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add fairness metrics #434
Merged
Merged
add fairness metrics #434
Commits on May 15, 2023
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rename
metrics.R
->aaa-metrics.R
The forthcoming metrics execute these functions via their constructor and thus introduce errors at `load_all()`. We could also instead rename the fairness files to be run last, e.g. `zzz-fair.R`.
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This doesn't actually function independently as a commit, as I've linked out to the metrics made with this function in docs, but is otherwise able to stand on its own.
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implement 3 canonical fairness metrics
`demographic_parity()`, `equalized_odds()`, and `equal_opportunity()` are all special cases of `fairness_metrics()`.
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Commits on May 16, 2023
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Commits on May 18, 2023
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Commits on Jun 21, 2023
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document implementation in
@description
now refers to the yardstick functions and `.post` values in docs. also, moves `max_positive_rate_diff()` to the top of the file so that `fairness_metric()` doesn't error out on load.
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Commits on Jun 22, 2023
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special-case metric factories in
metric_set()
checksgives `fairness_metric()` output an additional `metric_factory` class
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Commits on Jun 26, 2023
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Commits on Jun 27, 2023
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Commits on Oct 23, 2023
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Commits on Oct 27, 2023
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