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

29 Jan 2019Yang LuYiu-ming CheungYuan 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 small disjuncts, noises and overlapping, also play the roles in tandem with imbalance ratio, which makes the problem difficult... (read more)

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