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.

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Newer release available (1.9.2)

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Credits

Author: Lisa Koutsoviti, Gonzalo Napoles

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1.9.2

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