Table 5 Classification with leave-one-out cross validation on the first wave dataset, with the top six clinical variables selected by our GA algorithm, after imputation of missing values (265 patients).

From: Early outcome detection for COVID-19 patients

Model

F1-score

Accuracy

LR

0.872

0.875

DT

0.796

0.804

RF

0.848

0.853

NB

0.819

0.826

SVM

0.854

0.860

  1. Each row corresponds to a different model type.
Back to article page