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. 2023 Jul 31;14:11795972221138470. doi: 10.1177/11795972221138470

Table 7.

Precision, F1 score and Sensitivity values obtained from each CNN-based architectures for each disease.

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