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. 2023 Nov 20;9(12):e22409. doi: 10.1016/j.heliyon.2023.e22409

Table 2.

Mean test loss and area under the curve of 5-fold datasets according to the batch size and epoch size.

Epoch size Batch size = 32 Batch size = 16 Batch size = 8 Overall
50 0.2649 0.2858 0.2741 0.2749
100 0.2692 0.2875 0.3120 0.2896
Loss 150 0.2835 0.2894 0.3116 0.2948
200 0.3235 0.3249 0.3162 0.3216
Overall 0.2853 0.2969 0.3035 0.2952
50 0.3300 0.3400 0.2850 0.3183
100 0.2900 0.2775 0.3450 0.3042
Sensitivity 150 0.3325 0.2875 0.2925 0.3042
200 0.2600 0.2825 0.3975 0.3133
Overall 0.3031 0.2969 0.3300 0.3100
50 0.9647 0.9546 0.9768 0.9654
100 0.9780 0.9737 0.9584 0.9700
Specificity 150 0.9624 0.9785 0.9768 0.9726
200 0.9735 0.9678 0.9501 0.9638
Overall 0.9697 0.9686 0.9655 0.9679
50 0.7963 0.7941 0.7965 0.7956
100 0.7927 0.7951 0.7932 0.7937
AUC 150 0.7923 0.7952 0.7952 0.7942
200 0.7878 0.7889 0.7987 0.7918
Overall 0.7923 0.7933 0.7959 0.7938

AUC, area under the curve.