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Fairness: more intuitive selection of performance and fairness metric in model comparison view #60

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romanlutz opened this issue Sep 16, 2020 · 0 comments
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@romanlutz
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romanlutz commented Sep 16, 2020

Long-term we want the dropdowns / selectors to be more intuitive in the model comparison view. Perhaps this could be handled similar to what the Explanationdashboard does, i.e. the selector is at the corresponding axis. This won't work for sensitive features, but for performance metric and fairness metric.

Given that they'll have quite a few entries we may want to make them searchable as well.

Related to #59

@romanlutz romanlutz changed the title Fairlearn Dashboard: more intuitive selection of performance and fairness metric in model comparison view Fairness: more intuitive selection of performance and fairness metric in model comparison view Dec 11, 2020
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