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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)