Classification on ILPD (test)
75.86AccuracyECSEL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ECSELOptimization=Adam with gradient clipping, Hyperparameter Optimization=Optuna TPE sampler, Validation=5-fold stratified cross-validation2026.01 | 75.86 | 74.39 | 42.42 | |
| XGBoostHyperparameter Optimization=Optuna TPE sampler, Validation=5-fold stratified cross-validation2026.01 | 72.41 | 63.03 | 6.06 | |
| FAMeXFeature Subset=Top 30%, Classifier=SVM2026.05 | 71.63 | — | — | |
| SHAPFeature Subset=Bottom 30%, Classifier=SVM2026.05 | 71.62 | — | — | |
| LRHyperparameter Optimization=Optuna TPE sampler, Validation=5-fold stratified cross-validation2026.01 | 71.55 | 58.45 | 3.03 | |
| PFIFeature Subset=Bottom 30%, Classifier=SVM2026.05 | 71.25 | — | — | |
| PFIFeature Subset=Top 30%, Classifier=SVM2026.05 | 71.19 | — | — | |
| FAMeXFeature Subset=Bottom 30%, Classifier=SVM2026.05 | 71.11 | — | — | |
| SHAPFeature Subset=Top 30%, Classifier=SVM2026.05 | 71.06 | — | — |