Research Article
W-Index: An Index for Evaluating Link Prediction considering Only the Role of Wins
Table 3
The prediction accuracy on six networks.
| ā | CN | CN-W | LHN | LHN-W | RA | RA-W | WIC | ICRA | LP | LRW |
| Jazz | AUC | 0.953 | 0.826 | 0.902 | 0.796 | 0.971 | 0.829 | 0.809 | 0.956 | 0.945 | 0.912 | W | 0.946 | 0.708 | 0.901 | 0.680 | 0.970 | 0.712 | 0.690 | 0.956 | 0.945 | 0.912 | USAir | AUC | 0.933 | 0.778 | 0.770 | 0.741 | 0.951 | 0.783 | 0.768 | 0.950 | 0.923 | 0.908 | W | 0.909 | 0.604 | 0.755 | 0.570 | 0.937 | 0.613 | 0.594 | 0.936 | 0.919 | 0.902 | Metabolic | AUC | 0.920 | 0.748 | 0.739 | 0.731 | 0.956 | 0.753 | 0.744 | 0.956 | 0.917 | 0.869 | W | 0.881 | 0.532 | 0.730 | 0.520 | 0.946 | 0.542 | 0.528 | 0.948 | 0.915 | 0.868 | PB | AUC | 0.917 | 0.893 | 0.762 | 0.770 | 0.922 | 0.895 | 0.890 | 0.927 | 0.931 | 0.937 | W | 0.890 | 0.843 | 0.745 | 0.725 | 0.904 | 0.851 | 0.840 | 0.910 | 0.930 | 0.936 | Tvshow | AUC | 0.905 | 0.892 | 0.904 | 0.891 | 0.907 | 0.892 | 0.892 | 0.906 | 0.952 | 0.946 | W | 0.813 | 0.786 | 0.814 | 0.786 | 0.815 | 0.786 | 0.785 | 0.815 | 0.912 | 0.899 | Yeast | AUC | 0.883 | 0.673 | 0.706 | 0.662 | 0.892 | 0.673 | 0.669 | 0.894 | 0.907 | 0.906 | W | 0.843 | 0.383 | 0.682 | 0.374 | 0.868 | 0.386 | 0.379 | 0.871 | 0.907 | 0.906 |
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