Link Prediction on Science4Cast SemanticGraph_delta_3_cutoff_0_minedge_1.pkl (test)
90.88AUCBaseline model
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Baseline modelThreshold=0.52025.06 | 90.88 | 8.18 | 51.7 | 14.13 | 9,663,029 | 287,423 | 23,934 | 25,614 | |
| Baseline modelThreshold=0.552025.06 | 90.88 | 9.52 | 47.05 | 15.83 | 9,728,873 | 221,579 | 26,238 | 23,310 | |
| Baseline modelThreshold=0.62025.06 | 90.88 | 11.01 | 42.66 | 17.51 | 9,779,674 | 170,778 | 28,411 | 21,137 | |
| Baseline modelThreshold=0.652025.06 | 90.88 | 12.67 | 38.37 | 19.05 | 9,819,397 | 131,055 | 30,538 | 19,010 | |
| Baseline modelThreshold=0.72025.06 | 90.88 | 14.58 | 34.1 | 20.42 | 9,851,432 | 99,020 | 32,653 | 16,895 | |
| Baseline modelThreshold=0.752025.06 | 90.88 | 16.93 | 29.5 | 21.52 | 9,878,748 | 71,704 | 34,930 | 14,618 | |
| Baseline modelThreshold=0.82025.06 | 90.88 | 20.27 | 24.97 | 22.38 | 9,901,799 | 48,653 | 37,175 | 12,373 | |
| Baseline modelThreshold=0.852025.06 | 90.88 | 24.74 | 19.75 | 21.96 | 9,920,681 | 29,771 | 39,763 | 9,785 | |
| Baseline modelThreshold=0.92025.06 | 90.88 | 32.25 | 13.32 | 18.85 | 9,936,587 | 13,865 | 42,948 | 6,600 | |
| Baseline modelThreshold=0.952025.06 | 90.88 | 48.81 | 5.68 | 10.17 | 9,947,501 | 2,951 | 46,734 | 2,814 |