Heterogeneous network propagation for herb target identification

Table 2 The performance comparison of different prediction algorithms

Prediction simulation	Algorithm	Number of herbs	F1-score	Hit@1 (%)
NoTarget	PRINCE	260	0.16±0.17	29.23
NoTarget	heNetRW	261	0.28±0.20	50.57
HalfTarget	PRINCE	896	0.05±0.10	6.70
HalfTarget	heNetRW	896	0.59±0.33	75.78

NoTarget and HalfTarget are two experimental simulations. PRINCE and heNetRW are prediction algorithms. Hit@1 represents the top one hit

ISSN: 1472-6947