Accumulated Local Effects (ALE) Plots and Partial Dependence (PD) Plots

Visualizes the main effects of individual predictor variables and their second-order interaction effects in black-box supervised learning models. The package creates either Accumulated Local Effects (ALE) plots and/or Partial Dependence (PD) plots, given a fitted supervised learning model.

Tests Vignettes

Available Snapshots

This version of ALEPlot can be found in the following snapshots:


Imports/Depends/LinkingTo/Enhances (1)
  • yaImpute
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  • R.rsp
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