EquiBoots

Getting Started

  • Welcome to the EquiBoots Documentation!

Point Estimate Metrics

  • Point Estimate Evaluation
  • Group Metrics Point Plot
  • Group Curve Plots

Bootstrap Estimate Metrics

  • Bootstrap Estimate Evaluation

Classes, Attributes, & Methods

  • EquiBoots Class
  • StatisticalTester

From Model to Prediction

  • Preparing Model Outputs for Fairness Analysis

Mathematical Framework

  • Calibration Curves and Area Under the Curve

About EquiBoots

  • Acknowledgements
  • Contributors
  • Citing EquiBoots
  • Changelog
  • References
EquiBoots
  • Search

© Copyright UCLA CTSI ML Team: Leonid Shpaner, Arthur Funnell, Al Rahrooh, Colin Beam, and Panayiotis Petousis.

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