Warning, /analysis/HF-Particle/HFTrigger/weights/wCalo/TMVAClassification_Cuts.weights.xml is written in an unsupported language. File is not indexed.
0001 <?xml version="1.0"?>
0002 <MethodSetup Method="Cuts::Cuts">
0003 <GeneralInfo>
0004 <Info name="TMVA Release" value="4.2.1 [262657]"/>
0005 <Info name="ROOT Release" value="6.22/02 [398850]"/>
0006 <Info name="Creator" value="cdean"/>
0007 <Info name="Date" value="Tue Apr 20 16:49:23 2021"/>
0008 <Info name="Host" value="Linux cvmfswrite02.sdcc.bnl.gov 3.10.0-957.12.2.el7.x86_64 #1 SMP Tue May 14 15:23:27 CDT 2019 x86_64 x86_64 x86_64 GNU/Linux"/>
0009 <Info name="Dir" value="/gpfs/mnt/gpfs02/sphenix/user/cdean/scripts/HF_trigger_ML/TMVA/Odd/wCalo"/>
0010 <Info name="Training events" value="22240"/>
0011 <Info name="TrainingTime" value="2.15170383e-02"/>
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="No">None</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="FitMethod" modified="Yes">MC</Option>
0022 <Option name="EffMethod" modified="Yes">EffSel</Option>
0023 <Option name="CutRangeMin" size="7" modified="No">-1.000000e+00 -1.000000e+00 -1.000000e+00 -1.000000e+00 -1.000000e+00 -1.000000e+00 -1.000000e+00</Option>
0024 <Option name="CutRangeMax" size="7" modified="No">-1.000000e+00 -1.000000e+00 -1.000000e+00 -1.000000e+00 -1.000000e+00 -1.000000e+00 -1.000000e+00</Option>
0025 <Option name="VarProp" size="7" modified="No">FSmart FSmart FSmart FSmart FSmart FSmart FSmart</Option>
0026 </Options>
0027 <Variables NVar="7">
0028 <Variable VarIndex="0" Expression="min(track_1_IP,track_2_IP)" Label="minTrackDCA_3D" Title="track-vertex 3D DCA, min" Unit="units" Internal="minTrackDCA_3D" Type="F" Min="1.00307306e-03" Max="4.82119274e+00"/>
0029 <Variable VarIndex="1" Expression="min(abs(track_1_IP_xy),abs(track_2_IP_xy))" Label="minTrackDCA_2D" Title="track-vertex 2D DCA, min" Unit="units" Internal="minTrackDCA_2D" Type="F" Min="1.74363377e-05" Max="4.26682329e+00"/>
0030 <Variable VarIndex="2" Expression="max(track_1_IP,track_2_IP)" Label="maxTrackDCA_3D" Title="track-vertex 3D DCA, max" Unit="units" Internal="maxTrackDCA_3D" Type="F" Min="3.83873377e-03" Max="4.99581957e+00"/>
0031 <Variable VarIndex="3" Expression="max(abs(track_1_IP_xy),abs(track_2_IP_xy))" Label="maxTrackDCA_2D" Title="track-vertex 2D DCA, max" Unit="units" Internal="maxTrackDCA_2D" Type="F" Min="9.33057163e-05" Max="4.89962578e+00"/>
0032 <Variable VarIndex="4" Expression="max(track_1_EMCAL_energy_cluster,track_2_EMCAL_energy_cluster)" Label="maxTrackEMCALcluster" Title="track EMCAL cluster, max" Unit="units" Internal="maxTrackEMCALcluster" Type="F" Min="3.03516388e-02" Max="5.75867653e+00"/>
0033 <Variable VarIndex="5" Expression="track_1_track_2_DCA" Label="track_1_track_2_DCA" Title="track-track 3D DCA" Unit="units" Internal="track_1_track_2_DCA" Type="F" Min="1.57269469e-07" Max="4.99997623e-02"/>
0034 <Variable VarIndex="6" Expression="INTT_meanHits" Label="INTT_meanHits" Title="INTT avg. hits" Unit="units" Internal="INTT_meanHits" Type="F" Min="0.00000000e+00" Max="9.30000000e+01"/>
0035 </Variables>
0036 <Spectators NSpec="0"/>
0037 <Classes NClass="2">
0038 <Class Name="Signal" Index="0"/>
0039 <Class Name="Background" Index="1"/>
0040 </Classes>
0041 <Transformations NTransformations="0"/>
0042 <MVAPdfs/>
0043 <Weights OptimisationMethod="0" FitMethod="0" nbins="100">
0044 <!--Below are the optimised cuts for 7 variables: Format: ibin(hist) effS effB cutMin[ivar=0] cutMax[ivar=0] ... cutMin[ivar=n-1] cutMax[ivar=n-1]-->
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