Table 5 Rank-wise score analysis Models...

Table 5

Rank-wise score analysis

Models	Phase	Adj $R^{2}$	MSE	MAE	RMSE	Total score	Final score	Final rank
LR	Train	1	1	3	1	6	10	11
LR	Test	1	1	1	1	4	10	11
RR	Train	2	3	2	3	10	19	9
RR	Test	2	2	3	2	9	19	9
Lasso	Train	3	2	1	2	8	19	9
Lasso	Test	3	3	2	3	11	19	9
SVM	Train	5	5	6	5	21	44	7
SVM	Test	5	6	6	6	23	44	7
KNN	Train	7	7	11	7	32	52	5
KNN	Test	5	5	5	5	20	52	5
DT	Train	6	6	5	6	23	51	6
DT	Test	7	7	7	7	28	51	6
RF	Train	8	8	7	8	31	63	4
RF	Test	8	8	8	8	32	63	4
AB	Train	4	4	4	4	16	32	8
AB	Test	4	4	4	4	16	32	8
XGB	Train	9	9	9	9	36	72	3
XGB	Test	8	9	10	9	36	72	3
CB	Train	10	10	10	10	40	81	2
CB	Test	10	10	11	10	41	81	2
LGBM	Train	11	11	8	11	41	83	1
LGBM	Test	11	11	9	11	42	83	1

Source(s): Authors’ own work

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