A three-parameter grid search finds resampling ratios that trade off disparate impact and MCC, improving fairness on doubly imbalanced fraud data.
arXiv (2015)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Fair for a few: Improving Fairness in Doubly Imbalanced Datasets
A three-parameter grid search finds resampling ratios that trade off disparate impact and MCC, improving fairness on doubly imbalanced fraud data.