{ "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 } }