| Methods | 15 min | 30 min | 60 min | Average | ||||
|
| MAE | RMSE | MAE | RMSE | MAE | RMSE | MAE | RMSE |
| ARIMA | 23.574 | 24.932 | 31.56 | 33.17 | 37.013 | 38.323 | 30.716 | 42.142 |
| NNMF | 20.32 | 28.4 | 20.39 | 28.69 | 20.51 | 29.2 | 20.41 | 28.76 |
| CP-ALS | 12.97 | 17.87 | 12.87 | 17.93 | 13.12 | 12.83 | 12.99 | 16.21 |
| Tucker-ALS | 10.93 | 14.66 | 10.96 | 14.95 | 11.05 | 15.78 | 10.98 | 15.13 |