Implement XAUC metric for watch time prediction #1641
Closed
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
facebook-github-bot
added
the
CLA Signed
|
This pull request was exported from Phabricator. Differential Revision: D50255933 |
|
This pull request was exported from Phabricator. Differential Revision: D50255933 |
liuchihuang
pushed a commit
to liuchihuang/torchrec
that referenced
this pull request
Jan 22, 2024
Summary: Pull Request resolved: pytorch#1641 XAUC evaluates whether the ordinal information is preserved. e.g. if label_x < label_y and pred_x < pred_y, then xauc=1 The final XAUC metric is the average of all in-batch pairs. Differential Revision: D50255933 fbshipit-source-id: 1f09e26da732175ca164d9afc0777eecd44a08a1
liuchihuang
force-pushed
the
export-D50255933
branch
from
55d0056 to
a1073a6
Compare
Summary: Pull Request resolved: pytorch#1641 XAUC evaluates whether the ordinal information is preserved. e.g. if label_x < label_y and pred_x < pred_y, then xauc=1 The final XAUC metric is the average of all in-batch pairs. Reviewed By: jiayiliu Differential Revision: D50255933 fbshipit-source-id: 058c724144248a94313eb848130739cce18b885b
|
This pull request was exported from Phabricator. Differential Revision: D50255933 |
liuchihuang
force-pushed
the
export-D50255933
branch
from
a1073a6 to
b40c0f7
Compare
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
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Outdated suggestions cannot be applied.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.
Summary:
XAUC evaluates whether the ordinal information is preserved. e.g. if label_x < label_y and pred_x < pred_y, then xauc=1
The final XAUC metric is the average of all in-batch pairs.
Differential Revision: D50255933