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How It Works

Confidence value

A number, usually between 0 and 1, that a model reports alongside its answer to say how sure it is. It is useful for deciding whether to act automatically or send a case to a person. A confidence value is not a guarantee: calibration is measured across many predictions, so a confident single answer can still be wrong.

Origin · no single documented coiner

General machine-learning usage. TypeSafe’s documentation separates confidence (how concentrated the answer is) from the probability of each option.

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