Espérance conditionnelle individuelle

Définition

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Individual Conditional Expectation

A way to deal with the problem of missing complexity in the model with PDPs is to show them in combination with ICE plots⁵. ICE plots are more detailed and show how the prediction of each instance changes when a feature value is changed.

Source : towardsdatascience