Lecture 4 - Explainable AI (XAI) methods | SHAP, LIME, Partial Dependence Plots, CNN Visualizations
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Lecture 4 - Explainable AI (XAI) methods | SHAP, LIME, Partial Dependence Plots, CNN Visualizations
Welcome to the Lecture 4 of our ML project-based course. In this video we show what are the different XAI methods and how to categorize them. Specifically we talk about the following XAI methods. 1) LIME 2) SHAP 3) Partial Dependence Plots (PDP) 4) Tree Interpreter 5) CNN Visualizations 6) Permutation Feature Importance 7) Counterfactual ...
9.3K viewsMay 13, 2024
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