Research Article
Research on Real-Time Local Rainfall Prediction Based on MEMS Sensors
Table 5
Prediction performance based on seasonal rules by the four models.
| Model | 5 min | 10 min | 15 min | MAE | RMSE | MAE | RMSE | MAE | RMSE |
| RF | 0.0127 | 0.0453 | 0.0239 | 0.0758 | 0.0376 | 0.1098 | SVM | 0.0776 | 0.0825 | 0.1222 | 0.1313 | 0.1619 | 0.1778 | BPNNs | 0.0146 | 0.0476 | 0.0285 | 0.0815 | 0.0418 | 0.1157 | LSTM | 0.0096 | 0.0430 | 0.0161 | 0.0725 | 0.0233 | 0.1027 |
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