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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