FT::Eval::Evaluation Class Reference

evaluation mixin class for Feat More...

#include <evaluation.h>

Collaboration diagram for FT::Eval::Evaluation:

Public Member Functions
	Evaluation (string scorer="")
	~Evaluation ()
void	validation (vector< Individual > &individuals, const Data &d, const Parameters &params, bool offspring=false)
	validation of population. More...
void	fitness (vector< Individual > &individuals, const Data &d, const Parameters &params, bool offspring=false)
	fitness of population. More...
float	marginal_fairness (VectorXf &loss, const Data &d, float base_score, bool use_alpha=false)
void	assign_fit (Individual &ind, const shared_ptr< CLabels > &yhat, const Data &d, const Parameters &params, bool val=false)
	assign fitness to an individual. More...

Public Attributes
Scorer	S

Detailed Description

evaluation mixin class for Feat

Definition at line 33 of file evaluation.h.

Constructor & Destructor Documentation

Evaluation()

FT::Eval::Evaluation::Evaluation

(

string

scorer = ""

)

Definition at line 15 of file evaluation.cc.

~Evaluation()

FT::Eval::Evaluation::~Evaluation

(

)

Definition at line 20 of file evaluation.cc.

Member Function Documentation

assign_fit()

void FT::Eval::Evaluation::assign_fit	(	Individual &	ind,
		const shared_ptr< CLabels > &	yhat,
		const Data &	d,
		const Parameters &	params,
		bool	val = false
	)

assign fitness to an individual.

assign raw errors and aggregate fitnesses to individuals.

Input:

 ind: individual 
 yhat: predicted output of ind
 d: data
 params: feat parameters

Output:

 modifies individual metrics

Definition at line 157 of file evaluation.cc.

fitness()

void FT::Eval::Evaluation::fitness	(	vector< Individual > &	individuals,
		const Data &	d,
		const Parameters &	params,
		bool	offspring = false
	)

fitness of population.

 @param individuals: population
 @param d: Data structure
 @param params: algorithm parameters
 @param offspring: if true, only evaluate last half of population

Output

 individuals.fitness, yhat, error is modified

Definition at line 71 of file evaluation.cc.

marginal_fairness()

float FT::Eval::Evaluation::marginal_fairness	(	VectorXf &	loss,
		const Data &	d,
		float	base_score,
		bool	use_alpha = false
	)

Definition at line 200 of file evaluation.cc.

validation()

void FT::Eval::Evaluation::validation	(	vector< Individual > &	individuals,
		const Data &	d,
		const Parameters &	params,
		bool	offspring = false
	)

validation of population.

Definition at line 22 of file evaluation.cc.

Member Data Documentation

S

Scorer FT::Eval::Evaluation::S

Definition at line 74 of file evaluation.h.

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

• evaluation.h
• evaluation.cc