Function reference • naivebayes

Naive Bayes Classifiers

Functions for fitting the Naive Bayes models.

naive_bayes(<default>) naive_bayes(<formula>): Naive Bayes Classifier

bernoulli_naive_bayes(): Bernoulli Naive Bayes Classifier

multinomial_naive_bayes(): Multinomial Naive Bayes Classifier

poisson_naive_bayes(): Poisson Naive Bayes Classifier

gaussian_naive_bayes(): Gaussian Naive Bayes Classifier

nonparametric_naive_bayes(): Non-Parametric Naive Bayes Classifier

Predict functions

Functions used for classification or obtaining posterior probabilities.

`%class%` `%prob%`: Predict Method for Family of Naive Bayes Objects

predict(<naive_bayes>): Predict Method for naive_bayes Objects

predict(<bernoulli_naive_bayes>): Predict Method for bernoulli_naive_bayes Objects

predict(<multinomial_naive_bayes>): Predict Method for multinomial_naive_bayes Objects

predict(<poisson_naive_bayes>): Predict Method for poisson_naive_bayes Objects

predict(<gaussian_naive_bayes>): Predict Method for gaussian_naive_bayes Objects

predict(<nonparametric_naive_bayes>): Predict Method for nonparametric_naive_bayes Objects

Plotting functions

Functions used for visualisation of class conditional distributions.

plot(<naive_bayes>): Plot Method for naive_bayes Objects

plot(<bernoulli_naive_bayes>): Plot Method for bernoulli_naive_bayes Objects

plot(<poisson_naive_bayes>): Plot Method for poisson_naive_bayes Objects

plot(<gaussian_naive_bayes>): Plot Method for gaussian_naive_bayes Objects

plot(<nonparametric_naive_bayes>): Plot Method for nonparametric_naive_bayes Objects

Helper functions

tables(): Browse Tables of Naive Bayes Classifier

get_cond_dist(): Obtain names of class conditional distribution assigned to features

coef(<bernoulli_naive_bayes>) coef(<multinomial_naive_bayes>) coef(<poisson_naive_bayes>) coef(<gaussian_naive_bayes>): Extract Model Coefficients

General information about the package

naivebayes naivebayes-package: naivebayes