Table 4.

Probabilistic evaluation metrics(uncertainty evaluation).

Model	CRPS (1-week) ↓	PICP (1-week) ↑	MPIW (1-week) ↓	CRPS (4-week) ↓	PICP (4-week) ↑	MPIW (4-week) ↓
ARIMA	7.42	0.71	38.5	10.86	0.65	51.3
SARIMA	7.10	0.73	36.8	10.32	0.67	48.6
Prophet	7.25	0.72	37.4	10.55	0.66	49.8
RF	5.98	0.80	31.2	8.92	0.74	42.7
XGBoost	5.72	0.82	29.8	8.51	0.76	41.0
LSTM	5.45	0.84	28.6	8.12	0.78	39.4
GRU	5.31	0.85	27.9	7.98	0.79	38.8
ConvLSTM	4.98	0.88	26.1	7.45	0.82	36.5
DCRNN	4.56	0.91	24.4	6.92	0.86	34.2
ST-GCN	4.32	0.92	23.5	6.58	0.88	33.0
Proposed ST-GNN	3.85	0.95	21.2	5.91	0.93	30.4