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Table 7 Maximum net savings and corresponding accuracies

From: A machine learning model to predict the risk of 30-day readmissions in patients with heart failure: a retrospective analysis of electronic medical records data

 

Max net savings ($M)

Accuracy

DUNs (proposed)

3.403 ± 0.536

0.764 ± 0.014

Maxout networks

3.241 ± 0.561

0.754 ± 0.014

Logistic regression

2.173 ± 0.357

0.750 ± 0.018

Gradient boosting

1.787 ± 0.428

0.739 ± 0.016

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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