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. 2022 Jan 4;23:11. doi: 10.1186/s12859-021-04548-z

Table 4.

Influence of different hops on the prediction model

Dataset1 Dataset2
hop = 1 hop = 2 hop = 3 hop = 1 hop = 2 hop = 3
AUC 0.948 0.943 0.945 0.986 0.982 0.953
Precision 0.731 0.794 0.754 0.658 0.698 0.730
Recall 0.965 0.900 0.926 0.999 0.995 0.988
AUPR 0.953 0.948 0.951 0.985 0.983 0.950
Accuracy 0.799 0.825 0.800 0.732 0.777 0.802
F1-Score 0.830 0.838 0.824 0.791 0.819 0.837