On the relation between accuracy and fairness in binary classification.

Indre Zliobaite

Published in: CoRR (2015)

Keyphrases

binary classification
prediction accuracy
multi class
learning problems
multi class classification
support vector
cost sensitive
support vector machine
class imbalance
classification accuracy
error rate
ensemble methods
generalization error
binary classifiers
data sets
lower bound