| { |
| "model_name": "IncomeSlayer-9000", |
| "task": "binary_classification", |
| "dataset": "Adult Income (OpenML task 7592)", |
| "n_samples": 48842, |
| "n_features_engineered": 28, |
| "cv_protocol": "10-fold stratified CV", |
| "results": { |
| "auc_roc": 0.93147, |
| "accuracy": 0.87599, |
| "auc_mean_fold": 0.9313, |
| "auc_std_fold": 0.00293 |
| }, |
| "openml_sota": { |
| "auc": 0.9284, |
| "accuracy": 0.874, |
| "method": "AdaBoost 2017" |
| }, |
| "delta_vs_sota": { |
| "delta_auc": 0.00307, |
| "delta_accuracy": 0.00199 |
| }, |
| "ensemble_weights": { |
| "lgb": 0.1, |
| "xgb": 0.3, |
| "catboost": 0.6 |
| }, |
| "threshold": 0.512 |
| } |
