Classification on UCI cylinder-bands 80-20 (train-test)
21.5ErrorDistributionally Robust Optimization
Evaluation Results
| Method | Links | |
|---|---|---|
| Distributionally Robust OptimizationLasso Regularization=false, Kappa (κ)=12022.05 | 21.5 | |
| Distributionally Robust OptimizationLasso Regularization=false, Kappa (κ)=m2022.05 | 21.5 | |
| Lasso-regularized Distributionally Robust OptimizationLasso Regularization=true, Kappa (κ)=12022.05 | 21.5 | |
| Lasso-regularized Distributionally Robust OptimizationLasso Regularization=true, Kappa (κ)=m2022.05 | 22.43 | |
| Mixed-feature Logistic RegressionKappa (κ)=12022.05 | 22.43 | |
| Mixed-feature Logistic RegressionKappa (κ)=m2022.05 | 22.43 | |
| Logistic RegressionLasso Regularization=false2022.05 | 23.36 | |
| Lasso-regularized Logistic RegressionLasso Regularization=true2022.05 | 23.36 | |
| Prediction Intervals (PI)Alpha (α)=0.052022.05 | 30.84 |