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": 1.6,
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"value": 0.9249762583095917,
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"confusion": {
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"TP": 2922,
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"FP": 474,
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"FN": 0,
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"TN": 0
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}
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},
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"accuracy": {
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"threshold": 1.6,
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"value": 0.8604240282685512,
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"confusion": {
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"TP": 2922,
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"FP": 474,
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"FN": 0,
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"TN": 0
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}
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},
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"precision": {
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"threshold": 4.2,
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"value": 1.0,
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"confusion": {
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"TP": 3,
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"FP": 0,
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"FN": 2919,
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"TN": 474
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}
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},
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"recall": {
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"threshold": 1.6,
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"value": 1.0,
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"confusion": {
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"TP": 2922,
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"FP": 474,
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"FN": 0,
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"TN": 0
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}
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},
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"density_intersection": {
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"threshold": 3.260110186564513,
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"acc": 0.7977031802120141,
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"f1": 0.8818166179253397,
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"confusion": {
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"TP": 2563,
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"FP": 328,
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"FN": 359,
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"TN": 146
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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": 3396,
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"positives": 2922,
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"negatives": 474
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}
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} |