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Table 3 Comparison of the predictive performance of the two models

From: Comparison of LASSO and random forest models for predicting the risk of premature coronary artery disease

 

Cutoff vale

specificity

sensitivity

Kappa

PPV

NPV

RF

0.39

0.63

0.92

0.55

0.63

0.86

LASSO-Logistic

0.39

0.44

0.93

0.37

0.73

0.81

  1. PPV = positive predictive value;NPV = negative predictive value
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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