CModelSelection Class Reference

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Detailed Description

Abstract base class for model selection. Takes a parameter tree which specifies parameters for model selection, and a cross-validation instance and searches for the best combination of parameters in the abstract method select_model(), which has to be implemented in concrete sub-classes.

Definition at line 30 of file ModelSelection.h.

Inheritance diagram for CModelSelection:

List of all members.

Public Member Functions
	CModelSelection (CModelSelectionParameters *model_parameters, CCrossValidation *cross_validation)
virtual	~CModelSelection ()
virtual CParameterCombination *	select_model ()=0
virtual const char *	get_name () const
Protected Attributes
CModelSelectionParameters *	m_model_parameters
CCrossValidation *	m_cross_validation

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Constructor & Destructor Documentation

CModelSelection	(	CModelSelectionParameters *	model_parameters,
		CCrossValidation *	cross_validation
	)

constructor

Parameters:

	model_parameters	parameter tree with model parameters to optimize
	cross_validation	cross-validation instance to use for evaluation of a certain combination of parameters

Definition at line 18 of file ModelSelection.cpp.

~CModelSelection

(

)

[virtual]

destructor

Definition at line 33 of file ModelSelection.cpp.

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Member Function Documentation

virtual const char* get_name

(

void

)

const [virtual]

Returns:

name of the SGSerializable

Implements CSGObject.

Reimplemented in CGridSearchModelSelection.

Definition at line 51 of file ModelSelection.h.

virtual CParameterCombination* select_model

(

)

[pure virtual]

abstract method to select model

Returns:

best combination of model parameters

Implemented in CGridSearchModelSelection.

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Member Data Documentation

CCrossValidation* m_cross_validation [protected]

cross validation

Definition at line 57 of file ModelSelection.h.

CModelSelectionParameters* m_model_parameters [protected]

model parameters

Definition at line 55 of file ModelSelection.h.

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

• ModelSelection.h
• ModelSelection.cpp