Table 7 Comparing the AROC values of the four models using PIMA Indian data set
From: Predictive models for diabetes mellitus using machine learning techniques
Mean | |
|---|---|
GBM | 85.1% |
Logistic Regression | 84.6% |
Random Forest | 85.5% |
Rpart | 80.5% |
From: Predictive models for diabetes mellitus using machine learning techniques
Mean | |
|---|---|
GBM | 85.1% |
Logistic Regression | 84.6% |
Random Forest | 85.5% |
Rpart | 80.5% |