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

Contributors

Contributors

Leonid Shpaner
Arthur Funnell
Al Rahrooh
Colin Beam
Panayiotis Petousis

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

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