Fuzzy and Non-Fuzzy Classifiers
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Documentation for package ‘FuzzyClass’ version 0.3.0
Help Pages
| alpha_cut | Tuning parameters of the fuzzy naive Bayes models |
| DWFuzzyGammaNaiveBayes | Double Weighted Fuzzy Gamma Naive Bayes |
| DWFuzzyGammaNaiveBayesModel | Double Weighted Fuzzy Gamma Naive Bayes (R6 class) |
| DWFuzzyHipergeometricNaiveBayes | Double Weighted Fuzzy Hipergeometric Naive Bayes |
| DWFuzzyHipergeometricNaiveBayesModel | Double Weighted Fuzzy Hypergeometric Naive Bayes (R6 class) |
| ExpNBFuzzyParam | Fuzzy Exponential Naive Bayes Classifier with Fuzzy parameters |
| ExpNBFuzzyParamModel | Exponential Naive Bayes with Fuzzy Parameters (R6 class) |
| FuzzyBayesRule | Fuzzy Bayes Rule |
| FuzzyBayesRuleModel | Fuzzy Bayes Rule (R6 class) |
| FuzzyBetaNaiveBayes | Fuzzy Beta Naive Bayes |
| FuzzyBetaNaiveBayesModel | Fuzzy Beta Naive Bayes (R6 class) |
| FuzzyBinomialNaiveBayes | Fuzzy Binomial Naive Bayes |
| FuzzyBinomialNaiveBayesModel | Fuzzy Binomial Naive Bayes (R6 class) |
| FuzzyClassifier | Base R6 class of the FuzzyClass classifiers |
| FuzzyExponentialNaiveBayes | Fuzzy Exponential Naive Bayes |
| FuzzyExponentialNaiveBayesModel | Fuzzy Exponential Naive Bayes (R6 class) |
| FuzzyGammaNaiveBayes | Fuzzy Gamma Naive Bayes |
| FuzzyGammaNaiveBayesModel | Fuzzy Gamma Naive Bayes (R6 class) |
| FuzzyGaussianNaiveBayes | Fuzzy Gaussian Naive Bayes Classifier Zadeh-based |
| FuzzyGaussianNaiveBayesModel | Fuzzy Gaussian Naive Bayes (Zadeh-based) (R6 class) |
| FuzzyGeoNaiveBayes | Fuzzy Naive Bayes Geometric Classifier |
| FuzzyGeoNaiveBayesModel | Fuzzy Geometric Naive Bayes (R6 class) |
| FuzzyHipergeometricNaiveBayes | Fuzzy Hipergeometric Naive Bayes |
| FuzzyHipergeometricNaiveBayesModel | Fuzzy Hypergeometric Naive Bayes (R6 class) |
| FuzzyNaiveBayes | Fuzzy Naive Bayes |
| FuzzyNaiveBayesModel | Fuzzy Naive Bayes (R6 class) |
| FuzzyPoissonNaiveBayes | Fuzzy Poisson Naive Bayes |
| FuzzyPoissonNaiveBayesModel | Fuzzy Poisson Naive Bayes (R6 class) |
| FuzzyTrapezoidalNaiveBayes | Fuzzy Naive Bayes Trapezoidal Classifier |
| FuzzyTrapezoidalNaiveBayesModel | Fuzzy Trapezoidal Naive Bayes (R6 class) |
| FuzzyTriangularNaiveBayes | Fuzzy Naive Bayes Triangular Classifier |
| FuzzyTriangularNaiveBayesModel | Fuzzy Triangular Naive Bayes (R6 class) |
| fuzzy_membership | Tuning parameters of the fuzzy naive Bayes models |
| fuzzy_naive_bayes | Fuzzy naive Bayes models for tidymodels |
| fuzzy_verbose | Verbosity of the FuzzyClass classifiers |
| GamWeightData | Gamma Weighted Data |
| GauNBFuzzyParam | Fuzzy Gaussian Naive Bayes Classifier with Fuzzy parameters |
| GauNBFuzzyParamModel | Gaussian Naive Bayes with Fuzzy Parameters (R6 class) |
| HouseVotes84 | United States Congressional Voting Records 1984 |
| PoiNBFuzzyParam | Fuzzy Poisson Naive Bayes Classifier with Fuzzy parameters |
| PoiNBFuzzyParamModel | Poisson Naive Bayes with Fuzzy Parameters (R6 class) |
| predict.FuzzyClassifier | Predict method for FuzzyClass classifiers |
| ranking_method | Tuning parameters of the fuzzy naive Bayes models |
| SimulatedData | Simulated Data |
| update.fuzzy_naive_bayes | Fuzzy naive Bayes models for tidymodels |
| VirtualRealityData | Virtual Reality Simulator Data |