Table 7.

The trained models—Training period: 15^th of November 2018.

Order of Measurement (Model Number)	Number of Neurons (-)	Accuracy (%)	Testing		Validation
			Linear Correlation	MAE	Linear Correlation	MAE	MSE
1	10	79.0	0.895	0.006	0.890	0.007	1.61 × 10−4
2	50	94.8	0.987	0.002	0.987	0.002	3.07 × 10−5
3	100	95.4	0.926	0.002	0.952	0.002	4.94 × 10−5
4	150	91.9	0.861	0.003	0.897	0.003	1.13 × 10−4
5	200	91.9	0.861	0.003	0.897	0.003	1.13 × 10−4
6	250	91.9	0.861	0.003	0.897	0.003	1.13 × 10−4
7	300	91.9	0.861	0.003	0.897	0.003	1.13 × 10−4
8	350	91.9	0.861	0.003	0.897	0.003	1.13 × 10−4
9	400	99.7	0.913	0.002	0.895	0.003	6.45 × 10−5