Skip to main content

Table 2 Comparison of AUC of different models

From: Prediction of major adverse cardiac events in the emergency department using an artificial neural network with a systematic grid search

 

DeLong test to compare AUCs for validation dataset with selected features

 

ANN vs. ESI

ANN vs. RF

ANN vs. Logistic

RF vs. ESI

Logistic vs. ESI

RF vs. logistic

In-hospital mortality

 < 0.001*

0.486

0.325

 < 0.001*

 < 0.001*

0.045*

Cardiac arrest

 < 0.001*

0.589

0.151

 < 0.001*

 < 0.001*

0.645

MACE

 < 0.001*

0.638

0.956

 < 0.001*

 < 0.001*

0.185

  1. AUC area under curve, ANN artificial neural network, MACE major adverse cardiac event, ESI emergency severity index, RF random forests, LR logistic regression 
  2. *Significant
Back to article page

International Journal of Emergency Medicine

ISSN: 1865-1380

Contact us