4 ms·
Would be so kind to share an example or resources to learn about this?
by hackernewds 5y ago
Would be so kind to share an example or resources to learn about this?
- screye 5y ago[1] Scott is the leading authority on all things SHAP (he wrote the seminal paper on it). [2] Chris Molnar's interpretable learning book has chapters on Shapeley values and SHAP. If you'd prefer text instead of video. [1] https://www.youtube.com/watch?v=B-c8tIgchu0 https://www.youtube.com/watch?v=B-c8tIgchu0 [2] https://christophm.github.io/interpretable-ml-book/shapley.html https://christophm.github.io/interpretable-ml-book/shapley.h...
- magneticnorth 5y agoSeconding Chris Molnar's excellent writeup. I also find the readme & example notebooks in Scott Lundberg's github repo to be a great way to get started. There are also references there for the original papers, which are surprisingly readable, imo. https://github.com/slundberg/shap https://github.com/slundberg/shap