scikit-learn compatible multi-label classification implementations.
A multi-class classification (MLC) problem is given, if a subset of labels (picture of equation) shall be predicted for an example.
- Problem Transformations:
- Binary Relevance
- Label Powerset
- Classifier Chains
- Probabilistic Classifier Chains
- Ensembles:
- Ensemble Classifier Chain
For production install via pip:
`
pip install skml
`
For development, clone this repo, change to the directory of skml
and inside of the skml directory run the following:
`
pip install -e .[dev]
python setup.
`
Due to dependencies we do not check for a working distribution of skml for the following Python versions:
- 3.2