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Table 2 Five concise if-then rules with confidence larger than 0.5 obtained by using C5.0 and 31 informative physicochemical properties.

From: Computational identification of ubiquitylation sites from protein sequences

# Rule Confidence Ubiquitylation sites Covered samples Misclassified samples
1 MEIH800102 < = 0.95381 0.96 N 23 0
2 HARY940101 > 135.2 AND CORJ870101 > 49.70762 0.90 N 49 4
3 CEDJ970105 > 6.805556 0.85 N 18 2
4 GEOR030108 < = 0.931333 0.75 N 10 2
5 MEIH800102 > 0.95381 0.54 Y 279 128