Recent Releases of stree
stree - v1.4.0: Upgrade requirements
- Change python minor version to 3.11
- Change build tool to hatch
- Update build source from setup.py to pyproject.toml
- Update github action versions
- Remove black from github actions linting as it wouldn't read from pyproject.toml
- Add call method to Stree to support sklearn ensembles requirements for base estimators
- Update tests
- Update readthedocs configuration
- Python
Published by rmontanana over 1 year ago
stree - v1.3.2: Fixing minor issues
- Reformat test with new black version
- Add separate methods to return nodes/leaves/depth
- Black format issue
- Update benchmark.ipynb
Working nicely with scikit-learn v 1.4.2 and python 3.11.5
- Python
Published by rmontanana almost 2 years ago
stree - v1.3.1: update to sklearn 1.2
Update to sklearn 1.2
- Python
Published by rmontanana about 3 years ago
stree -
Fix random seed not used in fsmutual (mutualinfoclassif from sklearn.featureselection) that produced flaky tests in odte
- Python
Published by rmontanana over 4 years ago
stree -
Add iwss and true random (only one combination generated) feature selection
Update docs and source comments
Remove obsolete binder links
- Python
Published by rmontanana over 4 years ago
stree -
Add feature selection to node splits: f-value, mutual information, cfs and fcbf
- Python
Published by rmontanana over 4 years ago
stree -
Added the following features: * libsvm linear kernel * normalization in a per node basis * feature selection based on mutual information w.r.t. the label * feature selection based on f-values ranking * implement one versus one strategy in multi class
- Python
Published by rmontanana almost 5 years ago
stree - Primera versión estable
Versión utilizada en la experimentación referida en el paper "STree: a single multi-class oblique decision tree based on support vector machines."
- Python
Published by rmontanana almost 5 years ago