Naive Bayes

Naive Bayes: A probabilistic classifier applying Bayes’ rule under conditional feature independence given the class. The assumption is simplifying but provides fast baselines, especially for text. Probabilities may be poorly calibrated when features are correlated. This perspective connects the definition with practical behaviour in artificial intelligence systems.