Node | AUC | AUC | Avg. | Prec | ||
---|---|---|---|---|---|---|
Method | combination | (ROC) | (PR) | MAP | R-prec | @ k |
Deep- | Average | 95.93 | 95.82 | 89.81 | 86.86 | 98.77* |
Walk | Concat | 94.97 | 94.83 | 88.30 | 84.63 | 98.34* |
LINE | Average | 80.63 | 81.30 | 67.74 | 61.04 | 91.65 |
Concat | 81.16 | 81.82 | 68.53 | 61.42 | 92.00 | |
node- | Average | 78.38 | 78.75 | 66.42 | 59.32 | 88.67 |
2vec | Concat | 77.62 | 77.54 | 65.44 | 58.40 | 87.25 |
AA | N/A | 91.97 | 88.40 | 87.16 | 85.06 | 86.87 |
CN | N/A | 97.27 | 97.04* | 95.47 | 94.64 | 98.74* |
JI | N/A | 97.23* | 97.10 | 94.72 | 92.29 | 98.96 |