| { | |
| "dataset_rows": 40000, | |
| "features_count": 25, | |
| "model": "XGBClassifier", | |
| "baseline_threshold": 0.5, | |
| "baseline_accuracy": 85.38, | |
| "baseline_false_approvals": 632, | |
| "optimized_threshold": 0.555, | |
| "optimized_accuracy": 85.41, | |
| "optimized_false_approvals": 538, | |
| "type_ii_error_reduction_pct": 14.87, | |
| "auc_roc": 0.9366, | |
| "confusion_matrix_baseline": [ | |
| [ | |
| 2928, | |
| 632 | |
| ], | |
| [ | |
| 538, | |
| 3902 | |
| ] | |
| ], | |
| "confusion_matrix_optimized": [ | |
| [ | |
| 3022, | |
| 538 | |
| ], | |
| [ | |
| 629, | |
| 3811 | |
| ] | |
| ] | |
| } |