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

Table 8

Evaluation results for model predictions with the regular ward 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	1.00	0.75	0.86	0.89
14 different blood counts	KNN	0.75	0.75	0.75	0.78