slifis::ESTIM_ERROR Struct Reference

A structure holding numerical values on errors when estimating TS coefficients from a subset. More...

#include <rule_idx.hpp>

List of all members.

Public Member Functions
void	Clear ()
	Number of points used to compute error.
	ESTIM_ERROR ()
void	Print (FILE *f, const char *msg=0) const
Public Attributes
double	mse
double	mae
	Mean Squared Error, see http://en.wikipedia.org/wiki/Mean_squared_error.
double	diff_max
	Mean Absolute Error.
double	relative_error
size_t	NbPoints
	relative error, as computed by the fitting process

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Detailed Description

A structure holding numerical values on errors when estimating TS coefficients from a subset.

Used in RULE_IDX::ComputeTSError()

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Constructor & Destructor Documentation

slifis::ESTIM_ERROR::ESTIM_ERROR

(

)

[inline]

References Clear().

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Member Function Documentation

void slifis::ESTIM_ERROR::Clear

(

)

[inline]

Number of points used to compute error.

References diff_max, mae, mse, NbPoints, and relative_error.

Referenced by ESTIM_ERROR().

void slifis::ESTIM_ERROR::Print	(	FILE *	f,
		const char *	msg = 0
	)		const

References diff_max, mae, mse, NbPoints, and relative_error.

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Member Data Documentation

double slifis::ESTIM_ERROR::mse

Referenced by Clear(), slifis::RULE_IDX::ComputeTSError(), and Print().

double slifis::ESTIM_ERROR::mae

Mean Squared Error, see http://en.wikipedia.org/wiki/Mean_squared_error.

Referenced by Clear(), slifis::RULE_IDX::ComputeTSError(), and Print().

double slifis::ESTIM_ERROR::diff_max

Mean Absolute Error.

max deviation value between fitted value and real value

Referenced by Clear(), slifis::RULE_IDX::ComputeTSError(), and Print().

double slifis::ESTIM_ERROR::relative_error

Referenced by slifis::SLIFIS::BuildTSRulesFromValues(), Clear(), and Print().

size_t slifis::ESTIM_ERROR::NbPoints

relative error, as computed by the fitting process

Referenced by Clear(), slifis::RULE_IDX::ComputeTSError(), and Print().