aws / amazon-sagemaker-clarify

Fairness Aware Machine Learning. Bias detection and mitigation for datasets and models.
Apache License 2.0
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implementations for specificity difference and generalized entropy #119

Closed prkrishnan1 closed 2 years ago

prkrishnan1 commented 2 years ago

Issue #, if available: RAI-1485 Description of changes: Implementations for Specificity Difference and Generalized Entropy (only for alpha=2). Official Documentation: https://arxiv.org/abs/1807.00787 Definition for GE: https://fidelity.github.io/jurity/about_fairness.html#generalized-entropy-index ./devtool all passes By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.