Load Prediction Based on Hybrid Model of VMD-mRMR-BPNN-LSSVM

Table 8

The prediction results.

Model	Component
	IMF1	IMF2	IMF3	IMF4	IMF5	IMF6	IMF7	IMF8	IMF9	IMF10
BPNN	4.00%	3.32%	4.61%	1.87%	1.49%	2.44%	2.87%	6.52%	1.03%	0.02%
LS-SVM	4.40%	5.90%	8.17%	4.31%	2.68%	2.42%	1.19%	0.82%	0.10%	0.004%