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Table 3 The efficacy prediction results of siRNAs

From: Constructing the boundary between potent and ineffective siRNAs by MG-algorithm with C-features

Data

Tool

Algorithm

PCC

Test data

Eq. (12)

Eq. (12)

0.76

20 test-i sets

Eq. (12)

Eq. (12)

0.73*

20 test-i sets

Biopredsi [20]

ANN

0.62*

20 test-i sets

[21]

Linear

0.58*

20 test-i sets

ThermoComposition-21 [17]

SVM

0.71*

20 test-i sets

[14]

SVM

0.55*

20 test-i sets

Score-Level [7]

SVM

0.73*

  1. Column headers are defined as the same paper
  2. *Is the average value of PCCs value of these 20 test-i sets