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Table 5 AROC, standard deviation, and 95% confidence interval of AROC for the four models using the DeLong method

From: Predictive models for diabetes mellitus using machine learning techniques

  AROC Standard deviation 95% CI
GBM 84.5% 0.97% (82.6, 86.4)
Logistic Regression 84.1% 1.01% (82.1, 86.1)
Random Forest 83.2% 1.05% (81.1, 85.2)
Rpart 78.1% 1.10% (76.0, 80.3)