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Table 3 Comparison of model performance between lasso, random forest and multilayer perceptron

From: Predicting in-hospital length of stay: a two-stage modeling approach to account for highly skewed data

 

Lasso

Random forest

Multilayer perceptron

CV-MSE

22.924

21.185

24.370

CV-MAE

1.958

1.877

2.305

CV-MRE

1.006

0.972

1.036

  1. Bolded values indicate minimized loss
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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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