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Table 2 Diagnostic performance of classifiers

From: Proteomic profile determination of autosomal aneuploidies by mass spectrometry on amniotic fluids

    

Tested population

General population

Model

Accuracy

Sensitivity

Specificity

PPV

NPV

PPV

NPV

SVM multiprotein index

       

    Learning population

92.86

93.33

92.31

93.33

92.31

1.50

99.99

    Testing population

87.50

83.33

83.33

83.33

83.33

0.62

99.97

Logistic regression multiprotein index

       

    Learning population

96.43

93.33

100.00

100.00

92.86

100.00

99.99

    Testing population

91.67

83.33

100.00

100.00

87.71

100.00

99.98

  1. Positive Predictive Value (PPV) and Negative Predictive Value (NPV) were estimated for the tested population and for the general population (with a prevalence of 1/800).