Multitime Resolution Hierarchical Attention-Based Recurrent Highway Networks for Taxi Demand Prediction

Table 2

Comparison with different baselines.

Method	RMSE	MAPE (%)	MAE
HA	116.89	38.9	81.90
ARIMA	76.24	39.4	55.92
Ridge	79.69	40.8	57.46
Lasso	79.75	41.0	57.51
MLP	66.02	21.5	45.59
XGBoost	65.63	18.0	44.28
LSTM	74.05	34.5	53.44
Temporal view + spatial (neighbors) view	60.13	19.5	42.49
MTR-HRHN	44.59	13.8	31.29