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Output F-score alongside AUC during inference #56

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felker opened this issue Jan 7, 2020 · 0 comments
Open

Output F-score alongside AUC during inference #56

felker opened this issue Jan 7, 2020 · 0 comments

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@felker
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felker commented Jan 7, 2020

Straightforward alternative "single number" evaluation metric for ML algorithms--- should make comparisons to e.g. Rea et al (2019) and Churchill (2019) a bit easier.

More generally, we could output various Fγ scores, such as the F0.5, F1, F2 measures.

See eq. 2 in Rea et al (2019), van Rijsbergen (1979) pg 134, Sasaki (2007), or https://en.wikipedia.org/wiki/F1_score for example.

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