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Table 1 Evaluation of different machine learning models to classify CACs samples incubated with serum of PCR +, IgG + and negative donors

From: The serum of COVID-19 asymptomatic patients up-regulates proteins related to endothelial dysfunction and viral response in circulating angiogenic cells ex-vivo

 

Accuracy

Recall

ROC area

Avg. TP rate

Avg. FP rate

Linear SVM

0.92

0.92

0.94

0.92

0.04

Naïve Bayes

0.93

0.92

0.96

0.92

0.04

Random forest

0.83

0.79

0.91

0.79

0.10

  1. ROC receiver operating characteristic, SVM support vector machines, TP true positive, FP false positive
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Molecular Medicine

ISSN: 1528-3658