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Glossary: Probability for ML

Naive Bayes

Also written: naive Bayes classifier

A classifier that scores each class as its prior times the product of P(word | class), treating words as independent clues within a class. It trains by counting words, but tends to be overconfident.

Where the book teaches it

Related terms

Bayes' ruleLaplace smoothingCalibrated