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Table 4 Variances of specificity, sensitivity, accuracy, and MCC for both 5p and 3p arms by five-fold cross-validation using PHDCleav and LBSizeCleav (k=1,⋯,5) with window sizes 8,10,12,14 based on sequences and secondary structures predicted by quikfold server

From: LBSizeCleav: improved support vector machine (SVM)-based prediction of Dicer cleavage sites using loop/bulge length

feature extraction method

Window size

CD-5p

CD-3p

  

Sn

Sp

Ac

Mc

Sn

Sp

Ac

Mc

PHDCleav (sequence)

8

0.0137

0.0008

0.0074

0.0036

0.0072

0.0015

0.0094

0.0066

 

10

0.0184

0.0004

0.0111

0.0018

0.0044

0.0005

0.0072

0.0024

 

12

0.0208

0.0001

0.0223

0.0003

0.0078

0.0011

0.0031

0.0046

 

14

0.0293

0.0009

0.0174

0.0037

0.0065

0.0007

0.0048

0.0029

PHDCleav (structure)

8

0.0042

0.0039

0.0067

0.0155

0.0187

0.0013

0.0091

0.0062

 

10

0.0026

0.0043

0.0088

0.0177

0.0100

0.0014

0.0050

0.0059

 

12

0.0042

0.0027

0.0034

0.0109

0.0051

0.0011

0.0024

0.0045

 

14

0.0047

0.0031

0.0034

0.0125

0.0039

0.0012

0.0014

0.0047

Extended PHDCleav

8

0.0029

0.0032

0.0063

0.0128

0.0123

0.0025

0.0043

0.0103

 

10

0.0030

0.0038

0.0061

0.0154

0.0064

0.0019

0.0016

0.0075

 

12

0.0040

0.0033

0.0050

0.0136

0.0054

0.0015

0.0011

0.0059

 

14

0.0059

0.0027

0.0016

0.0108

0.0032

0.0013

0.0010

0.0052

LBSizeCleav (k=1)

8

0.0030

0.0025

0.0044

0.0115

0.0100

0.0004

0.0074

0.0019

 

10

0.0022

0.0015

0.0013

0.0064

0.0078

0.0011

0.0015

0.0042

 

12

0.0050

0.0024

0.0010

0.0090

0.0077

0.0015

0.0002

0.0051

 

14

0.0075

0.0035

0.0010

0.0132

0.0036

0.0007

0.0002

0.0026

LBSizeCleav (k=2)

8

0.0042

0.0018

0.0008

0.0066

0.0053

0.0010

0.0036

0.0041

 

10

0.0038

0.0020

0.0009

0.0076

0.0034

0.0010

0.0010

0.0039

 

12

0.0051

0.0029

0.0016

0.0115

0.0042

0.0017

0.0008

0.0063

 

14

0.0051

0.0028

0.0012

0.0107

0.0043

0.0008

0.0002

0.0024

LBSizeCleav (k=3)

8

0.0025

0.0013

0.0008

0.0050

0.0070

0.0010

0.0021

0.0042

 

10

0.0039

0.0022

0.0012

0.0086

0.0064

0.0013

0.0006

0.0048

 

12

0.0063

0.0031

0.0012

0.0119

0.0039

0.0015

0.0005

0.0055

 

14

0.0060

0.0033

0.0015

0.0130

0.0073

0.0016

0.0003

0.0046

LBSizeCleav (k=4)

8

0.0029

0.0016

0.0009

0.0064

0.0066

0.0020

0.0030

0.0078

 

10

0.0046

0.0025

0.0011

0.0095

0.0071

0.0014

0.0006

0.0049

 

12

0.0061

0.0032

0.0014

0.0124

0.0033

0.0011

0.0007

0.0041

 

14

0.0051

0.0030

0.0015

0.0120

0.0088

0.0025

0.0002

0.0082

LBSizeCleav (k=5)

8

0.0029

0.0017

0.0009

0.0066

0.0062

0.0021

0.0031

0.0082

 

10

0.0055

0.0029

0.0013

0.0113

0.0032

0.0011

0.0005

0.0042

 

12

0.0051

0.0029

0.0015

0.0114

0.0029

0.0011

0.0009

0.0044

 

14

0.0047

0.0029

0.0016

0.0116

0.0076

0.0023

0.0002

0.0076

  1. Sn, Sp, Ac, and MCC denote sensitivity, specificity, accuracy, and Matthews correlation coefficient, respectively