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Table 3 Comparing the AROC values with other machine-learning techniques

From: Predictive models for diabetes mellitus using machine learning techniques

Model Area under the ROC curve, AROC
GBM 84.7%
LOGISTIC REGRESSION 84.0%
RANDOM FOREST 83.4%
RPART 78.2%