Table 13. Performance comparison of ARIMA, LSTM, and hybrid models for recovery cases.
| Model comparison summary | |||
|---|---|---|---|
| Metric | ARIMA | LSTM | Hybrid ARIMA-LSTM |
| MSE | 3,974,437.15 | 8,280,420.05 | 3,973,296.51 |
| RMSE | 1,993.6 | 2,877.57 | 1,993.31 |
| RRMSE | 0.2377 | 0.3635 | 0.2376 |
| NRMSE | 0.0993 | 0.1394 | 0.0993 |
| MAE | 1,584.16 | 2,239.65 | 1,583.28 |
| MAPE (%) | 8.07% | 11.35% | 8.06% |
| R2 | 0.2092 | –0.8905 | 0.21 |