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Table 2 Monte Carlo cross-validation performance of the established model scheme throughout the top-layer prediction model

From: A novel post-percutaneous nephrolithotomy sepsis prediction model using machine learning

 

Min

LQ

Median

UQ

Max

Mean

Dev

SNS

56.66

83.33

90

93.33

100

87.8

6.04

SPC

70

83.33

86.66

90

96.66

86.9

4.66

PPV

75.67

84.61

87.09

90.47

96.55

87.3

4.11

NPV

65.78

83.87

89.28

92.59

100

88.21

5.12

ACC

70

85

88.33

90

96.66

87.35

3.58

AUC

73.5

85.91

88.72

91.83

97.83

88.6

3.44

  1. SNS Sensitivity, SPC Specificity, PPV Positive Predictive Value, NPV Negative Predictive Value, ACC Accuracy, AUC Area Under the Receiver Operator Characteristics Curve. Performance values are reported as percentages. LQ Lower quartile, UQ Upper Quartile, Dev Deviation
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BMC Urology

ISSN: 1471-2490

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