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.