Construct · 1 fields · 1 citations

reject option: a standalone construct

One name. One construct. A landmark on the map.

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Machine learning

letting a classifier abstain when its confidence is low, with an optimal tradeoff between error rate and reject rate.

In machine learning, reject option refers to letting a classifier abstain when its confidence is low, with an optimal tradeoff between error rate and reject rate. This meaning comes from Chow (1970) in IEEE Transactions on Information Theory.[1]

Unit
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Measured by

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Nearby constructs

confidence4 fields · 5 citationsjingle · one word, four constructs error4 fields · 8 citationsjingle · one word, four constructs information4 fields · 5 citationsjingle · one word, four constructs

References

Chow, C. (1970). On optimum recognition error and reject tradeoff. IEEE Transactions on Information Theory, 16(1), 41-46. https://doi.org/10.1109/tit.1970.1054406

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