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. 2022 Oct 8;12:16925. doi: 10.1038/s41598-022-21408-9

Table 3.

Statistical evaluation of ResNet50 and ResNet50v2 with the SAM and SGD optimizers in contact analysis.

Performance metrics Model A Model B A-B P value Effect size
ResNet50
Accuracy SAM SGD 0.006 0.003 0.761
Precision 0.006 0.006 0.677
Recall 0.004 0.046 0.440
F1 score 0.005 0.018 0.556
AUC 0.008  < .0001 1.052
ResNet50v2
Accuracy SAM SGD 0.007  < .0001 1.456
Precision 0.007  < .0001 0.874
Recall 0.009  < .0001 0.995
F1 score 0.008  < .0001 1.103
AUC 0.006 0.001 0.899
ResNet50v2 versus ResNet50 optimizer; SAM
Accuracy ResNet50v2 ResNet50 0.004 0.004 0.835
Precision 0.006 0.004 0.742
Recall 0.005 0.013 0.560
F1 score 0.006 0.004 0.712
AUC 0.007  < .0001 0.932

AUC, area under the receiver operating characteristics curve.

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