Brush::Eval::Evaluation< T > Class Template Reference

Class for evaluating the fitness of individuals in a population. More...

#include <evaluation.h>

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Public Member Functions
	Evaluation ()
	Constructor for Evaluation class.
	~Evaluation ()
void	set_scorer (string scorer)
	Set the scorer for evaluation.
string	get_scorer ()
	Get the current scorer.
void	update_fitness (Population< T > &pop, int island, const Dataset &data, const Parameters &params, bool fit=true, bool validation=true)
	Update the fitness of individuals in a population.
void	assign_fit (Individual< T > &ind, const Dataset &data, const Parameters &params, bool val=false)
	Assign fitness to an individual.

Public Attributes
Scorer< T >	S

Detailed Description

template<ProgramType T>
class Brush::Eval::Evaluation< T >

Class for evaluating the fitness of individuals in a population.

Definition at line 27 of file evaluation.h.

Constructor & Destructor Documentation

Evaluation()

template<ProgramType T>

Brush::Eval::Evaluation< T >::Evaluation ( )

inline

Constructor for Evaluation class.

Initializes the scorer based on the program type.

Definition at line 34 of file evaluation.h.

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~Evaluation()

template<ProgramType T>

Brush::Eval::Evaluation< T >::~Evaluation ( )

inline

Definition at line 49 of file evaluation.h.

Member Function Documentation

assign_fit()

template<ProgramType T>

void Brush::Eval::Evaluation< T >::assign_fit	(	Individual< T > &	ind,
		const Dataset &	data,
		const Parameters &	params,
		bool	val = false )

Assign fitness to an individual.

Parameters

ind	The individual to assign fitness to.
data	The dataset for evaluation.
params	The parameters for evaluation.
val	Flag indicating whether it is validation fitness.

Definition at line 45 of file evaluation.cpp.

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get_scorer()

template<ProgramType T>

string Brush::Eval::Evaluation< T >::get_scorer ( )

inline

Get the current scorer.

Returns

The current scorer.

Definition at line 61 of file evaluation.h.

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set_scorer()

template<ProgramType T>

void Brush::Eval::Evaluation< T >::set_scorer ( string scorer )

inline

Set the scorer for evaluation.

Parameters

scorer

The scorer to be set.

Definition at line 55 of file evaluation.h.

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update_fitness()

template<ProgramType T>

void Brush::Eval::Evaluation< T >::update_fitness	(	Population< T > &	pop,
		int	island,
		const Dataset &	data,
		const Parameters &	params,
		bool	fit = true,
		bool	validation = true )

Update the fitness of individuals in a population.

Parameters

pop	The population to update.
island	The island index.
data	The dataset for evaluation.
params	The parameters for evaluation.
fit	Flag indicating whether to update fitness.
validation	Flag indicating whether to perform validation.

Definition at line 9 of file evaluation.cpp.

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Member Data Documentation

S

template<ProgramType T>

Scorer<T> Brush::Eval::Evaluation< T >::S

Definition at line 29 of file evaluation.h.

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

• evaluation.h
• evaluation.cpp