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. 2021 Nov 30;21(23):8003. doi: 10.3390/s21238003

Table 1.

Fashion MNIST, epoch (0–50), discrete batch, Adam optimiser.

Batch Epoch Accuracy [%] Total Time
WOA Best Each Generation
64 23 89.11
64 23 89.31 119 min
64 27 89.34
64 27 89.49
Random Search
64 45 89.49
128 25 89.40 63 min
512 45 89.23
16 30 89.21
Grid Search
128 35 89.68
64 45 89.57 220 min
64 20 89.45
256 45 89.44