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Report generation in fairness scorer #40

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Hilly12 opened this issue Jun 7, 2021 · 1 comment · Fixed by #69
Closed

Report generation in fairness scorer #40

Hilly12 opened this issue Jun 7, 2021 · 1 comment · Fixed by #69
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@Hilly12
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category:fairness-scoring Functionality for scoring and reporting the fairness of a dataset, given a set of bias measurements.
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Initial Release

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Hilly12 commented Jun 7, 2021 •
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The fairness scorer should be able to produce a report which aggregates the demographic score, hidden correlations, and any other metrics. Would be useful to have a single value representing the bias of the dataset.
@Hilly12 Hilly12 added the category:fairness-scoring Functionality for scoring and reporting the fairness of a dataset, given a set of bias measurements. label Jun 7, 2021
@simonhkswan simonhkswan added this to the Initial Release milestone Jul 30, 2021
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The changes for this feature are currently in #54. We should move them out into a separate PR.

@simonhkswan simonhkswan linked a pull request Aug 4, 2021 that will close this issue
Add report generation to fairness scorer #69
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@Hilly12 Hilly12 mentioned this issue Aug 5, 2021
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category:fairness-scoring Functionality for scoring and reporting the fairness of a dataset, given a set of bias measurements.
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Add report generation to fairness scorer synthesized-io/fairlens
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@simonhkswan @Hilly12