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Upgrade FairlearnDashboard in python package to work with fairlearn version vNext (>0.4.6) #37

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romanlutz opened this issue Aug 25, 2020 · 0 comments · Fixed by #145
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Upgrade FairlearnDashboard in python package to work with fairlearn version vNext (>0.4.6) #37

romanlutz opened this issue Aug 25, 2020 · 0 comments · Fixed by #145
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enhancement New feature or request

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@romanlutz
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The next version adds several important capabilities that we require including additional metrics. Those capabilities are currently commented out. This issue tracks the work required to uncomment and thereby enable the new metrics.

Missing metrics in v0.4.6:

  • log loss
  • F1 score
  • several more missing but the capabilities in Fairlearn need to be set up as well (e.g. for parity metrics)
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enhancement New feature or request
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Bump fairlearn to v0.5.0 and update metric calculation microsoft/responsible-ai-toolbox
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@romanlutz