ALEPlot-package: Accumulated Local Effects (ALE) Plots and Partial Dependence...
In ALEPlot: Accumulated Local Effects (ALE) Plots and Partial Dependence (PD) Plots
Description
Details
Author(s)
References
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 <apley@northwestern.edu>
References
Apley, D. W. (2016), "Visualizing the Effects of Predictor Variables in Black Box Supervised Learning Models," submitted for publication.
ALEPlot documentation built on May 1, 2019, 9:37 p.m.
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Description Details Author(s) References
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 <apley@northwestern.edu>
References
Apley, D. W. (2016), "Visualizing the Effects of Predictor Variables in Black Box Supervised Learning Models," submitted for publication.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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