Table 10.
Friedman test — Holm and Hochberg post hoc tests for MSE (using proposed method as the control method, ).
| Method | Rank | z | Holm post hoc test |
Hochberg post hoc test |
||
|---|---|---|---|---|---|---|
| Adjusted p-value | Null hypothesis | Adjusted p-value | Null hypothesis | |||
| Naïve method | 4.7500 | 4.1116 | 0.0002 | Rejected | 0.0197 | Rejected |
| ARIMA | 4.5000 | 3.8055 | 0.0006 | Rejected | 0.0197 | Rejected |
| LR | 4.0357 | 3.2368 | 0.0036 | Rejected | 0.0197 | Rejected |
| SVR | 6.3571 | 6.0800 | 0.0000 | Rejected | 0.0197 | Rejected |
| ELM | 3.5000 | 2.5807 | 0.0197 | Rejected | 0.0197 | Rejected |
| LSTM | 3.4643 | 2.5370 | 0.0197 | Rejected | 0.0112 | Rejected |