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SHAP[0] is another model-agnostic method for interpreting predictions. It's a bit newer and builds on LIME, Shapely, and a few other works. There's also an asso
by jimfleming 9y ago
SHAP[0] is another model-agnostic method for interpreting predictions. It's a bit newer and builds on LIME, Shapely, and a few other works. There's also an associated tool[1].
[0] https://arxiv.org/abs/1705.07874 https://arxiv.org/abs/1705.07874
[1] https://github.com/slundberg/shap https://github.com/slundberg/shap
- abhgh 9y agoAdding to the credibility, this was also accepted to NIPS-2017.