Table 5.

Spatial correlation performance of the proposed ST-GNN.

Model (baseline)	Moran’s I (1-week)	Moran’s I (4-week)
ARIMA	0.42	0.35
SARIMA	0.45	0.37
Prophet	0.44	0.36
Random forest (RF)	0.53	0.46
XGBoost	0.55	0.48
LSTM	0.58	0.50
GRU	0.60	0.52
ConvLSTM	0.63	0.55
DCRNN	0.67	0.59
ST-GCN	0.70	0.62
Proposed ST-GNN	0.76	0.68