Table 7.

SMR-NN: DNN optimum hyperparameters.

Model	Optimizer	Epochs	Batch size	Best Score (R2)
M 1	Adam	150	64	0.77
M 2	Adam	150	32	0.96
M 3	Adamax	150	32	0.97
M 4	Nadam	150	32	0.96
M 5	Adam	100	128	0.96
SMR-NN	normalize = True, fit_intercept = True			0.96