Trust Prediction for Unobserved Users on Epinions (70%-15%-15%)
0.4767MRRTCHG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TCHGUser category=Unobserved-user, Split=70%-15%-15%2026.06 | 0.4767 | 0.9618 | 0.9678 | |
| CATtrust propagation length=12025.12 | 0.4082 | 0.9527 | 0.8933 | |
| CATUser category=Unobserved-user, Split=70%-15%-15%2026.06 | 0.4049 | 0.9321 | 0.892 | |
| RGCNUser category=Unobserved-user, Split=70%-15%-15%2026.06 | 0.2794 | 0.8078 | 0.7973 | |
| HANtrust propagation length=22025.12 | 0.2707 | 0.9365 | 0.8773 | |
| HGTtrust propagation length=22025.12 | 0.2693 | 0.9326 | 0.8603 | |
| HGTUser category=Unobserved-user, Split=70%-15%-15%2026.06 | 0.262 | 0.93 | 0.8588 | |
| TrustGuardtrust propagation length=22025.12 | 0.2571 | 0.895 | 0.7312 | |
| HANUser category=Unobserved-user, Split=70%-15%-15%2026.06 | 0.2536 | 0.9234 | 0.8535 | |
| Lineartrust propagation length=22025.12 | 0.252 | 0.9067 | 0.8047 | |
| LinearUser category=Unobserved-user, Split=70%-15%-15%2026.06 | 0.242 | 0.8977 | 0.7845 | |
| TrustGNNUser category=Unobserved-user, Split=70%-15%-15%2026.06 | 0.2379 | 0.8796 | 0.7108 | |
| Medleytrust propagation length=22025.12 | 0.1979 | 0.8884 | 0.7806 | |
| GATrusttrust propagation length=22025.12 | 0.1917 | 0.8137 | 0.6017 | |
| Guardiantrust propagation length=22025.12 | 0.1497 | 0.8034 | 0.5902 | |
| GuardianUser category=Unobserved-user, Split=70%-15%-15%2026.06 | 0.1398 | 0.7923 | 0.5946 |