Table 4. . The model selection results in the balanced sample.
| Method | Variables | AUC | Cross-validated AUC | Misclassification rate (%) | Cross-validated misclassification rate (%) |
|---|---|---|---|---|---|
| Best subset | right_distTop_value, conj_varAspect_value, conj_varY_value, conj_varYlef_value | 0.881 | 0.836 | 14.9 | 23.6 |
| Best subset | right_distTop_value, conj_varX_value | 0.870 | 0.856 | 17.6 | 23.9 |
| LASSO | right_distTop_value, conj_boxscore_value | 0.865 | 0.840 | 17.6 | 25.9 |
AUC: Area under the curve; LASSO: Least absolute shrinkage and selection operator.