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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