Table 7.

Performance of the base models of XGBoost and their rankings.

XGBoost 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
XGBoost1	14	14	14	13	14	13	7	13	13	11	126	2
XGBoost2	15	15	15	15	15	15	15	10	15	15	145	1
XGBoost3	1	1	1	1	1	2	4	3	2	3	19	15
XGBoost4	10	11	10	11	9	10	8	9	10	12	100	4
XGBoost5	6	6	5	6	6	7	2	5	7	9	59	11
XGBoost6	9	10	11	10	10	14	12	12	14	13	115	3
XGBoost7	8	8	8	8	8	8	10	11	9	8	86	8
XGBoost8	3	4	4	3	4	1	1	1	1	2	24	14
XGBoost9	11	9	9	9	11	12	5	8	12	4	90	6
XGBoost10	2	2	2	2	2	3	14	7	3	10	47	13
XGBoost11	5	5	6	5	5	9	3	15	8	1	62	10
XGBoost12	4	3	3	4	3	11	9	4	11	6	58	12
XGBoost13	7	7	7	7	7	6	13	14	6	14	88	7
XGBoost14	12	12	12	14	12	4	6	2	4	5	83	9
XGBoost15	13	13	13	12	13	5	11	6	5	7	98	5