Logistic Regression on Toeplitz Sigma_a r=0.4 (synthetic)
97.5CoverageSketched Newton Method
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Sketched Newton Methodd=20, tau=10, Estimator=Ξ_l2025.02 | 97.5 | 0.026 | |
| Sketched Newton Methodd=60, tau=10, Estimator=Ξ_l2025.02 | 96.5 | 0.102 | |
| Sketched Newton Methodd=20, tau=20, Estimator=Ξ_l2025.02 | 96 | 0.032 | |
| Sketched Newton Methodd=40, tau=infinity, Estimator=Ξ_t2025.02 | 96 | 0.085 | |
| Sketched Newton Methodd=40, tau=infinity, Estimator=Ξ_l2025.02 | 96 | 0.074 | |
| Sketched Newton Methodd=40, tau=10, Estimator=Ξ_l2025.02 | 96 | 0.077 | |
| Sketched Newton Methodd=20, tau=40, Estimator=Ξ_l2025.02 | 95 | 0.033 | |
| Sketched Newton Methodd=20, tau=infinity, Estimator=Ξ_t2025.02 | 94.5 | 0.04 | |
| Sketched Newton Methodd=20, tau=infinity, Estimator=Ξ_l2025.02 | 94.5 | 0.035 | |
| Sketched Newton Methodd=40, tau=10, Estimator=Ξ_t2025.02 | 94.5 | -0.19 | |
| Sketched Newton Methodd=40, tau=40, Estimator=Ξ_l2025.02 | 94.5 | 0.073 | |
| Sketched Newton Methodd=20, tau=10, Estimator=Ξ_t2025.02 | 93.5 | -0.197 | |
| Sketched Newton Methodd=40, tau=20, Estimator=Ξ_l2025.02 | 93 | 0.079 | |
| Sketched Newton Methodd=60, tau=10, Estimator=Ξ_t2025.02 | 93 | -0.164 | |
| Sketched Newton Methodd=20, tau=40, Estimator=Ξ_t2025.02 | 92.5 | -0.079 | |
| Sketched Newton Methodd=20, tau=20, Estimator=Ξ_t2025.02 | 92 | -0.159 | |
| Sketched Newton Methodd=40, tau=40, Estimator=Ξ_t2025.02 | 91.5 | -0.141 | |
| Sketched Newton Methodd=40, tau=20, Estimator=Ξ_t2025.02 | 88 | -0.18 | |
| SGDd=20, Estimator=Ξ̄_t2025.02 | 87.5 | -0.226 | |
| SGDd=100, Estimator=Ξ̄_t2025.02 | 87.5 | -0.138 | |
| SGDd=60, Estimator=Ξ̄_t2025.02 | 86 | -0.249 | |
| SGDd=40, Estimator=Ξ̄_t2025.02 | 85 | -0.227 |