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. 2022 May 13;123:108966. doi: 10.1016/j.asoc.2022.108966

Table 7.

Comparative of experiment results with multiInput and single input classification with fuzzy (mean values by network).

Multi input AUC Acc Precision Recall

VGG16 0.97 0.90 0.90 0.96
ResNet152V2 0.99 0.94 0.95 0.94
InceptionV3 0.99 0.96 0.96 0.97
EfficientNetB3 0.95 0.88 0.88 0.93

Single Input AUC Acc Precision Recall

VGG16 0.90 0.60 1.00 0.19
ResNet152V2 0.95 0.78 0.69 1.00
InceptionV3 0.91 0.88 0.83 0.94
EfficientNetB3 0.99 0.74 1.00 0.47