62 lines
1.2 KiB
JSON
62 lines
1.2 KiB
JSON
{
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"positive_definition": "HIGH when score >= threshold",
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"best_thresholds": {
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"f1": {
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"threshold": 2.6,
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"value": 0.8872180451127819,
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"confusion": {
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"TP": 59,
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"FP": 15,
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"FN": 0,
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"TN": 4
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}
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},
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"accuracy": {
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"threshold": 2.6,
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"value": 0.8076923076923077,
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"confusion": {
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"TP": 59,
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"FP": 15,
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"FN": 0,
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"TN": 4
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}
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},
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"precision": {
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"threshold": 3.9,
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"value": 1.0,
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"confusion": {
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"TP": 2,
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"FP": 0,
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"FN": 57,
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"TN": 19
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}
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},
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"recall": {
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"threshold": 2.6,
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"value": 1.0,
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"confusion": {
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"TP": 59,
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"FP": 15,
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"FN": 0,
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"TN": 4
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}
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},
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"density_intersection": {
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"threshold": 3.1280716580085004,
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"acc": 0.6666666666666666,
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"f1": 0.7291666666666666,
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"confusion": {
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"TP": 35,
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"FP": 2,
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"FN": 24,
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"TN": 17
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},
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"notes": "Intersection of KDE(High) and KDE(Low), equal prior decision boundary"
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}
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},
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"counts": {
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"total": 78,
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"positives": 59,
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"negatives": 19
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}
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} |