EqualityAI / EqualityML

Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.
Apache License 2.0
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Add models comparison #20

Closed JoaoGranja closed 1 year ago

JoaoGranja commented 1 year ago

Added Discrimination Threshold class to compute the optimal threshold in a binary classification model. Added paired t-test functions for binary classification models comparisons. Added method to compare the performance of bias mitigation methods.