A Deep Learning Model with Conv-LSTM Networks for Subway Passenger Congestion Delay Prediction

Table 2

Predictive performance comparison.

Model	RMSE	MAE	R^2
ARIMA	0.0409	0.0200	0.774
ANN	0.0383	0.0209	0.790
CNN	0.0354	0.0179	0.769
LSTM	0.0381	0.0196	0.791
FC-LSTM	0.0373	0.0188	0.796
Conv-LSTM	0.0331	0.0165	0.806