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Reference Guide
TMVA_SOFIE_RDataFrame Namespace Reference

Variables

 c1 = ROOT.TCanvas()
 df1 = ROOT.RDataFrame("sig_tree", inputFile)
 df2 = ROOT.RDataFrame("bkg_tree", inputFile)
 h1 = df1.Define("DNN_Value", "sofie_functor(rdfslot_,m_jj, m_jjj, m_lv, m_jlv, m_bb, m_wbb, m_wwbb)").Histo1D(("h_sig", "", 100, 0, 1),"DNN_Value")
 h2 = df2.Define("DNN_Value", "sofie_functor(rdfslot_,m_jj, m_jjj, m_lv, m_jlv, m_bb, m_wbb, m_wwbb)").Histo1D(("h_bkg", "", 100, 0, 1),"DNN_Value")
str inputFile = str(ROOT.gROOT.GetTutorialDir()) + "/machine_learning/data/Higgs_data.root"
 model = ROOT.TMVA.Experimental.SOFIE.PyKeras.Parse(modelFile)
str modelFile = "HiggsModel.keras"
str modelName = "HiggsModel"

Variable Documentation

◆ c1

TMVA_SOFIE_RDataFrame.c1 = ROOT.TCanvas()

Definition at line 54 of file TMVA_SOFIE_RDataFrame.py.

◆ df1

TMVA_SOFIE_RDataFrame.df1 = ROOT.RDataFrame("sig_tree", inputFile)

Definition at line 39 of file TMVA_SOFIE_RDataFrame.py.

◆ df2

TMVA_SOFIE_RDataFrame.df2 = ROOT.RDataFrame("bkg_tree", inputFile)

Definition at line 42 of file TMVA_SOFIE_RDataFrame.py.

◆ h1

TMVA_SOFIE_RDataFrame.h1 = df1.Define("DNN_Value", "sofie_functor(rdfslot_,m_jj, m_jjj, m_lv, m_jlv, m_bb, m_wbb, m_wwbb)").Histo1D(("h_sig", "", 100, 0, 1),"DNN_Value")

Definition at line 40 of file TMVA_SOFIE_RDataFrame.py.

◆ h2

TMVA_SOFIE_RDataFrame.h2 = df2.Define("DNN_Value", "sofie_functor(rdfslot_,m_jj, m_jjj, m_lv, m_jlv, m_bb, m_wbb, m_wwbb)").Histo1D(("h_bkg", "", 100, 0, 1),"DNN_Value")

Definition at line 43 of file TMVA_SOFIE_RDataFrame.py.

◆ inputFile

str TMVA_SOFIE_RDataFrame.inputFile = str(ROOT.gROOT.GetTutorialDir()) + "/machine_learning/data/Higgs_data.root"

Definition at line 38 of file TMVA_SOFIE_RDataFrame.py.

◆ model

TMVA_SOFIE_RDataFrame.model = ROOT.TMVA.Experimental.SOFIE.PyKeras.Parse(modelFile)

Definition at line 25 of file TMVA_SOFIE_RDataFrame.py.

◆ modelFile

str TMVA_SOFIE_RDataFrame.modelFile = "HiggsModel.keras"

Definition at line 18 of file TMVA_SOFIE_RDataFrame.py.

◆ modelName

str TMVA_SOFIE_RDataFrame.modelName = "HiggsModel"

Definition at line 19 of file TMVA_SOFIE_RDataFrame.py.