default/weights/aback_LikelihoodD.weights.xml

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="Tue Jul 23 11:55:45 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="/direct/phenix+u/vassalli/sphenix/single/Training"/>
0010     <Info name="Training events" value="16285"/>
0011     <Info name="TrainingTime" value="1.21728897e-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="10">
0024     <Variable VarIndex="0" Expression="track_deta" Label="track_deta" Title="track_deta" Unit="" Internal="track_deta" Type="F" Min="5.96046448e-08" Max="1.94615316e+00"/>
0025     <Variable VarIndex="1" Expression="track_dlayer" Label="track_dlayer" Title="track_dlayer" Unit="" Internal="track_dlayer" Type="I" Min="-3.10000000e+01" Max="3.10000000e+01"/>
0026     <Variable VarIndex="2" Expression="track_layer" Label="track_layer" Title="track_layer" Unit="" Internal="track_layer" Type="I" Min="0.00000000e+00" Max="3.80000000e+01"/>
0027     <Variable VarIndex="3" Expression="track_pT" Label="track_pT" Title="track_pT" Unit="" Internal="track_pT" Type="F" Min="1.69785351e-01" Max="7.98480682e+01"/>
0028     <Variable VarIndex="4" Expression="approach_dist" Label="approach_dist" Title="approach_dist" Unit="" Internal="approach_dist" Type="F" Min="1.25233009e-06" Max="4.40610886e+01"/>
0029     <Variable VarIndex="5" Expression="vtx_radius" Label="vtx_radius" Title="vtx_radius" Unit="" Internal="vtx_radius" Type="F" Min="3.56204420e-37" Max="1.02318924e+02"/>
0030     <Variable VarIndex="6" Expression="vtx_chi2" Label="vtx_chi2" Title="vtx_chi2" Unit="" Internal="vtx_chi2" Type="F" Min="5.22654283e-38" Max="2.32217674e+01"/>
0031     <Variable VarIndex="7" Expression="vtxTrackRZ_dist" Label="vtxTrackRZ_dist" Title="vtxTrackRZ_dist" Unit="" Internal="vtxTrackRZ_dist" Type="F" Min="0.00000000e+00" Max="1.14041382e+02"/>
0032     <Variable VarIndex="8" Expression="photon_pT" Label="photon_pT" Title="photon_pT" Unit="" Internal="photon_pT" Type="F" Min="3.01368604e-03" Max="1.25486572e+04"/>
0033     <Variable VarIndex="9" Expression="cluster_prob" Label="cluster_prob" Title="cluster_prob" Unit="" Internal="cluster_prob" Type="F" Min="0.00000000e+00" Max="9.99658644e-01"/>
0034   </Variables>
0035   <Spectators NSpec="0"/>
0036   <Classes NClass="2">
0037     <Class Name="Signal" Index="0"/>
0038     <Class Name="Background" Index="1"/>
0039   </Classes>
0040   <Transformations NTransformations="1">
0041     <Transform Name="Decorrelation">
0042       <Selection>
0043         <Input NInputs="10">
0044           <Input Type="Variable" Label="track_deta" Expression="track_deta"/>
0045           <Input Type="Variable" Label="track_dlayer" Expression="track_dlayer"/>
0046           <Input Type="Variable" Label="track_layer" Expression="track_layer"/>
0047           <Input Type="Variable" Label="track_pT" Expression="track_pT"/>
0048           <Input Type="Variable" Label="approach_dist" Expression="approach_dist"/>
0049           <Input Type="Variable" Label="vtx_radius" Expression="vtx_radius"/>
0050           <Input Type="Variable" Label="vtx_chi2" Expression="vtx_chi2"/>
0051           <Input Type="Variable" Label="vtxTrackRZ_dist" Expression="vtxTrackRZ_dist"/>
0052           <Input Type="Variable" Label="photon_pT" Expression="photon_pT"/>
0053           <Input Type="Variable" Label="cluster_prob" Expression="cluster_prob"/>
0054         </Input>
0055         <Output NOutputs="10">
0056           <Output Type="Variable" Label="track_deta" Expression="track_deta"/>
0057           <Output Type="Variable" Label="track_dlayer" Expression="track_dlayer"/>
0058           <Output Type="Variable" Label="track_layer" Expression="track_layer"/>
0059           <Output Type="Variable" Label="track_pT" Expression="track_pT"/>
0060           <Output Type="Variable" Label="approach_dist" Expression="approach_dist"/>
0061           <Output Type="Variable" Label="vtx_radius" Expression="vtx_radius"/>
0062           <Output Type="Variable" Label="vtx_chi2" Expression="vtx_chi2"/>
0063           <Output Type="Variable" Label="vtxTrackRZ_dist" Expression="vtxTrackRZ_dist"/>
0064           <Output Type="Variable" Label="photon_pT" Expression="photon_pT"/>
0065           <Output Type="Variable" Label="cluster_prob" Expression="cluster_prob"/>
0066         </Output>
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