Research Article

SARS-CoV-2 Prediction Strategy Based on Classification Algorithms from a Full Blood Examination

Table 10

Evaluation results for model predictions with the community data group (patients testing positive for SARS-CoV-2) after tuning parameters.

VariablesModelPrecisionRecallF1 scoreAccuracyAUC

14 different blood countsSVM0.940.960.950.95
14 different blood countsKNN0.890.910.910.90