Table 2.
Selection: | None | Chi-squared filter | CFS | Wrapper for AUC | ||||
---|---|---|---|---|---|---|---|---|
Learning Models | AUC | AUPR | AUC | AUPR | AUC | AUPR | AUC | AUPR |
Logistic regression | 0.645 | 0.177 | 0.709 | 0.209 | 0.734 | 0.243 | 0.759 | 0.244 |
Cox | 0.621 | 0.173 | 0.707 | 0.208 | 0.735 | 0.243 | 0.755 | 0.239 |
Naïve Bayes | 0.689 | 0.194 | 0.706 | 0.226 | 0.726 | 0.232 | 0.745 | 0.240 |
CART | 0.653 | 0.171 | 0.645 | 0.173 | 0.651 | 0.173 | 0.667 | 0.185 |
Random forest | 0.696 | 0.203 | 0.708 | 0.210 | 0.666 | 0.174 | 0.757 | 0.235 |