Classification on UCI Contraceptive 80%:20% train-test split
32.82Classification ErrorLasso-regularized Logistic Regression
Evaluation Results
| Method | Links | |
|---|---|---|
| Lasso-regularized Logistic RegressionLasso Regularization=true2022.05 | 32.82 | |
| Lasso-regularized Distributionally Robust OptimizationLasso Regularization=true, Kappa (κ)=m2022.05 | 32.82 | |
| Lasso-regularized Distributionally Robust OptimizationLasso Regularization=true, Kappa (κ)=12022.05 | 32.99 | |
| Logistic RegressionLasso Regularization=false2022.05 | 33.16 | |
| Distributionally Robust OptimizationLasso Regularization=false, Kappa (κ)=12022.05 | 33.16 | |
| Distributionally Robust OptimizationLasso Regularization=false, Kappa (κ)=m2022.05 | 33.16 | |
| Mixed-feature Logistic RegressionKappa (κ)=12022.05 | 33.16 | |
| Mixed-feature Logistic RegressionKappa (κ)=m2022.05 | 33.16 | |
| Prediction Intervals (PI)Alpha (α)=0.052022.05 | 39.63 |