The class imbalance problem: A systematic study1
Intelligent Data Analysis2002Vol. 6(5), pp. 429–449
Citations Over TimeTop 1% of 2002 papers
Abstract
In machine learning problems, differences in prior class probabilities -- or class imbalances -- have been reported to hinder the performance of some standard classifiers, such as decision trees. This paper presents a systematic study aimed at answer
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