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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 conda-forge::r-breakdown

Usage Tracking

0.2.2
0.2.1
0.2.0
0.1.6
0.1.5
5 / 8 versions selected
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

Mar 12, 2024 at 03:07

License

GPL-2.0-only

Total Downloads

124.3K

Supported Platforms

noarch

Unsupported Platforms

linux-64 Last supported version: 0.1.6
macOS-64 Last supported version: 0.1.6
win-64 Last supported version: 0.1.6