Table 3. Performance of SVM and NB classifiers using the features selected by FCBF and SS strategies.
System | Algorithm | NB | SVM | #features | Stability |
---|---|---|---|---|---|
MEF | FCBF | 94.60 ± 0.35 | 96.11 ± 0.28 | 46.80 ± 3.90 | 0.113 |
SS | 93.88 ± 0.31 | 95.51 ± 0.33 | 3.00 ± 0.00 | 1 | |
Liver | FCBF | 92.62 ± 0.51 | 92.84 ± 1.91 | 22.20 ± 4.38 | 0.132 |
SS | 92.90 ± 0.44 | 92.10 ± 1.97 | 3.00 ± 0.00 | 1 |