Table 2.

The corresponding hyperparameter for each element in the solution.

Element #	Value
1	Loss function
2	Batch size
3	Dropout ratio
4	TL learning ratio
5	Weights optimizer
6	Scaler technique
7	Apply augmentation or not
8	Rotation value (if augmentation is true)
9	Width shift value (if augmentation is true)
10	Height shift value (if augmentation is true)
11	Shear value (if augmentation is true)
12	Zoom value (if augmentation is true)
13	Horizontal flip flag (if augmentation is true)
14	Vertical flip flag (if augmentation is true)
15	Brightness change range (if augmentation is true)