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It should by default show the chosen performance and fairness metrics. The fairness metric won't have individual values per group since it's an aggregate value. It may be nice to show relevant metrics, though, e.g. selection rate when the fairness metric is demographic parity.
There should be a description for how it calculates these metrics including which groups contributed min and max value.
#65 goes a step further by making the columns configurable but that's out of scope for this initial change.
The text was updated successfully, but these errors were encountered:
romanlutz
changed the title
Fairness Dashboard: table should have configurable performance and fairness metrics
Fairness Dashboard: table should have the right performance and fairness metrics
Sep 16, 2020
It should by default show the chosen performance and fairness metrics. The fairness metric won't have individual values per group since it's an aggregate value. It may be nice to show relevant metrics, though, e.g. selection rate when the fairness metric is demographic parity.
There should be a description for how it calculates these metrics including which groups contributed min and max value.
#65 goes a step further by making the columns configurable but that's out of scope for this initial change.
The text was updated successfully, but these errors were encountered: