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  • Getting Started
  • API Reference
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  • Contributor Guide
  • Changelog
  • Twitter
  • GitHub
  • Community
  • Explainability (XAI)

Explainability (XAI)#

Table of Contents

  • Measuring

Measuring#

Here are some tutorials where different systems are assessed using the metrics.

  • Demos
    • Measuring XAI using Global Feature Importance

    • Measuring XAI using Local Feature Importance

    • Measuring XAI using Surrogate

    • Measuring XAI using Tree Based Metrics

  • Examples
    • Explainability in Machine Learning - Clinical Records Analysis

    • Explainability in Regression - US Crime

    • Explainability in Classification - Adult Dataset

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