Research Article

Classification Algorithm for Heterogeneous Network Data Streams Based on Big Data Active Learning

Table 2

Link prediction AUC.

FrameAUC
Habitat datasets of swanThe Movies DatasetsWord Net-WN11

Deep Walk0.61240.71250.5721
Node2vec-Megnn0.63280.78410.7893
Metapath2vec0.77820.85310.8217
LINE-Megnn0.78940.73520.6914
SNN-tri0.90130.84270.8129
RODE0.92740.90110.9173