Table 3 Pre-normalization results
Classifier | AUC | F measure | Correctly classified (%) | Type II |
|---|---|---|---|---|
RF | 0.981 | 0.982 | 98.42 | 13,022 |
C4.5N | 0.982 | 0.982 | 98.40 | 13,027 |
C4.5D | 0.981 | 0.982 | 98.40 | 13,038 |
JRip | 0.656 | 0.965 | 97.17 | 23,354 |
5NN | 0.981 | 0.982 | 98.40 | 13,060 |
NB | 0.949 | 0.902 | 86.65 | 1724 |