Table 5.

Performance of the base models of ANN and their rankings.

ANN models	Training					Testing					Total rate	Rank
	R2 rating	RMSE rating	MAE rating	VAF rating	Accuracy rating	R2 rating	RMSE rating	MAE rating	VAF rating	Accuracy rating
ANN1	10	12	9	11	6	2	3	7	2	8	70	9
ANN2	11	7	15	9	15	1	1	6	1	3	69	10
ANN3	15	15	12	15	13	15	15	13	14	14	141	1
ANN4	2	5	5	1	5	6	2	5	5	4	40	12
ANN5	9	11	10	10	9	9	14	12	10	12	106	4
ANN6	13	8	7	13	7	13	11	8	13	7	100	5
ANN7	8	13	14	8	14	14	13	15	15	13	127	2
ANN8	4	6	6	6	8	8	10	9	9	6	72	8
ANN9	14	10	8	14	10	7	6	10	7	10	96	7
ANN10	6	3	4	3	4	11	4	2	8	1	46	11
ANN11	12	14	13	12	12	12	5	11	12	15	118	3
ANN12	7	9	11	7	11	10	9	14	11	11	100	5
ANN13	3	4	3	4	3	4	7	4	3	5	40	12
ANN14	1	2	1	2	1	5	12	1	6	9	40	12
ANN15	5	1	2	5	2	3	8	3	4	2	35	15