Trust Prediction for Unobserved Users on Epinions (80%-10%-10%)
70.18MRRTCHG
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TCHGUser category=Unobserved-user, Split=80%-10%-10%2026.06 | 70.18 | 97.55 | 96.9 | |
| CATUser category=Unobserved-user, Split=80%-10%-10%2026.06 | 42.82 | 95.94 | 88 | |
| CATtrust propagation length=12025.12 | 39.87 | 95.94 | 87.99 | |
| HGTtrust propagation length=22025.12 | 29.31 | 95.04 | 86.33 | |
| HGTUser category=Unobserved-user, Split=80%-10%-10%2026.06 | 28.43 | 94.22 | 85.7 | |
| Lineartrust propagation length=22025.12 | 26.75 | 93.64 | 82.97 | |
| TrustGuardtrust propagation length=22025.12 | 26.34 | 93.2 | 78.91 | |
| LinearUser category=Unobserved-user, Split=80%-10%-10%2026.06 | 25.55 | 92.86 | 80.86 | |
| TrustGNNUser category=Unobserved-user, Split=80%-10%-10%2026.06 | 24.36 | 91.81 | 76.28 | |
| Medleytrust propagation length=22025.12 | 22.03 | 93.39 | 83.81 | |
| HANtrust propagation length=22025.12 | 20.4 | 93.87 | 85.96 | |
| HANUser category=Unobserved-user, Split=80%-10%-10%2026.06 | 19.32 | 93.03 | 84.13 | |
| GATrusttrust propagation length=22025.12 | 17.7 | 85.14 | 61.4 | |
| RGCNUser category=Unobserved-user, Split=80%-10%-10%2026.06 | 16.74 | 84.82 | 61.01 | |
| Guardiantrust propagation length=22025.12 | 16.58 | 85.73 | 63.95 | |
| GuardianUser category=Unobserved-user, Split=80%-10%-10%2026.06 | 15.32 | 84.61 | 62.09 |