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0001 <?xml version="1.0"?>
0002 <MethodSetup Method="MLP::MLP_ANN">
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 19:31:13 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="50637"/>
0011 <Info name="TrainingTime" value="9.49135749e+01"/>
0012 <Info name="AnalysisType" value="Regression"/>
0013 </GeneralInfo>
0014 <Options>
0015 <Option name="NCycles" modified="No">500</Option>
0016 <Option name="HiddenLayers" modified="Yes">5</Option>
0017 <Option name="NeuronType" modified="No">sigmoid</Option>
0018 <Option name="RandomSeed" modified="No">1</Option>
0019 <Option name="EstimatorType" modified="No">MSE</Option>
0020 <Option name="NeuronInputType" modified="No">sum</Option>
0021 <Option name="V" modified="No">False</Option>
0022 <Option name="VerbosityLevel" modified="No">Default</Option>
0023 <Option name="VarTransform" modified="No">None</Option>
0024 <Option name="H" modified="No">False</Option>
0025 <Option name="CreateMVAPdfs" modified="No">False</Option>
0026 <Option name="IgnoreNegWeightsInTraining" modified="No">False</Option>
0027 <Option name="TrainingMethod" modified="No">BP</Option>
0028 <Option name="LearningRate" modified="No">2.000000e-02</Option>
0029 <Option name="DecayRate" modified="No">1.000000e-02</Option>
0030 <Option name="TestRate" modified="No">10</Option>
0031 <Option name="EpochMonitoring" modified="No">False</Option>
0032 <Option name="Sampling" modified="No">1.000000e+00</Option>
0033 <Option name="SamplingEpoch" modified="No">1.000000e+00</Option>
0034 <Option name="SamplingImportance" modified="No">1.000000e+00</Option>
0035 <Option name="SamplingTraining" modified="No">True</Option>
0036 <Option name="SamplingTesting" modified="No">False</Option>
0037 <Option name="ResetStep" modified="No">50</Option>
0038 <Option name="Tau" modified="No">3.000000e+00</Option>
0039 <Option name="BPMode" modified="No">sequential</Option>
0040 <Option name="BatchSize" modified="No">-1</Option>
0041 <Option name="ConvergenceImprove" modified="No">1.000000e-30</Option>
0042 <Option name="ConvergenceTests" modified="No">-1</Option>
0043 <Option name="UseRegulator" modified="No">False</Option>
0044 <Option name="UpdateLimit" modified="No">10000</Option>
0045 <Option name="CalculateErrors" modified="No">False</Option>
0046 <Option name="WeightRange" modified="No">1.000000e+00</Option>
0047 </Options>
0048 <Variables NVar="8">
0049 <Variable VarIndex="0" Expression="track1_pt" Label="track1_pt" Title="track1_pt" Unit="" Internal="track1_pt" Type="F" Min="2.27336377e-01" Max="1.42276688e+05"/>
0050 <Variable VarIndex="1" Expression="track2_pt" Label="track2_pt" Title="track2_pt" Unit="" Internal="track2_pt" Type="F" Min="2.27539450e-01" Max="2.31625450e+06"/>
0051 <Variable VarIndex="2" Expression="track1_phi" Label="track1_phi" Title="track1_phi" Unit="" Internal="track1_phi" Type="F" Min="-3.14126015e+00" Max="3.14155984e+00"/>
0052 <Variable VarIndex="3" Expression="track2_phi" Label="track2_phi" Title="track2_phi" Unit="" Internal="track2_phi" Type="F" Min="-3.14148283e+00" Max="3.14152479e+00"/>
0053 <Variable VarIndex="4" Expression="track1_eta" Label="track1_eta" Title="track1_eta" Unit="" Internal="track1_eta" Type="F" Min="-1.00359535e+00" Max="1.00525796e+00"/>
0054 <Variable VarIndex="5" Expression="track2_eta" Label="track2_eta" Title="track2_eta" Unit="" Internal="track2_eta" Type="F" Min="-1.00395036e+00" Max="1.00106847e+00"/>
0055 <Variable VarIndex="6" Expression="vtx_eta" Label="vtx_eta" Title="F" Unit="#eta" Internal="vtx_eta" Type="F" Min="-1.65806377e+00" Max="1.48149848e+00"/>
0056 <Variable VarIndex="7" Expression="vtx_phi" Label="vtx_phi" Title="F" Unit="#phi" Internal="vtx_phi" Type="F" Min="-3.14138889e+00" Max="3.14144397e+00"/>
0057 </Variables>
0058 <Spectators NSpec="0"/>
0059 <Classes NClass="1">
0060 <Class Name="Regression" Index="0"/>
0061 </Classes>
0062 <Targets NTrgt="1">
0063 <Target TargetIndex="0" Expression="vtx_radius" Label="vtx_radius" Title="radius" Unit="[cm]" Internal="vtx_radius" Type="F" Min="5.64375799e-03" Max="2.94388672e+02"/>
0064 </Targets>
0065 <Transformations NTransformations="0"/>
0066 <MVAPdfs/>
0067 <Weights>
0068 <Layout NLayers="3">
0069 <Layer Index="0" NNeurons="9">
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0117 </Layer>
0118 <Layer Index="2" NNeurons="1">
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0120 </Layer>
0121 </Layout>
0122 </Weights>
0123 </MethodSetup>
