Emergency Medical Resources Allocation of Periphery for Epidemic Areas: Based on Infectious Diseases Spatial-Temporal Transmission Path

Table 8

Emergency medical supplies allocation F1 values of different methods.

Method	Test set ratio
	10%	20%	40%	60%	80%
SVM	0.76	0.79	0.75	0.74	0.73
GMM	0.84	0.82	0.84	0.83	0.83
Node2Vec	0.52	0.53	0.48	0.56	0.44
Graph SAGE	0.19	0.40	0.47	0.45	0.38
HAN	0.65	0.72	0.73	0.74	0.80
GCN	0.89	0.88	0.87	0.85	0.84