Table 7. . The model selection results in the balanced sample excluding CT+ subjects.
Method | Variables | AUC | Cross-validated AUC | Misclassification rate (%) | Cross-validated misclassification rate (%) |
---|---|---|---|---|---|
Best subset | right_distTop_value, conj_varXbot_value | 0.878 | 0.852 | 16.4 | 25.2 |
LASSO | right_distTop_value, conj_varXbot_value | 0.880 | 0.826 | 16.4 | 26.9 |
AU: Area under the curve; LASSO: Least absolute shrinkage and selection operator.