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Glossary: Probability for ML

Base rate

Also written: base-rate trap

How common something is before any evidence. At Kettle & Crane only 0.5% of orders are fraud. Ignoring that low base rate makes a fraud flag look far more trustworthy than it is.

Where the book teaches it

Related terms

Prior, posteriorNatural frequenciesBayes' rule