ALEPlot-package {ALEPlot}

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

Description

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.

Details

See the two individual functions ALEPlot and PDPlot that are included in this package.

Author(s)

Dan Apley

Maintainer: Dan Apley <[e-mail]>

References

Apley, D. W. (2016), "Visualizing the Effects of Predictor Variables in Black Box Supervised Learning Models," submitted for publication.