Figure 3

Null case classification results for high-dimensional data. Class-specific predictive accuracies (PA₁, PA₂) achieved with SMOTE (blue symbols), without any class-imbalance correction (small, gray symbols) and with cut-off adjustment (large, gray symbols) for 7 types of classifiers, varying the proportion of Class 1 samples in the training set (k₁).