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r-aleplot

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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.

Installation

To install this package, run one of the following:

Conda
$conda install dloewenstein::r-aleplot

Usage Tracking

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About

Summary

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.

Last Updated

Feb 5, 2019 at 11:37

License

GPL-2

Supported Platforms

noarch