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. 2021 Nov 24;11(12):1248. doi: 10.3390/jpm11121248

Table 3.

Stratified 6-fold validation result on a dataset.

Model CNN DenseNet121 ResNet50V2 CNN DenseNet121 ResNet50V2
Method Supervised
Learning
Supervised
Learning
Supervised
Learning
Supervised
Contrastive
Learning
Supervised
Contrastive
Learning
Supervised
Contrastive
Learning
Accuracy 0.933 0.919 0.936 0.976 0.952 0.946
Sensitivity 0.179 0.561 0.272 0.774 0.469 0.417
Specificity 1.000 0.951 0.995 0.994 0.995 0.992
Prevalence 0.081 0.081 0.081 0.081 0.081 0.081
Precision 0.975 0.695 0.576 0.923 0.888 0.694
NPV 0.932 0.961 0.940 0.980 0.955 0.951
F1 Score 0.301 0.576 0.353 0.842 0.594 0.519