Table 8 Rpart, Prediction Rules Ensemble, and logistic regression model variable importance rankings
Model/predictor | Rpart variable importance rank | Prediction rules ensemble variable importance rank | Replication logistic regression variable importance rank |
|---|---|---|---|
Anxiety | 1 | 3 | 3 |
Count | 2 | 2 | 2 |
Eating disorder | 3 | 7 | 7 |
Headache | 4 | 6 | 5 |
Low mood | 5 | 1 | 1 |