Binary Classification on MNIST 7-vs-9 (test)
0.0572Test MSEC-KRR
Evaluation Results
| Method | Links | |
|---|---|---|
| C-KRRKernel=NNGP (erf), lambda=0.01, k=optimized on the validation set2026.05 | 0.0572 | |
| KRRKernel=NNGP (erf), k=0, lambda=optimized on the validation set2026.05 | 0.0574 | |
| KRRKernel=Gaussian (RBF), k=0, lambda=optimized on the validation set2026.05 | 0.0671 | |
| C-KRRKernel=Gaussian (RBF), lambda=0.01, k=optimized on the validation set2026.05 | 0.0732 | |
| C-KRRKernel=Laplace, lambda=0.01, k=optimized on the validation set2026.05 | 0.0744 | |
| KRRKernel=Laplace, k=0, lambda=optimized on the validation set2026.05 | 0.075 | |
| C-KRRKernel=Matern (ν = 1.5), lambda=0.01, k=optimized on the validation set2026.05 | 0.1087 | |
| KRRKernel=Matern (ν = 1.5), k=0, lambda=optimized on the validation set2026.05 | 0.1102 |