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Table 2 The performance comparison of different prediction algorithms

From: Heterogeneous network propagation for herb target identification

Prediction simulation Algorithm Number of herbs F1-score Hit@1 (%)
NoTarget PRINCE 260 0.16±0.17 29.23
heNetRW 261 0.28±0.20 50.57
HalfTarget PRINCE 896 0.05±0.10 6.70
heNetRW 896 0.59±0.33 75.78
  1. NoTarget and HalfTarget are two experimental simulations. PRINCE and heNetRW are prediction algorithms. Hit@1 represents the top one hit