Teacher Class Reference

Abstract base class of all Teachers Each MVA library has its own implementation of this class, so all libraries can be accessed via this common interface. More...

#include <Teacher.h>

Inheritance diagram for Teacher:

Collaboration diagram for Teacher:

Public Member Functions
	Teacher (const GeneralOptions &general_options)
	Constructs a new teacher using the GeneralOptions for this training.
virtual Weightfile	train (Dataset &training_data) const =0
	Train a mva method using the given dataset returning a Weightfile.
virtual	~Teacher ()=default
	Virtual destructor.

Protected Attributes
GeneralOptions	m_general_options
	GeneralOptions containing all shared options.

Detailed Description

Abstract base class of all Teachers Each MVA library has its own implementation of this class, so all libraries can be accessed via this common interface.

Definition at line 29 of file Teacher.h.

Constructor & Destructor Documentation

Teacher()

Teacher ( const GeneralOptions &  general_options )

explicit

Constructs a new teacher using the GeneralOptions for this training.

Parameters

general_options

defining all shared options

Definition at line 18 of file Teacher.cc.

: m_general_options(general_options) {  }

Member Function Documentation

train()

virtual Weightfile train ( Dataset &  training_data ) const

pure virtual

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

Parameters

training_data

used to train the method

Implemented in CombinationTeacher, FANNTeacher, FastBDTTeacher, PDFTeacher, PythonTeacher, RegressionTeacher< BaseClassifierTeacher, RegressionClassifierOptions >, ReweighterTeacher, TMVATeacherClassification, TMVATeacherMulticlass, TMVATeacherRegression, and TrivialTeacher.

Member Data Documentation

m_general_options

GeneralOptions m_general_options

protected

GeneralOptions containing all shared options.

Definition at line 49 of file Teacher.h.

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

• mva/interface/include/Teacher.h
• mva/interface/src/Teacher.cc