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Table 3 Summary of the results for proposed model on train, validation, and test sets

From: Prediction of unplanned 30-day readmission for ICU patients with heart failure

Models

AUROC

AUROC 95% CI

Precision

Sensitivity

Accuracy

F-score

Proposed model performance on test set

0.930

[0.898–0.960]

0.886

0.805

0.841

0.800

Proposed model performance on validation set

0.942

[0.908–0.990]

0.905

0.831

0.881

0.863

Proposed model performance on train set

0.971

[0.914–1.00]

0.926

0.843

0.901

0.901