基于路径相互关注的网络嵌入算法
钱付兰,黄鑫,赵姝,张燕平
Path⁃based mutual attention algorithm for network embedding
Fulan Qian,Xin Huang,Shu Zhao,Yanping Zhang
表2
Cora数据集下
AUC
值
Table 2
AUC
on Cora
训练比例
15%
25%
35%
45%
55%
65%
75%
85%
95%
Deepwalk
56.0
63.0
70.2
75.5
80.1
85.2
85.3
87.8
90.3
LINE
55.0
58.6
66.4
73.0
77.6
82.8
85.6
88.4
89.3
Node2vec
55.9
62.4
66.1
75.0
78.7
81.6
85.9
87.3
88.2
PMANE
62.2
66.4
70.3
78.2
81.9
86.7
88.0
90.0
90.5