value="4.2.1 [262657]"/>
0005     <Info name="ROOT Release" value="6.16/00 [397312]"/>
0006     <Info name="Creator" value="vassalli"/>
0007     <Info name="Date" value="Mon Jul 22 19:08:26 2019"/>
0008     <Info name="Host" value="Linux cvmfswrite01.sdcc.bnl.gov 3.10.0-693.11.6.el7.x86_64 #1 SMP Wed Jan 3 18:09:42 CST 2018 x86_64 x86_64 x86_64 GNU/Linux"/>
0009     <Info name="Dir" value="/home/condor/local/sdcc/execute/dir_48382/training"/>
0010     <Info name="Training events" value="52985"/>
0011     <Info name="TrainingTime" value="2.00515985e-01"/>
0012     <Info name="AnalysisType" value="Classification"/>
0013   </GeneralInfo>
0014   <Options>
0015     <Option name="V" modified="Yes">False</Option>
0016     <Option name="VerbosityLevel" modified="No">Default</Option>
0017     <Option name="VarTransform" modified="Yes">Decorrelate</Option>
0018     <Option name="H" modified="Yes">False</Option>
0019     <Option name="CreateMVAPdfs" modified="No">False</Option>
0020     <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
0021     <Option name="TransformOutput" modified="Yes">False</Option>
0022   </Options>
0023   <Variables NVar="6">
0024     <Variable VarIndex="0" Expression="track_deta" Label="track_deta" Title="track_deta" Unit="" Internal="track_deta" Type="F" Min="0.00000000e+00" Max="1.75113082e+00"/>
0025     <Variable VarIndex="1" Expression="track_pT" Label="track_pT" Title="track_pT" Unit="" Internal="track_pT" Type="F" Min="2.01775104e-01" Max="2.70302979e+02"/>
0026     <Variable VarIndex="2" Expression="approach_dist" Label="approach_dist" Title="approach_dist" Unit="" Internal="approach_dist" Type="F" Min="5.67267352e-06" Max="2.01640762e+02"/>
0027     <Variable VarIndex="3" Expression="vtx_radius" Label="vtx_radius" Title="vtx_radius" Unit="" Internal="vtx_radius" Type="F" Min="2.12119352e-32" Max="3.35550385e+02"/>
0028     <Variable VarIndex="4" Expression="vtx_chi2" Label="vtx_chi2" Title="vtx_chi2" Unit="" Internal="vtx_chi2" Type="F" Min="-7.47850388e-02" Max="3.05772888e+02"/>
0029     <Variable VarIndex="5" Expression="cluster_prob" Label="cluster_prob" Title="cluster_prob" Unit="" Internal="cluster_prob" Type="F" Min="0.00000000e+00" Max="9.99983728e-01"/>
0030   </Variables>
0031   <Spectators NSpec="0"/>
0032   <Classes NClass="2">
0033     <Class Name="Signal" Index="0"/>
0034     <Class Name="Background" Index="1"/>
0035   </Classes>
0036   <Transformations NTransformations="1">
0037     <Transform Name="Decorrelation">
0038       <Selection>
0039         <Input NInputs="6">
0040           <Input Type="Variable" Label="track_deta" Expression="track_deta"/>
0041           <Input Type="Variable" Label="track_pT" Expression="track_pT"/>
0042           <Input Type="Variable" Label="approach_dist" Expression="approach_dist"/>
0043           <Input Type="Variable" Label="vtx_radius" Expression="vtx_radius"/>
0044           <Input Type="Variable" Label="vtx_chi2" Expression="vtx_chi2"/>
0045           <Input Type="Variable" Label="cluster_prob" Expression="cluster_prob"/>
0046         </Input>
0047         <Output NOutputs="6">
0048           <Output Type="Variable" Label="track_deta" Expression="track_deta"/>
0049           <Output Type="Variable" Label="track_pT" Expression="track_pT"/>
0050           <Output Type="Variable" Label="approach_dist" Expression="approach_dist"/>
0051           <Output Type="Variable" Label="vtx_radius" Expression="vtx_radius"/>
0052           <Output Type="Variable" Label="vtx_chi2" Expression="vtx_chi2"/>
0053           <Output Type="Variable" Label="cluster_prob" Expression="cluster_prob"/>
0054         </Output>
0055       </Selection>
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0058       </Matrix>
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0061       </Matrix>
0062       <Matrix Rows="6" Columns="6">
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0064       </Matrix>
0065     </Transform>
0066   </Transformations>
0067   <MVAPdfs/>
0068   <Weights NVariables="6" NClasses="2">
0069     <PDFDescriptor VarIndex="0" ClassIndex="0">
0070       <PDF Name="LikelihoodD PDF Sig[0]" MinNSmooth="20" MaxNSmooth="20" InterpolMethod="2" KDE_type="1" KDE_iter="1" KDE_border="1" KDE_finefactor="1.0000000000000000e+00">
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0076     <PDFDescriptor VarIndex="0" ClassIndex="1">
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0105       <PDF Name="LikelihoodD PDF Bkg[2]" MinNSmooth="5" MaxNSmooth="5" InterpolMethod="2" KDE_type="1" KDE_iter="1" KDE_border="1" KDE_finefactor="1.0000000000000000e+00">
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0153   </Weights>
0154 </MethodSetup>