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Link Prediction on Yelp 20% edges (test)
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90.1
AUC
HSRL
28.22
44.285
60.35
76.415
Jan 29, 2019
Jan 31, 2019
Feb 3, 2019
Feb 6, 2019
Feb 9, 2019
Feb 12, 2019
Feb 15, 2019
AUC
Gain (%)
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
Gain (%)
HSRL
Base algorithm=DeepWalk
2019.02
90.1
6.5
HSRL
Base algorithm=node2vec
2019.02
89.2
16.8
Event2vec
similarity_metric=cosi...
2019.01
86.2
-
DeepWalk
2019.02
84.2
-
DeepWalk
similarity_metric=cosi...
2019.01
84.1
-
HSRL
Base algorithm=LINE
2019.02
79.9
5.9
node2vec
similarity_metric=cosi...
2019.01
78.3
-
LINE
2019.02
75.2
-
HARP
Base algorithm=DeepWalk
2019.02
74.3
-
node2vec
2019.02
74.2
-
HARP
Base algorithm=node2vec
2019.02
70.8
-
metapath2vec
similarity_metric=cosi...
2019.01
61.6
-
DHNE
similarity_metric=cosi...
2019.01
54.6
-
LINE
similarity_metric=cosi...
2019.01
53.1
-
HARP
Base algorithm=LINE
2019.02
30.6
-
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