Add the “Fuzzy Rule-based System” with some functions
Fix: FuzzyNaiveBayes to one column in the data
Fix: “membership” to dataframe with one column in the data
Fix: “Frequency” to discrete distributions
FuzzyClass 0.1.5
Add the “double weighted fuzzy gamma naive bayes classifier” asDWFuzzyGammaNaiveBayes
Add the “geometric fuzzy gamma naive bayes classifier” asGeometricFuzzyGammaNaiveBayes
Add the “Fuzzy Bayes Rule classifier” asFuzzyBayesRule
Remove the ordering method for functions with fuzzy parametersmetd=4.
FuzzyClass 0.1.4
Added a new ordering method for functions with fuzzy parameters:GauNBFuzzyParam,ExpNBFuzzyParam,GamNBFuzzyParam andPoiNBFuzzyParam. The form can be used consideringmetd = 4.
FuzzyClass 0.1.3
Update in parameters estimation in functionFuzzyTriangularNaiveBayes.
Update predict has been optimized to functionsFuzzyGammaNaiveBayes.
Update functions of GamNBFuzzyParam andGauNBFuzzyParam.
predict function has been optimized toFuzzyGammaNaiveBayes, FuzzyBetaNaiveBayes,FuzzyBinomialNaiveBayes,FuzzyExponencialNaiveBayes,FuzzyTriangularNaiveBayes,FuzzyPoissonNaiveBayes
FuzzyClass 0.1.2
New features
Changed \() by function(.) in functionFuzzyNaiveBayes, line 262.
Changed description in FuzzyClassDocumentation
FuzzyClass 0.1.1
New features
Estimation new form in functionFuzzyGammaNaiveBayes.