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

Table 3.

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

Batch Epoch Accuracy [%] Total Time
WOA Best Each Generation
128 12 80.00
128 12 80.10 8 min
256 13 80.12
512 12 80.33
Random Search
512 15 80.07
16 5 80.04 23 min
32 10 80.03
32 20 79.79
Grid Search
64 15 80.17
256 15 79.62 80 min
256 50 79.56
16 15 79.01