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Table 3 The prediction performance using imbalanced data and balanced data when AKI happens

From: Early prediction of acquiring acute kidney injury for older inpatients using most effective laboratory test results

 

Precision

Recall

F1-score

Accuracy

Balanced data

0.826

0.930

0.875

0.866

Imbalance data

0.6

0.172

0.268

0.901

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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