Table 3 The performance indices of the MLAs.

MLA	Execution time (sec)	RMSE	AE	RE (%)	RRSE	NAE	R (%)
LR	3	0.025	0.017	12.26	0.088	0.069	99.6
PR	43	0.238	0.119	797.23	0.836	0.471	75.1
GBT	6	0.106	0.094	665.77	0.374	0.371	99.7
RF	20	0.022	0.015	7.32	0.076	0.06	99.7
DT	1	0.023	0.016	6.04	0.081	0.063	99.7
NN	12	0.024	0.017	33.65	0.083	0.069	99.7
DL	18	0.022	0.015	12.48	0.076	0.061	99.7
K-NN	39	0.024	0.017	17.31	0.083	0.066	99.7
SVM	149	0.091	0.063	39.35	0.091	0.071	99.6

Quick links

Search