| Classification methods | APER in % Before Box-Cox transformation | APER in % After Box-Cox transformation | ||||
| SVM | LDA | QDA | SVM | LDA | QDA | |
| Cross Validation Kappa Statistic | 22.2 | 30.0 | 25.5 | 21.0 | 10.2 | 8.0 |
| Classification error rate | 21.1 | 29.9 | 23.0 | 21.0 | 10.2 | 7.5 |