christiansch/skml

scikit-learn compatibel multi-label classification

skml

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.

Currently Supported

• Problem Transformations:

  • Binary Relevance
  • Label Powerset
  • Classifier Chains
  • Probabilistic Classifier Chains

• Ensembles:

  • Ensemble Classifier Chain

Installation

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. `

Python Supported

Due to dependencies we do not check for a working distribution of skml for the following Python versions:

• 3.2