Research Article
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 |
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