{ "positive_definition": "HIGH when score >= threshold", "best_thresholds": { "f1": { "threshold": 1.6, "value": 0.9249762583095917, "confusion": { "TP": 2922, "FP": 474, "FN": 0, "TN": 0 } }, "accuracy": { "threshold": 1.6, "value": 0.8604240282685512, "confusion": { "TP": 2922, "FP": 474, "FN": 0, "TN": 0 } }, "precision": { "threshold": 4.2, "value": 1.0, "confusion": { "TP": 3, "FP": 0, "FN": 2919, "TN": 474 } }, "recall": { "threshold": 1.6, "value": 1.0, "confusion": { "TP": 2922, "FP": 474, "FN": 0, "TN": 0 } }, "density_intersection": { "threshold": 3.260110186564513, "acc": 0.7977031802120141, "f1": 0.8818166179253397, "confusion": { "TP": 2563, "FP": 328, "FN": 359, "TN": 146 }, "notes": "Intersection of KDE(High) and KDE(Low), equal prior decision boundary" } }, "counts": { "total": 3396, "positives": 2922, "negatives": 474 } }