JuliaAI / JuliaAI/MLJTransforms.jl
`ContinuousEncoder` will drop columns with a scitype of `Union{Missing,Continuous}`
Open
Nobody has claimed this yet.
- Dominant language
- Julia
- Stars
- 1
- Forks
- 2
- PR merge metrics
- No merged PRs in 30d
Description
This behaviour is probably unexpected. At least it caught me by surprise. I dislike issuing warnings, but I can't immediately think of a different mitigation.
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 locating the ContinuousEncoder implementation and the handling of columns with scitype Union{Missing,Continuous}. Reproduce the dropped-column behavior, then determine and document the intended mitigation with a maintainer; the issue does not name a test or define what the completed behavior should be.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 35/100