| { |
| "method": "per_label_f1_optimization", |
| "thresholds": { |
| "clean": 0.2, |
| "xss": 0.5, |
| "sqli": 0.74, |
| "path_traversal": 0.68, |
| "command_injection": 0.66, |
| "scanner": 0.7, |
| "spam_bot": 0.72 |
| }, |
| "metrics_at_thresholds": { |
| "macro_f1": 0.8656, |
| "fpr_clean": 0.0083, |
| "mean_attack_recall": 0.889, |
| "recall_xss": 0.951, |
| "recall_cmdi": 0.826, |
| "note": "CMDi threshold lowered from 0.68 to 0.66 to satisfy recall >= 0.80 constraint" |
| }, |
| "_threshold_array": [ |
| 0.2, |
| 0.5000000000000001, |
| 0.7400000000000001, |
| 0.68, |
| 0.68, |
| 0.7000000000000001, |
| 0.7200000000000001 |
| ] |
| } |
