Conversation
Contributor
There was a problem hiding this comment.
Pull request overview
This pull request adds support for calculating the F-beta score to the SingleClassificationResult class. The F-beta score is a generalization of the F1 score that allows users to weight precision and recall differently by adjusting the beta parameter.
Changes:
- Added a new
fBeta(beta: Double)method to calculate F-beta scores with arbitrary beta values - Included validation to prevent division by zero when beta equals 0.0
- Implemented an optimization to return the pre-computed F1 score when beta equals 1.0
💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.
…result/SingleClassificationResult.kt Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
…result/SingleClassificationResult.kt Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
|
Member
|
LGTM |
This file contains hidden or 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
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
This pull request adds a new method to the
SingleClassificationResultclass to support calculating the F-beta score for classification results. This enhances the metrics capabilities by allowing users to compute F-beta scores with arbitrary beta values.Metrics calculation enhancement:
fBeta(beta: Double)method to theSingleClassificationResultclass to compute the F-beta score, including error handling for invalid beta values and a shortcut for the F1 score.