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. 2020 Jul 31;8(7):e13737. doi: 10.2196/13737

Table 2.

Training time (minutes) for the hyperparameter search.

Hyperparameters 1 participant 3 participants 5 participants 9 participants
Cells




100 24 75 110 208

300 54 200 272 505

500 84 313 542 932
Hidden units




500 24 69 150 211

1500 52 161 264 482

2500 131 402 665 1213
Layers




1 24 65 116 220

2 35 125 190 366

3 48 158 271 470