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Table 2 The estimated error statistical characteristic comparison with different machine learning algorithms

From: A deep learning-based load forecasting algorithm for energy consumption monitoring system using dimension expansion

 

MAPE (%)

MAE

RMSE

ELM method[16]

38.25

632.03

966.54

SVM method[17]

38.98

792.30

1250.24

CNN method[18]

36.11

491.99

737.03

Proposed

33.63

488.33

721.23