Classification on UCI Annealing (80%:20% train-test split)
1.89Classification ErrorLasso-regularized Distributionally Robust Optimization
Evaluation results
| Method | Links | |
|---|---|---|
| Lasso-regularized Distributionally Robust OptimizationLasso Regularization=true, Kappa (κ)=12022.05 | 1.89 | |
| Lasso-regularized Distributionally Robust OptimizationLasso Regularization=true, Kappa (κ)=m2022.05 | 1.89 | |
| Lasso-regularized Logistic RegressionLasso Regularization=true2022.05 | 2.2 | |
| Mixed-feature Logistic RegressionKappa (κ)=m2022.05 | 2.2 | |
| Logistic RegressionLasso Regularization=false2022.05 | 2.52 | |
| Distributionally Robust OptimizationLasso Regularization=false, Kappa (κ)=m2022.05 | 2.52 | |
| Mixed-feature Logistic RegressionKappa (κ)=12022.05 | 2.52 | |
| Distributionally Robust OptimizationLasso Regularization=false, Kappa (κ)=12022.05 | 2.83 | |
| Prediction Intervals (PI)Alpha (α)=0.052022.05 | 12.58 |