Table 4 Comparison of performance of fuzzy support vector machine model with and without taking feature selection step
From: Fuzzy support vector machine: an efficient rule-based classification technique for microarrays
| Â | Leukemia | Prostate Cancer | Colon Cancer |
|---|---|---|---|
Fuzzy Support Vector Machine without Feature Selection | 90.18 % | 91.18 % | 77.42% |
Fuzzy Support Vector Machine with SNR | 98.57 % | 95.18 % | 93.75% |
Fuzzy Support Vector Machine with SVM-RFE | 98.75 % | 94.27 % | 96.77% |