Warning, /analysis/PhotonConversion/Training/weights/vtxFactory_MLP_ANN.weights.xml is written in an unsupported language. File is not indexed.
0001 <?xml version="1.0"?>
0002 <MethodSetup Method="MLP::MLP_ANN">
0003 <GeneralInfo>
0004 <Info name="TMVA Release" value="4.2.0 [262656]"/>
0005 <Info name="ROOT Release" value="5.34/38 [336422]"/>
0006 <Info name="Creator" value="vassalli"/>
0007 <Info name="Date" value="Thu Jul 25 16:46:47 2019"/>
0008 <Info name="Host" value="Linux cvmfswrite02.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="50639"/>
0011 <Info name="TrainingTime" value="1.13700480e+02"/>
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="7">
0049 <Variable VarIndex="0" Expression="track1_pt" Label="track1_pt" Title="track1_pt" Unit="" Internal="track1_pt" Type="F" Min="2.27336377e-01" Max="1.30949610e+07"/>
0050 <Variable VarIndex="1" Expression="track2_pt" Label="track2_pt" Title="track2_pt" Unit="" Internal="track2_pt" Type="F" Min="2.01775104e-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="-3.14143348e+00" Max="3.14155984e+00"/>
0052 <Variable VarIndex="3" Expression="track1_phi-track2_phi" Label="track1_phi-track2_phi" Title="d#phi" Unit="rad" Internal="track1_phi_M_track2_phi" Type="F" Min="-6.28082085e+00" Max="6.27153397e+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="1.00661254e+00"/>
0054 <Variable VarIndex="5" Expression="track1_eta-track2_eta" Label="track1_eta-track2_eta" Title="d#eta" Unit="rad" Internal="track1_eta_M_track2_eta" Type="F" Min="-7.91844368e-01" Max="7.59224176e-01"/>
0055 <Variable VarIndex="6" Expression="vtx_radius" Label="vtx_radius" Title="radius" Unit="[cm]" Internal="vtx_radius" Type="F" Min="5.64375799e-03" Max="3.35550385e+02"/>
0056 </Variables>
0057 <Spectators NSpec="0"/>
0058 <Classes NClass="1">
0059 <Class Name="Regression" Index="0"/>
0060 </Classes>
0061 <Targets NTrgt="1">
0062 <Target TargetIndex="0" Expression="tvtx_radius" Label="tvtx_radius" Title="radius" Unit="[cm]" Internal="tvtx_radius" Type="F" Min="2.00055170e+00" Max="2.09999981e+01"/>
0063 </Targets>
0064 <Transformations NTransformations="0"/>
0065 <MVAPdfs/>
0066 <Weights>
0067 <Layout NLayers="3">
0068 <Layer Index="0" NNeurons="8">
0069 <Neuron NSynapses="5">
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0071 </Neuron>
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0074 </Neuron>
0075 <Neuron NSynapses="5">
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0089 </Neuron>
0090 <Neuron NSynapses="5">
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0092 </Neuron>
0093 </Layer>
0094 <Layer Index="1" NNeurons="6">
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0106 </Neuron>
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0109 </Neuron>
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0112 </Neuron>
0113 </Layer>
0114 <Layer Index="2" NNeurons="1">
0115 <Neuron NSynapses="0"/>
0116 </Layer>
0117 </Layout>
0118 </Weights>
0119 </MethodSetup>
