Table 4.

Modified LeNet 5 model performance with classification task and batch normalization approach

Batch size	Class label	ROC AUC
8	BCR survival	0.576 ± 0.080
8	BCR survival	0.680 ± 0.060
20	BCR survival	0.639 ± 0.081
8	BCR	0.600 ± 0.149
16	BCR	0.607 ± 0.094
32	BCR	0.572 ± 0.063

The values in bold highlight the maximal classification performance observed.