Table 2.
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.