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Table 6 Prediction results of different classifiers

From: Subcellular location prediction of apoptosis proteins using two novel feature extraction methods based on evolutionary information and LDA

Dataset

classifier

Jackknife test (%)

  

Sensitivity

  

Cy

En

Me

Mi

Nu

Se

OA

CL317

ELM

99.11

100

100

100

100

100

99.68

 

KNN

99.11

100

98.18

100

100

100

99.37

 

LR

99.11

100

100

100

100

100

99.68

 

SVM

99.11

100

100

100

100

100

99.68

ZW225

ELM

91.43

\

92.13

92.00

100

\

93.33

 

KNN

91.43

\

91.01

100

100

\

93.78

 

LR

92.86

\

92.13

100

100

\

94.67

 

SVM

97.14

\

91.01

100

100

\

95.56