{
  "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
  ]
}