The idea of this notebook is to investigate what Shapley values are and how they can be used.
All the details can be found in the notebook Shapley values classification.ipynb
Laurent Lava (laurentlava04[at]gmail.com)
- 0.1
- Initial Release
- https://towardsdatascience.com/explain-your-model-with-the-shap-values-bc36aac4de3d
- https://arxiv.org/pdf/1705.07874.pdf
- https://www.youtube.com/watch?v=ngOBhhINWb8&t=1s
- https://www.youtube.com/watch?v=qcLZMYPdpH4
- https://shap.readthedocs.io/en/latest/
- To understand Titanic data features : https://www.kaggle.com/c/titanic/data