Table 7.
Model | Disease | Measures | ||
---|---|---|---|---|
Precision (%) | F1 score (%) | Sensitivity (%) | ||
VGG16 | Atopic | 78 | 71 | 49 |
Eczema | 76 | 82 | 83 | |
Psoriasis | 56 | 61 | 62 | |
EfficientNet | Atopic | 98 | 77 | 59 |
Eczema | 86 | 86 | 97 | |
Psoriasis | 68 | 69 | 65 | |
InceptionV3 | Atopic | 73 | 71 | 69 |
Eczema | 68 | 79 | 88 | |
Psoriasis | 83 | 62 | 50 | |
MobileNet | Atopic | 82 | 86 | 80 |
Eczema | 86 | 83 | 79 | |
Psoriasis | 86 | 84 | 95 | |
NasNet | Atopic | 70 | 74 | 78 |
Eczema | 86 | 89 | 92 | |
Psoriasis | 88 | 78 | 70 | |
ResNet50 | Atopic | 62 | 69 | 77 |
Eczema | 67 | 64 | 62 | |
Psoriasis | 75 | 60 | 50 |