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Glossary: Probability for ML

Log-likelihood

Also written: log likelihood

The sum of the logs of the probabilities of the data. It avoids underflow and has its maximum at the same parameter value as the likelihood.

Where the book teaches it

Related terms

LikelihoodNegative log-likelihood (NLL)Underflow