Mean reciprocal rank (MRR) of leaderboard scores #3452
Merged
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Original PR
Purpose of the changes contained in this PR.
For a new competition that we will launch soon on CodaLab, we would like to use the mean reciprocal rank (MRR) as a summary metrics for the overall evaluation of a group of scores in the leaderboard. However, at the moment, Codalab only allows using the (weighted) average operation over the rank of scores.
This is mentioned in some comments on #2736 and #3449.
Issues this PR resolves
This PR includes the operation to calculate the MRR over leaderboard scores.
A checklist for hand testing
Any relevant files for testing
I have created a modified IRIS competition bundle that has, as leaderboard columns, both the MRR and the Avg of the original metrics (Prediction Score and Duration).
Checklist