TABLE 2.

The hyperparameter searching space of the DL models for searching with Bayesian optimization.

Hyperparameters for searching
Hyperparameter	Options for searching
Conv-BRITE-filters-1	32, 40, 48, 56, 64
Conv-BRITE-filters-2	80, 96, 112, 128
Dense-BRITE-units	128, 144, 192, 256
Dropout-rate-BRITE	0.1, 0.2, 0.3
Conv-pathway-filters-1	32, 40, 48, 56, 64
Conv-pathway-filters-2	80, 96, 112, 128
Dense-pathway-units	128, 144, 192, 256
Dropout-rate-pathway	0.1, 0.2, 0.3
Dense-1-units	64, 128, 144, 192, 256
Dropout-rate-1	0.3, 0.4, 0.5
Dense-2-units	32, 64, 128
Dropout-rate-2	0.3, 0.4, 0.5
Learning-rate	0.001, 0.002, 0.003