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Table 5 Classification results of different feature extraction methods

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

Dataset Feature extraction method Jackknife test (%)
   Sensitivity
   Cy En Me Mi Nu Se OA
CL317 CTM 91.96 93.62 90.91 88.24 86.54 76.47 89.91
  AECA-PSSM 91.07 91.49 94.55 91.18 84.62 76.47 89.91
  CTM-AECA-PSSM 92.86 91.49 92.73 85.29 88.46 76.47 90.22
  CTM-AECA-PSSM-LDA 99.11 100 100 100 100 100 99.68
ZW225 CTM 84.29 \ 90.01 72.00 85.37 \ 85.78
  AECA-PSSM 87.14 \ 94.38 68.00 75.61 \ 85.78
  CTM-AECA-PSSM 87.14 \ 88.76 76.00 80.49 \ 85.33
  CTM-AECA-PSSM-LDA 97.14 \ 91.01 100 100 \ 95.56