Table 2.
Model | TP | TN | FP | FN | Sens. | Spec. | NPV | PPV | AUC |
---|---|---|---|---|---|---|---|---|---|
MobileNet | 124 | 130 | 26 | 20 | 86.11 | 83.33 | 86.66 | 82.66 | 92.81 |
Xception | 138 | 132 | 12 | 18 | 88.46 | 91.66 | 88.00 | 92.00 | 96.63 |
EfficientNetB0 | 133 | 126 | 17 | 24 | 84.71 | 88.11 | 84.00 | 88.66 | 93.38 |
EfficientNetB1 | 142 | 127 | 8 | 23 | 86.06 | 94.07 | 84.66 | 94.66 | 95.06 |
EfficientNetB2 | 141 | 125 | 9 | 25 | 84.93 | 93.28 | 83.33 | 94.00 | 94.31 |