Chapter 3.2: Individual Conditional Expectation (ICE) Plots

Individual conditional expectation (ICE) curves are a local feature effect method. The idea is to replace the values of the feature of interest while keeping all other features unchanged and see how the prediction varies for each observation.

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• « Chapter 3.1: Introduction to Feature Effects
• Chapter 3.3: Partial Dependence (PD) Plot »