Table 2 Slide-level accuracy of the test set of the different models
Slide_ID | Ground trutha | DL neural models | ||
|---|---|---|---|---|
VGG19_bn | Squeezenet | Resnet18 | ||
0 | 0 | 0.974 | 0.991 | 1.000 |
1 | 0 | 1.000 | 1.000 | 1.000 |
2 | 1 | 0.818 | 0.819 | 0.839 |
3 | 1 | 0.956 | 0.932 | 0.946 |
4 | 1 | 0.937 | 0.919 | 0.901 |
5 | 1 | 0.798 | 0.683 | 0.792 |
6 | 1 | 0.806 | 0.799 | 0.823 |
7 | 0 | 0.998 | 0.997 | 0.997 |
8 | 1 | 0.487 | 0.505 | 0.475 |
9 | 1 | 0.817 | 0.808 | 0.850 |
10 | 1 | 0.822 | 0.818 | 0.833 |
11 | 0 | 0.997 | 0.999 | 1.000 |
12 | 0 | 0.999 | 0.999 | 1.000 |
13 | 1 | 0.948 | 0.934 | 0.943 |
14 | 1 | 0.593 | 0.581 | 0.578 |
15 | 0 | 0.995 | 0.995 | 0.998 |
16 | 1 | 0.375 | 0.392 | 0.371 |
17 | 1 | 0.717 | 0.718 | 0.703 |
18 | 0 | 1.000 | 0.999 | 1.000 |