Detecting and Mitigating Algorithmic Bias in Binary Classification using Causal Modeling.

Wendy Hui Wai Kwong Lau

Published in: CoRR (2023)

Keyphrases

binary classification
multi class
support vector
learning problems
cost sensitive
multi label
support vector machine
multi class classification
class imbalance
generalization error
prediction accuracy
binary classifiers
ensemble methods
similarity measure
higher order
microarray
upper bound
class distribution