https://github.com/kirillseva/explain

Model-agnostic prediction explanations
https://github.com/kirillseva/explain

Last synced: 3 months ago
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Model-agnostic prediction explanations

• Host: GitHub
• URL: https://github.com/kirillseva/explain
• Owner: kirillseva
• License: mit
• Created: 2016-11-21T15:16:21.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2016-11-27T20:25:30.000Z (about 8 years ago)
• Last Synced: 2024-08-13T07:13:26.646Z (6 months ago)
• Language: R
• Homepage: https://arxiv.org/abs/1602.04938
• Size: 12.7 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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• jimsghstars - kirillseva/explain - Model-agnostic prediction explanations (R)

README

        
# Local Interpretable Model-agnostic Explanations

[![Build Status](https://travis-ci.org/kirillseva/explain.svg?branch=master)](https://travis-ci.org/kirillseva/explain) [![codecov](https://codecov.io/gh/kirillseva/explain/branch/master/graph/badge.svg)](https://codecov.io/gh/kirillseva/explain)

Explaining a classifier's decision using **local interpretable model-agnostic explanations** method.

Based on ["Why Should I Trust You?"](https://arxiv.org/abs/1602.04938) paper.