Table 1 Error comparison of each algorithm
From: A new method for traffic forecasting in urban wireless communication network
Error calculation by | RMSE | MAE | ||||
|---|---|---|---|---|---|---|
Algorithm in different areas | Quadrilatro Della Moda (office area) | Politecnico di Milano (entertainment area) | Stadio San Siro (stadium with activities) | Quadrilatro Della Moda (office area) | Politecnico di Milano (entertainment area) | Stadio San Siro (stadium with activities) |
LSTM based on causality | 1.7491 | 9.3764 | 56.0866 | 1.4836 | 6.6944 | 36.9817 |
LSTM based on relevance | 1.8073 | 9.5862 | 72.1137 | 1.5028 | 7.6139 | 51.7222 |
VARIMA | 3.3652 | 18.7506 | 128.3342 | 2.7729 | 11.9167 | 72.1137 |