IQA-Metric-Benchmark/docs/task/facture/200_samples/facture_thresholds_summary.json

{
  "positive_definition": "HIGH when score >= threshold",
  "best_thresholds": {
    "f1": {
      "threshold": 3.1,
      "value": 0.6886446886446885,
      "confusion": {
        "TP": 94,
        "FP": 79,
        "FN": 6,
        "TN": 21
      }
    },
    "accuracy": {
      "threshold": 3.3,
      "value": 0.595,
      "confusion": {
        "TP": 87,
        "FP": 68,
        "FN": 13,
        "TN": 32
      }
    },
    "precision": {
      "threshold": 4.1,
      "value": 0.6666666666666666,
      "confusion": {
        "TP": 2,
        "FP": 1,
        "FN": 98,
        "TN": 99
      }
    },
    "recall": {
      "threshold": 1.7,
      "value": 1.0,
      "confusion": {
        "TP": 100,
        "FP": 100,
        "FN": 0,
        "TN": 0
      }
    },
    "density_intersection": {
      "threshold": 3.2458209887076017,
      "acc": 0.595,
      "f1": 0.6823529411764706,
      "confusion": {
        "TP": 87,
        "FP": 68,
        "FN": 13,
        "TN": 32
      },
      "notes": "Intersection of KDE(High) and KDE(Low), equal prior decision boundary"
    }
  },
  "counts": {
    "total": 200,
    "positives": 100,
    "negatives": 100
  }
}