Skip to main content
. 2025 Aug 25;42(4):817–823. [Article in Chinese] doi: 10.7507/1001-5515.202501045

表 3. Performance of different graph embedding methods on the test set (%).

不同图嵌入方法在测试集上的性能(%)

模型 ACC↑ PR↑ REC↑ F1↑ MCC↑ AUROC↑
注:加粗数字表示最优结果;↑表示该指标越大越好
DeepWalk + TopN 79.44 79.12 80.00 79.55 58.89 86.26
Node2vec + TopN 79.22 80.77 77.24 78.76 58.78 86.38
DeepWalk + Doc2vec 80.99 81.18 80.79 80.96 62.03 88.42
Node2vec + Doc2vec 83.51 82.83 84.57 83.68 67.05 90.84