| Windows | | AHAR-RV | HAR-RV | AHAR-RV-J | HAR-RV-J | AHAR-RV-CJ | HAR-RV-CJ |
| 1–700 701–800 | | (1,4,109) | (1,5,22) | (1,4,109) | (1,5,22) | (1,4,106) | (1,5,22) | MAE | 0.37826 | 0.37225 | 0.37826 | 0.37225 | 0.38011 | 0.37374 | MAPE | 0.05156 | 0.05076 | 0.05156 | 0.05076 | 0.05185 | 0.05105 | RMSE | 0.46385 | 0.46438 | 0.46386 | 0.46442 | 0.46653 | 0.46875 | Theil | 0.03058 | 0.03063 | 0.03058 | 0.03064 | 0.03074 | 0.03090 |
| 101–800 801–900 | | (1,3,16) | (1,5,22) | (1,3,16) | (1,5,22) | (1,3,18) | (1,5,22) | MAE | 0.41608 | 0.41853 | 0.41540 | 0.41782 | 0.44916 | 0.45973 | MAPE | 0.05511 | 0.05541 | 0.05501 | 0.05531 | 0.05938 | 0.06083 | RMSE | 0.62675 | 0.62882 | 0.62596 | 0.62823 | 0.66261 | 0.66838 | Theil | 0.04049 | 0.04063 | 0.04044 | 0.04059 | 0.04295 | 0.04331 |
| 201–900 901–1000 | | (1,3,18) | (1,5,22) | (1,3,18) | (1,5,22) | (1,4,18) | (1,5,22) | MAE | 0.31402 | 0.31845 | 0.31421 | 0.31874 | 0.32064 | 0.32252 | MAPE | 0.03936 | 0.03985 | 0.03937 | 0.03987 | 0.04011 | 0.04031 | RMSE | 0.40048 | 0.39764 | 0.40052 | 0.39761 | 0.40216 | 0.40251 | Theil | 0.02464 | 0.02446 | 0.02464 | 0.02447 | 0.02475 | 0.02477 |
| 301–1000 1001–1100 | | (1,3,18) | (1,5,22) | (1,3,18) | (1,5,22) | (1,4,18) | (1,5,22) | MAE | 0.41896 | 0.41987 | 0.41931 | 0.42000 | 0.42379 | 0.42471 | MAPE | 0.05152 | 0.05161 | 0.05154 | 0.05160 | 0.05195 | 0.05209 | RMSE | 0.52583 | 0.52826 | 0.52590 | 0.52831 | 0.52727 | 0.52907 | Theil | 0.03145 | 0.03159 | 0.03146 | 0.03160 | 0.03157 | 0.03167 |
| 401–1100 1101–1200 | | (1,3,16) | (1,5,22) | (1,3,16) | (1,5,22) | (1,3,16) | (1,5,22) | MAE | 0.44809 | 0.45146 | 0.44837 | 0.45172 | 0.45576 | 0.45750 | MAPE | 0.05052 | 0.05087 | 0.05055 | 0.05090 | 0.05131 | 0.05147 | RMSE | 0.55241 | 0.55648 | 0.55276 | 0.55678 | 0.55940 | 0.56262 | Theil | 0.03145 | 0.03170 | 0.03147 | 0.03172 | 0.03189 | 0.03209 |
|
|