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r-breakdown

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Model agnostic tool for decomposition of predictions from black boxes. Break Down Table shows contributions of every variable to a final prediction. Break Down Plot presents variable contributions in a concise graphical way. This package work for binary classifiers and general regression models.

Installation

To install this package, run one of the following:

Conda
$conda install dloewenstein::r-breakdown

Usage Tracking

0.1.6
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Downloads (Last 6 months): 0

About

Summary

Model agnostic tool for decomposition of predictions from black boxes. Break Down Table shows contributions of every variable to a final prediction. Break Down Plot presents variable contributions in a concise graphical way. This package work for binary classifiers and general regression models.

Last Updated

Feb 5, 2019 at 11:37

License

GPL-2

Supported Platforms

noarch