Date | Real value (RV) | Predictive value (PV) | Date | ARMA | |||
SVR-PV | LASSO-PV | CNN-PV | ARMA-RV | ARMA-PV | |||
2016/22 | 3.3 | 2.190572 | 3.82588 | 5.128867 | 2018/7 | 33 | 35.43721 |
2016/32 | 2.7 | 2.759205 | 3.552288 | 4.206986 | 2018/8 | 31.4 | 30.83961 |
2016/42 | 8.3 | 8.047085 | 7.270786 | 11.35356 | 2018/9 | 24.9 | 25.3212 |
2016/52 | 23.3 | 16.69593 | 20.84384 | 41.21413 | 2018/10 | 19.8 | 20.00432 |
2017/10 | 16.7 | 22.42617 | 19.99406 | 6.872914 | 2018/11 | 15.6 | 14.70278 |
2017/20 | 6.1 | 6.652845 | 4.370603 | 3.13537 | 2018/12 | 11.8 | 9.889074 |
2017/30 | 18.1 | 30.91959 | 18.31482 | 26.71198 | 2018/13 | 8.1 | 6.629661 |
2017/40 | 6.8 | 1.038435 | 6.23335 | 4.948258 | 2018/14 | 6.6 | 5.14302 |
2017/50 | 40.2 | 44.69814 | 43.72965 | 44.19198 | 2018/15 | 5 | 3.50494 |
2018/8 | 24.9 | 13.69753 | 21.04979 | 4.802393 | 2018/16 | 4 | 2.24089 |
| Training RMSE | 0.1027 | 3.9954 | 1.8670 |
|
| 1.7123 |
| Test RMSE | 6.4906 | 2.2268 | 9.6885 |
|
| 1.4333 |