Table A6.
Target Class |
Precision | Recall | F1-Score | AUC Score | Accuracy | Confusion Matrix |
||||
---|---|---|---|---|---|---|---|---|---|---|
Train | Test | |||||||||
Fold 1 | Class 0 | 0.92 | 0.80 | 0.86 | - | - | - | True label | Predicted label | |
Class 1 | 0.70 | 0.87 | 0.78 | - | - | - | 80 | 20 | ||
Average | 0.81 | 0.84 | 0.82 | 0.95 | 0.86 | 0.82 | 7 | 47 | ||
Fold 2 | Class 0 | 0.94 | 0.80 | 0.86 | - | - | - | True label | Predicted label | |
Class 1 | 0.71 | 0.91 | 0.80 | - | - | - | 80 | 20 | ||
Average | 0.83 | 0.85 | 0.83 | 0.95 | 0.87 | 0.83 | 5 | 49 | ||
Fold 3 | Class 0 | 0.93 | 0.85 | 0.89 | - | - | - | True label | Predicted label | |
Class 1 | 0.76 | 0.89 | 0.82 | - | - | - | 85 | 15 | ||
Average | 0.85 | 0.87 | 0.86 | 0.95 | 0.87 | 0.86 | 6 | 48 | ||
Fold 4 | Class 0 | 0.94 | 0.82 | 0.88 | - | - | - | True label | Predicted label | |
Class 1 | 0.73 | 0.91 | 0.81 | - | - | - | 82 | 18 | ||
Average | 0.83 | 0.86 | 0.84 | 0.95 | 0.88 | 0.85 | 5 | 48 | ||
Fold 5 | Class 0 | 0.94 | 0.76 | 0.84 | - | - | - | True label | Predicted label | |
Class 1 | 0.67 | 0.91 | 0.77 | - | - | - | 76 | 24 | ||
Average | 0.80 | 0.83 | 0.80 | 0.96 | 0.86 | 0.81 | 5 | 48 | ||
All folds’ average |
0.82 | 0.85 | 0.83 | 0.95 | 0.86 | 0.83 |