Table 4.
Parameter evaluation for threshold value = 0.05.
| Models | Threshold Value | CLL | FL | ||||
|---|---|---|---|---|---|---|---|
|
|
|
|
|
|
||
| VGG-16 | 0.05 | 0.98 | 0.82 | 0.89 | 0.84 | 0.99 | 0.91 |
| MobileNet V2 | 0.99 | 0.62 | 0.76 | 0.72 | 0.99 | 0.84 | |
| ResNet-50 | 0.98 | 0.76 | 0.86 | 0.81 | 0.98 | 0.89 | |
| DenseNet-161 | 0.99 | 0.90 | 0.94 | 0.91 | 0.99 | 0.95 | |
| Inception V3 | 0.95 | 0.62 | 0.76 | 0.72 | 0.95 | 0.80 | |
| VGG-19 | 0.97 | 0.86 | 0.91 | 0.88 | 0.97 | 0.92 | |
| DenseNet-161 | 0.1 | 0.98 | 0.91 | 0.95 | 0.92 | 0.98 | 0.95 |
| VGG-19 | 0.96 | 0.89 | 0.92 | 0.90 | 0.96 | 0.93 | |
| VGG-16 | 0.98 | 0.85 | 0.91 | 0.87 | 0.98 | 0.92 | |
| ResNet-50 | 0.97 | 0.83 | 0.89 | 0.85 | 0.97 | 0.91 | |
| Inception V3 | 0.95 | 0.75 | 0.82 | 0.77 | 0.95 | 0.85 | |
| MobileNet V2 | 0.98 | 0.71 | 0.82 | 0.77 | 0.99 | 0.82 | |
|
0.15 | 0.98 | 0.87 | 0.92 | 0.88 | 0.98 | 0.93 |
|
0.98 | 0.76 | 0.86 | 0.80 | 0.98 | 0.88 | |
|
0.96 | 0.87 | 0.91 | 0.88 | 0.96 | 0.92 | |
|
0.97 | 0.92 | 0.94 | 0.95 | 0.97 | 0.95 | |
|
0.97 | 0.78 | 0.86 | 0.80 | 0.98 | 0.85 | |
|
0.95 | 0.91 | 0.93 | 0.91 | 0.96 | 0.93 | |
| VGG-16 | 0.20 | 0.97 | 0.88 | 0.93 | 0.89 | 0.98 | 0.93 |
| DenseNet-161 | 0.97 | 0.92 | 0.95 | 0.93 | 0.97 | 0.95 | |
|
0.95 | 0.92 | 0.93 | 0.92 | 0.95 | 0.94 | |
|
0.95 | 0.89 | 0.92 | 0.90 | 0.95 | 0.92 | |
|
0.97 | 0.76 | 0.86 | 0.80 | 0.98 | 0.88 | |
|
0.97 | 0.76 | 0.86 | 0.80 | 0.98 | 0.88 | |















