Table 14 Top feature selection method with classifier results
Classifier/FS | AUC | F measure | Correctly classified (%) | Type II error |
|---|---|---|---|---|
CFS/RF | 0.979 | 0.981 | 98.33 | 13,655 |
CON/NB | 0.976 | 0.932 | 91.10 | 1168 |
SA/NB | 0.979 | 0.933 | 91.32 | 607 |
CLS/NB | 0.975 | 0.932 | 91.13 | 1085 |
PCA/NB | 0.981 | 0.934 | 91.37 | 554 |