Stree

Oblique Tree classifier based on SVM nodes. The nodes are built and splitted with sklearn SVC models. Stree is a sklearn estimator and can be integrated in pipelines, grid searches, etc.

Installation

pip install git+https://github.com/doctorado-ml/stree

Examples

Jupyter notebooks

Slow launch but better integration

• Test notebook

Fast launch but have to run first commented out cell for setup

• Test notebook

• Another Test notebook

• Adaboost

• Gridsearch

• Test Graphics notebook

Command line

python main.py

Tests

python -m unittest -v stree.tests