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Fairlearn Parity Constraints for Mitigating Gender Bias in Binary Classification Models - Comparative Analysis.
Andrzej Malowiecki
Iwona Chomiak-Orsa
Published in:
ECAI Workshops (2) (2023)
Keyphrases
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comparative analysis
classification models
decision trees
training data
non binary
software quality classification
feature set
decision tree algorithm
learning models
semi quantitative
feature selection
attribute selection
models built
feature subset
life cycle
error correction
benchmark datasets