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Hook post-hoc binary metrics and plots into standard evaluation framework #492

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[pre-commit.ci] auto fixes from pre-commit.com hooks

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Hook post-hoc binary metrics and plots into standard evaluation framework #492

[pre-commit.ci] auto fixes from pre-commit.com hooks
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Test on ubuntu-latest, Python 3.12
succeeded Feb 26, 2026 in 40m 53s