Bayes Imbalance Impact Index: A Measure of Class Imbalanced Dataset for Classification Problem

Yang Lu, Yiu-ming Cheung, Yuan Yan Tang

Recent studies have shown that imbalance ratio is not the only cause of the performance loss of a classifier in imbalanced data classification. In fact, other data factors, such as…