Table 5.

The trained models—Training period: 12^th of May 2018.

Order of Measurement (Model Number)	Number of Neurons (-)	Accuracy (%)	Testing		Validation
			Linear Correlation	MAE	Linear Correlation	MAE	MSE
1	10	88.9	0.927	0.064	0.922	0.067	9.81 × 10−3
2	50	97.8	0.972	0.026	0.977	0.024	2.63 × 10−3
3	100	98.0	0.971	0.022	0.967	0.021	3.11 × 10−3
4	150	96.7	0.940	0.037	0.934	0.038	6.54 × 10−3
5	200	98.1	0.937	0.035	0.943	0.032	5.43 × 10−3
6	250	95.0	0.921	0.035	0.901	0.040	8.48 × 10−3
7	300	95.7	0.941	0.031	0.932	0.030	6.42 × 10−3
8	350	95.7	0.941	0.031	0.935	0.030	6.42 × 10−3
9	400	95.7	0.941	0.031	0.935	0.030	6.42 × 10−3