Table 4 Classification performance of the whole dataset and selected features.

From: A novel hybrid supervised and unsupervised hierarchical ensemble for COVID-19 cases and mortality prediction

Model

For the whole dataset

For selected features

Accuracy

ROC-AUC

F1-score

Accuracy

ROC-AUC

F1-score

Ensemble 1

0.884

0.881

0.885

0.895

0.897

0.897

Ensemble 2

0.882

0.884

0.883

0.912

0.916

0.916

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