EducationalTestingService / EducationalTestingService/skll
Add new ensemble classifiers and regressors
Open
enhancement
help wanted
learners
- Dominant language
- Python
- Stars
- 561
- Forks
- 69
- PR merge metrics
- No merged PRs in 30d
Description
There are some new ones: [`ExtraTreesClassifier`](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesClassifier.html#sklearn.ensemble.ExtraTreesClassifier), [`ExtraTreesRegressor`](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesRegressor.html#sklearn.ensemble.ExtraTreesRegressor), [`IsolationForest`](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html#sklearn.ensemble.IsolationForest).
This should be fairly easy:
- [ ] Add learners
- [ ] Come up with reasonable values for hyper-parameter grids
- [ ] Add classification and regression tests
Contributor guide
Assessment
This issue has not been assessed yet.