Table 4 Six if-then rules for identifying B-cell epitope of HCV using C5.0 and top-five important physicochemical properties.
From: Prediction of linear B-cell epitopes of hepatitis C virus for vaccine development
# | Rule | Covered samples | Misclassified sample | Accuracy |
|---|---|---|---|---|
1 | SNEP660101 <= 0.36475 AND BEGF750102 <= -0.11677 AND CHOP780215 <= -0.1979 | 259 | 56 | 78.3% |
2 | SNEP660101 <= 0.36475 AND BEGF750102 <= -0.11677 AND CHOP780215 > -0.1979 AND GEIM800102 > 0.026614 AND ISOY800107 <= -0.47739 | 9 | 2 | 77.8% |
3 | SNEP660101 <= 0.36475 AND -0.11677 < BEGF750102 <= 0.15908 AND GEIM800102 <= 0.055132 AND CHOP780215 <= -0.26309 | 65 | 15 | 76.9% |
4 | -0.14618<SNEP660101 <= 0.36475 AND BEGF750102 <= -0.11677 AND CHOP780215 > -0.1979 AND GEIM800102 <= 0.026614 | 89 | 25 | 71.9% |
5 | SNEP660101 <= 0.36475 AND BEGF750102 > -0.11677 AND GEIM800102 > 0.51531 | 20 | 6 | 70.0% |
6 | SNEP660101 <= -0.14618 AND BEGF750102 <= -0.11677 AND CHOP780215 > -0.1979 AND GEIM800102 <= -0.13308 | 96 | 44 | 54.2% |