Minimax Optimal Rates With Heavily Imbalanced Binary Data
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DOI: 10.1109/tit.2024.3459814
Abstract: In a wide range of binary prediction and estimation tasks, the data set exhibits a high degree of imbalance between the sample sizes of the two classes, which greatly hinders the performance of standard machine… read more here.
Keywords: rates heavily; imbalanced data; minimax optimal; heavily imbalanced ... See more keywords