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Table 3 Performance comparisons using the 144-protein dataset for training and 15-protein dataset for testing.

From: A novel method for high accuracy sumoylation site prediction from protein sequences

Predictor

Threshold

CC

Sn (%)

Sp (%)

Ac (%)

SUMOpre*

0.35

0.6566

53.57

99.51

97.49

 

0.20

0.3651

60.71

92.45

91.05

SUMOsp

18

0.3726

60.71

92.78

91.37

 

4

0.2361

67.86

79.97

79.43

SUMOplot

High

0.3503

57.14

92.78

91.21

 

All

0.2097

64.29

78.82

78.18

  1. *The self-consistency test was used as the testing strategy.