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Table 4 F1-scores and G-means of pattern discovery and the referenced non-interpretable methods

From: Imbalanced target prediction with pattern discovery on clinical data repositories

Methods F1-score G-mean
pattern discovery 0.345 a 0.633 a
RUSBoost (RUS) [10] 0.302 0.588
SVM + SMOTE (SSVM) 0.338 0.625
boosted SVM for imbalanced data (BSI) 0.375 0.657
JRip + BSI 0.362 0.648
UnderBagging (UB) 0.354 0.651
  1. aAverage testing results from our experiment; other results reported or projected from the reference [20]