Fig. 3From: Imbalanced target prediction with pattern discovery on clinical data repositoriesAverage testing F1-scores (top) and G-means (bottom) from 20-run 10-fold cross-validation on Risk1Yr = Yes, with original prevalence and different up-sampling ratios (x-axes). Legends: logistic regression (blue diamonds), naive Bayes (red squares), decision tree (green triangles), pattern discovery (purple crosses), and random baseline (light blue asterisks)Back to article page