Note(s): AUPRC, Area Under the Precision-Recall Curve; MAUC, Mean Area Under the Curve; MMCC, Mean Mathews Correlation Coefficient; RUS, Random Under-sampler; OSS, One-sided Selection; NCR, Neighborhood Cleaning Rule. For each of the evaluation metrics, a higher score (closer to 1) represents a better prediction performance