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Glossary: Probability for ML

Multiplication rule

Also written: chain rule of probability

P(A and B) = P(B) × P(A | B) always holds. It shrinks to P(A) × P(B) only for independent events.

Where the book teaches it

Related terms

Conditional probabilityIndependent