Table 4 Performance evaluation comparison of model
From: Short-term passenger flow forecast for urban rail transit based on multi-source data
Taoranting station | Gongzhufen station | BeijingNan station | |||||||
|---|---|---|---|---|---|---|---|---|---|
SARIMA | SVM | SARIMA-SVM | SARIMA | SVM | SARIMA-SVM | SARIMA | SVM | SARIMA-SVM | |
RMSE | 33.16 | 33.55 | 30.16 | 45.92 | 26.52 | 26.40 | 301.31 | 211.95 | 203.82 |
MAE | 24.52 | 24.79 | 21.81 | 30.32 | 20.68 | 20.22 | 240.95 | 151.37 | 146.24 |
MAPE | 10.11% | 10.30% | 8.92% | 16.70% | 11.98% | 11.48% | 28.37% | 14.24% | 15.57% |