Classification on sphere-normalized Digits d=64 (3 splits)
98.6Accuracyk-means Nyström
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| k-means Nyströmdim=1198, b=1, λ=10^-22026.06 | 98.6 | 11.5 | 1.18 | |
| rls-leverage Nyströmdim=1198, b=1, λ=10^-22026.06 | 98.6 | 11.5 | 0.434 | |
| Gaussian RFF (different kernel)dim=2145, b=1, λ=10^-2, kernel=Gaussian RFF2026.06 | 98.4 | 20.6 | 0.024 | |
| RAY (m=128)dim=2123, m=128, b=1, λ=10^-22026.06 | 97.7 | 20.3 | 0.009 | |
| exact modulationdim=2145, b=1, λ=10^-2, m=∞2026.06 | 92.8 | 20.6 | 0.02 |