基于非均匀邻居节点采样的聚合式图嵌入方法

陈思,蔡晓东,侯珍珍,李波

Aggregate graph embedding method based on non-uniform neighbor nodes sampling

Si CHEN,Xiao-dong CAI,Zhen-zhen HOU,Bo LI

表 1 Reddit数据集的F1分数实验结果

Tab.1 Experimental results of F1 score on Reddit dataset

方法 F1分数 方法 F1分数 Random 0.043 GraphSAGE 0.897 DeepWalk 0.324 NonUniform 0.917 RawFeatures 0.585