Runs on Multiclass Classification Tasks don't indicate they don't support ROC/PR charts
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Dash
- Dominant language
- TypeScript
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- 33
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Description
Multiclass classification runs (example) don't indicate that they don't support ROC/PR curves (regression runs do explicitly state this).
I understand that these dashboards are work in progress, but I figured I'd document the discrepancy.
Multiclass classification:
Regression:
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with the linked multiclass classification run and compare its dashboard with the regression example shown in the issue. Locate the run-result display entry point for ROC/PR charts; done when multiclass runs explicitly indicate that those charts are unsupported, consistently with regression runs.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- react, typescript
- Domain
- frontend
- Issue type
- Bug
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100