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Micro precision omits false positives from the denominator · case 03

Micro precision omits false positives from the denominator.

Member previewVariant 3 · 3 implementations · 7 checks per implementation

Case contract

For binary one-vs-rest labels, micro precision equals correct positives divided by all predicted positives; zero denominator yields 0.

Why this case matters

A small explicit evaluation contract makes aggregation behavior reproducible across labeled examples.

One recorded failure

Sample boundary fixture

This sample comes from the broken implementation of a controlled reproducer.

Boundary fixtureActualExpectedOutcome
missed positive denominator0.66666666666666661Failed

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