slifis::RBB_PARAMS Struct Reference

Holds parameters for rule base building from data, see Learning rules from data. More...

#include <rule_base.hpp>

List of all members.

Public Member Functions
	RBB_PARAMS ()
	Constructor, assigns default values.
Public Attributes
bool	DoReduce
	Do "reduce" step for Mamdani rule base, see Reducing rule base.
EN_REDUCE_METHOD	ReduceMethod
bool	DoFactorize
	Do "factorize" step for Mamdani rule base, see Factorizing rule base.
double	TS_fuzzy_threshold
	fuzzy threshold for adding points to the subset of points when estimating TS coefficients, default value is 0.5
size_t	NbPoints
	holds the number of points of the data set used to build the rule base (minus the one below) When building a rule base from a DATA_SET using SLIFIS::BuildRuleBaseFromData, holds the number of datapoints for which no rule has been built.
size_t	NbUnable

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Detailed Description

Holds parameters for rule base building from data, see Learning rules from data.

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Constructor & Destructor Documentation

slifis::RBB_PARAMS::RBB_PARAMS

(

)

[inline]

Constructor, assigns default values.

References DoFactorize, DoReduce, slifis::REDM_HIGHEST_NBRULES, ReduceMethod, and TS_fuzzy_threshold.

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Member Data Documentation

bool slifis::RBB_PARAMS::DoReduce

Do "reduce" step for Mamdani rule base, see Reducing rule base.

Referenced by slifis::SLIFIS::BuildRuleBaseFromData(), and RBB_PARAMS().

EN_REDUCE_METHOD slifis::RBB_PARAMS::ReduceMethod

Referenced by slifis::SLIFIS::BuildRuleBaseFromData(), and RBB_PARAMS().

bool slifis::RBB_PARAMS::DoFactorize

Do "factorize" step for Mamdani rule base, see Factorizing rule base.

Referenced by slifis::SLIFIS::BuildRuleBaseFromData(), and RBB_PARAMS().

double slifis::RBB_PARAMS::TS_fuzzy_threshold

fuzzy threshold for adding points to the subset of points when estimating TS coefficients, default value is 0.5

Referenced by slifis::SLIFIS::BuildTSRulesFromValues(), and RBB_PARAMS().

size_t slifis::RBB_PARAMS::NbPoints

holds the number of points of the data set used to build the rule base (minus the one below) When building a rule base from a DATA_SET using SLIFIS::BuildRuleBaseFromData, holds the number of datapoints for which no rule has been built.

Referenced by slifis::SLIFIS::BuildRuleBaseFromData().

size_t slifis::RBB_PARAMS::NbUnable

Referenced by slifis::SLIFIS::BuildRuleBaseFromData().