Table 3. Comparison between Logistic Regression and Decision Trees with the Forward Wrapper method.
Model | Feature selection | AUC [0, 1] | MCC [-1, 1] |
---|---|---|---|
Logistic Regression | Forward Wrapper | 0.806±0.02 | 0.481±0.03 |
Decision Tree | Forward Wrapper | 0.752±0.02 | 0.301±0.04 |