8000 Coverage of bootstrapped curves doesn't match nominal coverage at edges [statistical issue] · Issue #20 · rdturnermtl/mlpaper · GitHub
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Coverage of bootstrapped curves doesn't match nominal coverage at edges [statistical issue] #20

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rdturnermtl opened this issue Feb 12, 2018 · 0 comments
Open

Coverage of bootstrapped curves doesn't match nominal coverage at edges [statistical issue] #20

rdturnermtl opened this issue Feb 12, 2018 · 0 comments

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@rdturnermtl
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The nominal coverage of precision recall curves doesn't match the 95% specified level in boot_test.py. We must set x_grid = np.linspace(0.05, 0.95, DEFAULT_NGRID) to get the tests to pass. We should get the nominal coverage on the whole [0,1] line. The ROC curve doesn't match nominal coverage at the edges either with class imbalance. Currently, we test at a 0.5 class balance to get the tests to pass, but the class balance should be randomized too.
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