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Table 4 Accuracy of classification algorithms based on initial metabolic data laboratory values

From: Presence of early CKD-related metabolic complications predict progression of stage 3 CKD: a case-controlled study

 

Naïve Bayes

Logistic regression

Statistic

Value

95% confidence

Value

95% confidence

Sensitivity

72%

63% −80%

43%

34% −52%

Specificity

65%

60% −70%

89%

85% −92%

LR+

2.06

1.72 − 2.46

3.79

2.66 − 5.42

LR-

0.43

0.32 − 0.58

0.65

0.55 − 0.76

PPV

58%

53% −62%

72%

64% −78%

NPV

22%

18% −28%

30%

27% −34%