sklearn.naive_bayes

Naive Bayes algorithms.

These are supervised learning methods based on applying Bayes’ theorem with strong (naive) feature independence assumptions.

User guide. See the Naive Bayes section for further details.

BernoulliNB	Naive Bayes classifier for multivariate Bernoulli models.
CategoricalNB	Naive Bayes classifier for categorical features.
ComplementNB	The Complement Naive Bayes classifier described in Rennie et al. (2003).
GaussianNB	Gaussian Naive Bayes (GaussianNB).
MultinomialNB	Naive Bayes classifier for multinomial models.