implement average predictive value difference metric

Trusted-AI / AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

https://aif360.res.ibm.com/

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implement average predictive value difference metric #376

Closed nrkarthikeyan closed 2 years ago

nrkarthikeyan commented 2 years ago

See eqn 10.4 in http://trustworthymachinelearning.com/trustworthymachinelearning-10.htm

First priority is to do this for sklearn compatible version and then for "classic" version.