Clustering on MTVFL (test)
89Accuracy (Acc)RF baseline (supervised)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RF baseline (supervised)Supervision=supervised2026.04 | 89 | — | — | |
| Uniform weights (no opt.)Weight Optimization Strategy=Uniform weights (1/3, 1/3, 1/3), Supervision=unsupervised2026.04 | 78.4 | 52 | 11.2 | |
| ugs kernel onlyKernel Configuration=ugs kernel only, Supervision=unsupervised2026.04 | 75.7 | 43.9 | 1.8 | |
| Amp + ugs (no ECS)Kernel Configuration=Amp + ugs, Supervision=unsupervised2026.04 | 75.7 | 40.3 | 1.5 | |
| MKL (learned weights)Weight Optimization Strategy=learned weights, Regularization=λ = 0.1, Supervision=unsupervised2026.04 | 70.3 | 42.2 | 1.8 | |
| ECS kernel onlyKernel Configuration=ECS kernel only, Supervision=unsupervised2026.04 | 54.1 | 7.4 | 1.65 |