LogisticRegression default solver is outdated
Open
- Dominant language
- C++
- Stars
- 468
- Forks
- 96
- PR merge metrics
- No merged PRs in 30d
Description
### Description
`h2o4gpu.LogisticRegression` uses `solver='liblinear'` as default, but in `sklearn` 0.22 the default solver has been changed in `'lbfgs'`.
Contributor guide
Research direction
Start at the h2o4gpu.LogisticRegression entry point and inspect how its default solver is defined. Compare that behavior with scikit-learn 0.22, then verify that the default is aligned with 'lbfgs' and that relevant regression coverage passes.
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Assessment
- Tech stack
- python, scikit-learn
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100