GH-6779: Add custom metric to leaderboard [nocheck] #15568
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@maurever please note that this PR includes the CV fix as it was branched out of this PR so I can use the custom metrics in the leaderboard in the tests. |
* Fix custom metric calculation in CV (prototype) * Allow custom_metric_func in automl * Return NaN for models that don't support custom metric * Revert change used to ensure existing metric
* Fix custom metric calculation in CV (prototype) * Allow custom_metric_func in automl * Return NaN for models that don't support custom metric * Revert change used to ensure existing metric * Add custom metric to SE * Mention SE support of the custom metric func in docs * Use directly model metrics in leaderboard This change is motivated by an issue with SE level-one validation frame that is ephemeral and can not be checksummed.
wendycwong
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* Add custom metric to leaderboard * Verify sorting by custom metric * Make sure the custom metrics share the same names * Fix custom metric calculation in CV (#15576) * GH-15565: Add custom metric to automl [nocheck] (#15577) * Fix custom metric calculation in CV (prototype) * Allow custom_metric_func in automl * Return NaN for models that don't support custom metric * Revert change used to ensure existing metric * GH-15559: Add custom metric to SE [nocheck] (#15579) * Fix custom metric calculation in CV (prototype) * Allow custom_metric_func in automl * Return NaN for models that don't support custom metric * Revert change used to ensure existing metric * Add custom metric to SE * Mention SE support of the custom metric func in docs * Use directly model metrics in leaderboard This change is motivated by an issue with SE level-one validation frame that is ephemeral and can not be checksummed.
maurever
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* Add custom metric to leaderboard * Verify sorting by custom metric * Make sure the custom metrics share the same names * Fix custom metric calculation in CV (#15576) * GH-15565: Add custom metric to automl [nocheck] (#15577) * Fix custom metric calculation in CV (prototype) * Allow custom_metric_func in automl * Return NaN for models that don't support custom metric * Revert change used to ensure existing metric * GH-15559: Add custom metric to SE [nocheck] (#15579) * Fix custom metric calculation in CV (prototype) * Allow custom_metric_func in automl * Return NaN for models that don't support custom metric * Revert change used to ensure existing metric * Add custom metric to SE * Mention SE support of the custom metric func in docs * Use directly model metrics in leaderboard This change is motivated by an issue with SE level-one validation frame that is ephemeral and can not be checksummed.
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#6779