Research Article
Robust and Adaptive Online Time Series Prediction with Long Short-Term Memory
Table 2
RMSE on synthetic data and real time series.
| Algorithm | Data | Synthetic | ECG | HandOutlines | DJIA |
| RLSTM | 0.7606 | 0.8505 | 0.9756 | 1.8454 | SR-LSTM | 0.7329 | 0.8323 | 0.9411 | 1.7574 | RN-LSTM | 0.7218 | 0.8217 | 0.9376 | 1.6218 | RoAdam | 0.4946 | 0.5626 | 0.7633 | 1.3875 |
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