Table 11.
Friedman test — Holm and Hochberg post hoc tests for RMSE (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 | 4.3571 | 3.5868 | 0.0013 | Rejected | 0.0174 | Rejected |
ARIMA | 4.5714 | 3.8492 | 0.0006 | Rejected | 0.0174 | Rejected |
LR | 4.1429 | 3.3243 | 0.0027 | Rejected | 0.0174 | Rejected |
SVR | 6.3571 | 6.0362 | 0.0000 | Rejected | 0.0174 | Rejected |
ELM | 3.5714 | 2.6245 | 0.0174 | Rejected | 0.0087 | Rejected |
LSTM | 3.5714 | 2.6245 | 0.0174 | Rejected | 0.0174 | Rejected |