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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%
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