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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%