TABLE 3.

Hyperparameters optimized for seven end-use quality traits using the multi-trait MLP model.

Hyperparameter	GPC and FPROT	FPROT and FSDS	FASH and MSCOR	FYELD and MSCOR	CODI and FSDS
Activation function	relu	relu	relu	relu	relu
Epochs	200	200	200	200	200
Dropout	0.2	0.2	0.2	0.2	0.2
Learning rate	adaptive	adaptive	adaptive	adaptive	adaptive
No. of hidden layers	5	4	5	4	4
No. of neurons	(90, 90, 90, 90, 90)	(100, 60, 60, 60)	(50, 50, 50, 50)	(30, 15, 15, 10)	(100, 90, 90, 70)
Regularization	0.1	0.1	0.1	0.1	0.1
Solver	Adam	Adam	Adam	Adam	Adam