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) |