Lecture

Explainability: Methods and Applications

Description

This lecture covers the taxonomy of interpretability methods, including intrinsic and post-hoc methods like Partial Dependency Plots (PDP) and Local Interpretable Model-agnostic Explanations (LIME). Students will learn to describe, categorize, and apply these methods to interpret model predictions.

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