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. 2023 Jun 5;13(11):1977. doi: 10.3390/diagnostics13111977

Table 6.

Time complexity of the proposed ensemble model for different sample sizes and numbers of epochs.

Samples Epochs Time for Data Augmentation (In Minutes) Time for Training and Validation (In Minutes) Total Time (In Minutes)
1200 5 21 27 48
10 21 33 54
15 21 46 67
20 21 50 71
1400 5 24 30 54
10 24 39 63
15 24 48 72
20 24 53 77
1600 5 28 34 62
10 28 42 70
15 28 49 77
20 28 58 86