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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