Dengue Risk Forecast with Mosquito Vector: A Multicomponent Fusion Approach Based on Spatiotemporal Analysis

Table 1

Forecast performance comparison with different models.

Model	RMSE (week)	(week)	RMSE (day)	(day)
HA	48.64	0.58	6.05	0.70
ARIMA	69.02	0.18	10.16	0.19
SVR	58.36	0.39	7.17	0.58
XGBoost	48.99	0.57	7.05	0.59
CNN	43.44	0.66	5.72	0.73
LSTM	42.18	0.68	5.61	0.74
STCFM	34.88	0.78	4.65	0.83