Table 8 Classification with leave-one-out cross validation on the problem of predicting severe disease (ICU admission or death), on the first wave dataset, with previously selected clinical variables.

From: Early outcome detection for COVID-19 patients

Model

F1-score

Accuracy

LR

0.931

0.930

DT

0.936

0.935

RF

0.931

0.930

NB

0.931

0.930

SVM

0.968

0.968

  1. Each row corresponds to a different model type.
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