In machine learning, naive Bayes classifiers are a family of simple probabilistic classifiers based on applying Bayes theorem with strong (naive) independence assumptions between the features.-In machine learning, naive Bayes classifiers are a family of simple probabilistic classifiers based on applying Bayes　theorem with strong (naive) independence assumptions between the features.