Table 6.
Model and classifier | AUCa (%) | Sensitivity (%) | Specificity (%) | |
NasNetLarge | ||||
|
1st | 97.61 | 90.73 | 93.42 |
2nd | 82.15 | 75.33 | 81.1 | |
Combined | 93.88 | 90.15 | 93.85 | |
Xception | ||||
|
1st | 95.9 | 88.64 | 91.78 |
2nd | 92.25 | 87.38 | 81.12 | |
Combined | 83.19 | 76.09 | 80.64 | |
InceptionV3 | ||||
|
1st | 89.28 | 83.2 | 85.51 |
2nd | 91.69 | 79.53 | 81.25 | |
Combined | 89.85 | 83.29 | 93.7 | |
InceptionResNetV2 | ||||
|
1st | 80.65 | 74.88 | 77.92 |
2nd | 85.41 | 79.21 | 81.25 | |
Combined | 85.44 |
82.69 | 93.75 | |
ResNet50 | ||||
|
1st | 98.73 | 93.14 | 95.22 |
2nd | 94.6 | 85.64 | 81.03 | |
Combined | 96.9 | 93.4 | 93.72 |
aArea under the curve.