SHAP Values: An Overview
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In this video, I talk about SHAP values and how these can be used for explainable AI and explaining how features contribute to a machine learning's predictions for each observation. These are great tools when your goal isn't (only) prediction, but is also inference - that is, understanding the most important features that influence a response or exactly one how feature, at different levels, influences the response. Note that this is different from causal inference, which is a separate and very complex topic altogether.
SHAP value documentation:
https://shap.readthedocs.io/en/latest...
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Watch video SHAP Values: An Overview online without registration, duration hours minute second in high quality. This video was added by user RichardOnData 29 May 2024, don't forget to share it with your friends and acquaintances, it has been viewed on our site 2,404 once and liked it 106 people.