Trust Prediction for Observed Users on Epinions (80%-10%-10%)
0.8811MRRTCHG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TCHGUser category=Observed-user, Split=80%-10%-10%2026.06 | 0.8811 | 0.9832 | 0.9866 | |
| CATtrust propagation length=12025.12 | 0.6778 | 0.9603 | 0.9773 | |
| CATUser category=Observed-user, Split=80%-10%-10%2026.06 | 0.6758 | 0.9599 | 0.9771 | |
| HGTtrust propagation length=22025.12 | 0.6168 | 0.9446 | 0.9675 | |
| HGTUser category=Observed-user, Split=80%-10%-10%2026.06 | 0.6028 | 0.9472 | 0.9603 | |
| Medleytrust propagation length=22025.12 | 0.5577 | 0.9336 | 0.9628 | |
| TrustGuardtrust propagation length=22025.12 | 0.539 | 0.9214 | 0.9542 | |
| GATrusttrust propagation length=22025.12 | 0.5168 | 0.9135 | 0.946 | |
| Guardiantrust propagation length=22025.12 | 0.4979 | 0.908 | 0.9444 | |
| TrustGNNUser category=Observed-user, Split=80%-10%-10%2026.06 | 0.4969 | 0.8836 | 0.9267 | |
| GuardianUser category=Observed-user, Split=80%-10%-10%2026.06 | 0.4825 | 0.908 | 0.9403 | |
| RGCNUser category=Observed-user, Split=80%-10%-10%2026.06 | 0.4765 | 0.8747 | 0.9169 | |
| HANUser category=Observed-user, Split=80%-10%-10%2026.06 | 0.4103 | 0.8717 | 0.9327 | |
| HANtrust propagation length=22025.12 | 0.41 | 0.8869 | 0.9415 | |
| Lineartrust propagation length=22025.12 | 0.3622 | 0.8305 | 0.8907 | |
| LinearUser category=Observed-user, Split=80%-10%-10%2026.06 | 0.3549 | 0.8274 | 0.8901 |