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. 2022 Sep 7;48:191–211. doi: 10.1016/j.jare.2022.08.021

Table 4.

Classification evaluation performance of the individual pre-trained deep learning models.

Pre-trained Models ACC SEN SPE PRE F1-score AUC
DenseNet201 0.9695 0.9542 0.9771 0.9551 0.9544 0.9657
VGG16 0.9585 0.9378 0.9689 0.9392 0.9378 0.9533
GoogleNet 0.9446 0.9169 0.9584 0.9214 0.9178 0.9377
EfficientNetB7 0.9276 0.8913 0.9457 0.9214 0.8930 0.9185
InceptResNetV2 0.9444 0.9167 0.9583 0.9197 0.9169 0.9375
Xception 0.9579 0.9369 0.9684 0.9397 0.9374 0.9527