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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.

Stree

Installation

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

Examples

Jupyter notebooks

  • Binder Benchmark

  • Test Benchmark

  • Test2 Test features

  • Adaboost Adaboost

  • Gridsearch Gridsearch

  • Test Graphics Test Graphics

Command line

python main.py

Tests

python -m unittest -v stree.tests