SVM | VTT | SVD-UI | ||||||
---|---|---|---|---|---|---|---|---|
Run 1 | Run 2 | Run 2' | Run 3 | Run 3' | Meana | StDeva | Mediana | |
Total predictions | 750 | |||||||
Total positive | 375 | |||||||
Total negative | 375 | |||||||
True positives (TP) | 330 | 295 | 323 | 300 | N/A | |||
False positives (FP) | 186 | 118 | 133 | 143 | ||||
True negatives (TN) | 189 | 257 | 242 | 232 | ||||
False negatives (FN) | 45 | 80 | 52 | 75 | ||||
Precision | 0.64 | 0.71 | 0.71 | 0.68 | 0.66 | 0.08 | 0.68 | |
Recall | 0.88 | 0.79 | 0.86 | 0.8 | 0.76 | 0.19 | 0.85 | |
Accuracy | 0.69 | 0.74 | 0.75 | 0.71 | 0.67 | 0.06 | 0.67 | |
F-score | 0.74 | 0.75 | 0.78 | 0.73 | 0.69 | 0.10 | 0.72 | |
FP rate | 0.5 | 0.32 | 0.36 | 0.38 | N/A | |||
TP rate | 0.88 | 0.79 | 0.86 | 0.8 | ||||
Error rate | 0.31 | 0.26 | 0.25 | 0.29 | ||||
AUC | 0.8 | 0.76 | 0.8 | 0.71 | 0.75 | 0.74 | 0.07 | 0.75 |