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Table 3 Performance comparison of standard PSSM and smoothed PSSM.

From: Predicting RNA-binding sites of proteins using support vector machines and evolutionary information

Data set

Smoothed PSSM

Standard PSSM

 

Acc (%)

MCC

Acc (%)

MCC

RBP86

87.99 (87.65)

0.68 (0.67)

83.39 (83.35)

0.502 (0.496)

RBP109

89.70 (89.36)

0.58 (0.56)

87.38 (86.95)

0.45 (0.43)

RBP107

80.44 (79.84)

0.42 (0.40)

77.80 (77.55)

0.36 (0.35)

  1. § The performance of incorporating a three-way data split procedure is shown in the parentheses.