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Glossary: Probability for ML

Laplace smoothing

Also written: add-one smoothing, Smoothing (add-one, Laplace), smoothing

Adding 1 to every word count so that no word ever gets probability 0 in a class. Without it, one unseen word would zero out the whole product.

Where the book teaches it

Related terms

Naive BayesVocabularyUnderflow