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Table 9 Comparison from different methods on ZW225 dataset by jackknife test

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

Methods Jackknife test (%)
  Sensitivity OA
  Cy Me Mi Nu  
EBGW_SVM [4] 90.0 93.3 60.0 63.4 83.1
ID_SVM [6] 92.9 91.0 68.0 73.2 85.8
DF_SVM [7] 87.1 92.1 64.0 73.2 84.0
PSSM-AC [8] 82.9 92.1 68.0 78.0 84.0
Liang et al. [32] 87.1 89.1 68.0 75.6 84.4
Zhang et al. [44] 93.5 92.1 96.0 93.5 92.2
MACC-PSSM [35] 88.6 92.1 64.0 75.6 84.9
FTC-DFMCA-PSSM [11] 88.6 93.3 64.0 75.6 85.3
ERT-ECT-PSSM-IS [45] 80.0 91.0 92.0 87.8 87.1
CTM-AECA-PSSM-LDA 97.1 91.0 100 100 95.6