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Table 4 Mean of AROC for the four models from the cross-validation results

From: Predictive models for diabetes mellitus using machine learning techniques

 

Mean

GBM

83.9%

Logistic Regression

83.5%

Random Forest

83.0%

Rpart

77.1%