Teacher for the Combination MVA method. More...

#include <Combination.h>

Inheritance diagram for CombinationTeacher:

Collaboration diagram for CombinationTeacher:

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Public Member Functions
	CombinationTeacher (const GeneralOptions &general_options, const CombinationOptions &specific_options)
	Constructs a new teacher using the GeneralOptions and specific options of this training.

virtual Weightfile	train (Dataset &training_data) const override
	Train a mva method using the given dataset returning a Weightfile.

Protected Attributes
GeneralOptions	m_general_options
	GeneralOptions containing all shared options.

Private Attributes
CombinationOptions	m_specific_options
	Method specific options.

Detailed Description

Teacher for the Combination MVA method.

Definition at line 60 of file Combination.h.

Constructor & Destructor Documentation

◆ CombinationTeacher()

CombinationTeacher	(	const GeneralOptions &	general_options,
		const CombinationOptions &	specific_options
	)

Constructs a new teacher using the GeneralOptions and specific options of this training.

Parameters

general_options	defining all shared options
specific_options	defininf all method specific options

Definition at line 56 of file Combination.cc.

57 : Teacher(general_options),

58 m_specific_options(specific_options) { }

Belle2::MVA::CombinationTeacher::m_specific_options

CombinationOptions m_specific_options

Method specific options.

Definition: Combination.h:77

Belle2::MVA::Teacher::Teacher

Teacher(const GeneralOptions &general_options)

Constructs a new teacher using the GeneralOptions for this training.

Definition: Teacher.cc:18

Member Function Documentation

◆ train()

Weightfile train ( Dataset & training_data ) const

overridevirtual

Train a mva method using the given dataset returning a Weightfile.

Parameters

training_data used to train the method

Implements Teacher.

Definition at line 60 of file Combination.cc.

    {
 
      Weightfile weightfile;
      weightfile.addOptions(m_general_options);
      weightfile.addOptions(m_specific_options);
 
      for (unsigned int i = 0; i < m_specific_options.m_weightfiles.size(); ++i) {
        weightfile.addFile("Combination_Weightfile" + std::to_string(i), m_specific_options.m_weightfiles[i]);
      }
 
      weightfile.addSignalFraction(training_data.getSignalFraction());
 
      return weightfile;
 
    }

Member Data Documentation

◆ m_general_options

GeneralOptions m_general_options

protectedinherited

GeneralOptions containing all shared options.

Definition at line 49 of file Teacher.h.

◆ m_specific_options

CombinationOptions m_specific_options

private

Method specific options.

Definition at line 77 of file Combination.h.

The documentation for this class was generated from the following files:

mva/methods/include/Combination.h
mva/methods/src/Combination.cc

Public Member Functions

Protected Attributes

Private Attributes