Research Article

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

Table 9

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

VariablesModelPrecisionRecallF1 scoreAccuracyAUC

14 different blood countsSVM0.890.810.840.85
14 different blood countsKNN0.840.960.900.88