Multigranularity Building Energy Consumption Prediction Method Based on Convolutional Recurrent Neural Network

Table 6

Model prediction performance comparison.

Model	IHEPC dataset
	MSE	RMSE	MAE
MLP	0.5566	0.7460	0.5533
CNN	0.3039	0.5513	0.3928
LSTM	0.3334	0.5774	0.4067
MsC-LSTM	0.3010	0.5486	0.3917
MgHa-LSTM	0.2821	0.5311	0.3690