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The class imbalance phenomenon is pervasive in bioinformatics prediction problems in which the number of majority samples is significantly larger than that of minority samples. Relieving the severity of class imbalance has been demonstrated to be a promising route for enhancing the prediction performance of a statistical machine learning-based predictor under an imbalanced learning scenario. In this...
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