Research Article

A Deep Learning Prediction Model Based on Extreme-Point Symmetric Mode Decomposition and Cluster Analysis

Table 1

Performance comparison of the six models.

ModelsRMSEMAPE

DBN8.439826.52%
EMD-DBN5.837412.36%
EEMD-DBN3.08377.58%
CEEMD-DBN1.34053.67%
ESMD-DBN1.05432.45%
The proposed model0.87601.36%