Trust Prediction for Observed Users on Epinions (70%-15%-15%)
0.7171MRRTCHG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TCHGUser category=Observed-user, Split=70%-15%-15%2026.06 | 0.7171 | 0.9735 | 0.9782 | |
| CATUser category=Observed-user, Split=70%-15%-15%2026.06 | 0.6028 | 0.9379 | 0.9674 | |
| CATtrust propagation length=12025.12 | 0.6025 | 0.9383 | 0.9677 | |
| HGTtrust propagation length=22025.12 | 0.5081 | 0.9151 | 0.9588 | |
| TrustGuardtrust propagation length=22025.12 | 0.4955 | 0.8919 | 0.9382 | |
| HGTUser category=Observed-user, Split=70%-15%-15%2026.06 | 0.4947 | 0.9181 | 0.9425 | |
| Medleytrust propagation length=22025.12 | 0.4762 | 0.8944 | 0.944 | |
| TrustGNNUser category=Observed-user, Split=70%-15%-15%2026.06 | 0.4563 | 0.8522 | 0.9108 | |
| GATrusttrust propagation length=22025.12 | 0.438 | 0.8851 | 0.9431 | |
| RGCNUser category=Observed-user, Split=70%-15%-15%2026.06 | 0.4057 | 0.8482 | 0.9165 | |
| HANtrust propagation length=22025.12 | 0.4054 | 0.8731 | 0.9396 | |
| HANUser category=Observed-user, Split=70%-15%-15%2026.06 | 0.4047 | 0.8557 | 0.9299 | |
| Lineartrust propagation length=22025.12 | 0.3866 | 0.8247 | 0.8873 | |
| LinearUser category=Observed-user, Split=70%-15%-15%2026.06 | 0.3777 | 0.8217 | 0.8879 | |
| Guardiantrust propagation length=22025.12 | 0.3097 | 0.8237 | 0.9233 | |
| GuardianUser category=Observed-user, Split=70%-15%-15%2026.06 | 0.297 | 0.8252 | 0.9132 |