FairFRU 0.2.5

A bias measure using the fuzzy rough set theory

Using fuzzy-rough sets to measure bias in pattern classification problems

This python package contains a bias metric based on the paper "A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets" (Link to publication).

This bias metric measures the extent to which a feature in a dataset influences the outcome variable.