Multiclass ROC and Interfacing with LightHouse.jl
Nobody has claimed this yet.
- Dominant language
- Julia
- Stars
- 163
- Forks
- 46
- Avg merge
- 1d 18h
- Merged PRs (30d)
- 5
Description
During a discussion on Slack, it came up that https://github.com/beacon-biosignals/Lighthouse.jl offers some facilities for computing multiclass classification metrics. I'm openening this issue so that this can maybe be considered (e.g. afaiu they have pairwise ROC which another user asked for).
Contributor guide
No contributing guide indexed for this repository
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 by reviewing Lighthouse.jl's multiclass classification metrics and pairwise ROC facilities, then compare them with the capabilities exposed by MLJBase.jl. The issue does not name any files or tests; progress would require deciding whether and how an interface should be added, with completion defined by an agreed integration scope.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100