FuzzyClass (development version)

FuzzyClass 0.1.7

• Add the “Fuzzy Hipergeometric Naive Bayes classifier” as FuzzyHipergeometricNaiveBayes
• Add the “Double Weighted Fuzzy Hipergeometric Naive Bayes classifier” as DWFuzzyHipergeometricNaiveBayes
• Fix: memberships functions. Now they work correctly with dataframes

FuzzyClass 0.1.6

• 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” as DWFuzzyGammaNaiveBayes
• Add the “geometric fuzzy gamma naive bayes classifier” as GeometricFuzzyGammaNaiveBayes
• Add the “Fuzzy Bayes Rule classifier” as FuzzyBayesRule
• Remove the ordering method for functions with fuzzy parameters metd=4.

FuzzyClass 0.1.4

• Added a new ordering method for functions with fuzzy parameters: GauNBFuzzyParam, ExpNBFuzzyParam,GamNBFuzzyParam and PoiNBFuzzyParam. The form can be used considering metd = 4.

FuzzyClass 0.1.3

• Update in parameters estimation in function FuzzyTriangularNaiveBayes.
• Update predict has been optimized to functions FuzzyGammaNaiveBayes.
• Update functions of GamNBFuzzyParam and GauNBFuzzyParam.
• predict function has been optimized to FuzzyGammaNaiveBayes, FuzzyBetaNaiveBayes, FuzzyBinomialNaiveBayes,FuzzyExponencialNaiveBayes,FuzzyTriangularNaiveBayes,FuzzyPoissonNaiveBayes

FuzzyClass 0.1.2

New features

• Changed \() by function(.) in function FuzzyNaiveBayes, line 262.
• Changed description in FuzzyClass Documentation

FuzzyClass 0.1.1

New features

• Estimation new form in function FuzzyGammaNaiveBayes.