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.

Variables	Model	Precision	Recall	F1 score	Accuracy	AUC
14 different blood counts	SVM	0.94	0.96	0.95	0.95
14 different blood counts	KNN	0.89	0.91	0.91	0.90