Understanding statistical tests used in Audit-AI

pymetrics / audit-ai

detect demographic differences in the output of machine learning models or other assessments

MIT License

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Understanding statistical tests used in Audit-AI #31

Open vatsalnayak895 opened 3 years ago

vatsalnayak895 commented 3 years ago

Thanks for making the Audit-AI repository public. I was working on a bias detection problem, I was interested in using Audit-AI library for implementation. However, I am facing difficulties in interpreting the Audit-AI outputs. Do we have an explanation of the statistical bias tests and their outputs like the threshold plots? It would be helpful if you can provide links to some documentation to understand these tests and corresponding outputs.

shubhamkotal commented 2 years ago

Looking forward to the reply to the above query. Thanks