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ENH: Add percentile based auto thresholds #68

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RUrlus opened this issue Feb 19, 2024 · 0 comments
Open

ENH: Add percentile based auto thresholds #68

RUrlus opened this issue Feb 19, 2024 · 0 comments

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@RUrlus
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RUrlus commented Feb 19, 2024

Idea of Ilan:

Use percentile based auto thresholds:

thresholds = np.percentile(scores, np.linspace(1, 99, 99))

Benefits are that amount of thresholds is limited to 99 and is in domain by construction.
Perhaps most importantly each step flips a fixed number of predicted labels
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