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Table 8 Comparison from different methods on CL317 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 En Me Mi Nu Se  
ID [5] 81.3 83.0 81.8 85.3 82.7 88.2 82.7
ID_SVM [6] 91.1 87.2 89.1 79.4 73.1 58.8 84.2
DF_SVM [7] 92.9 86.5 85.5 76.5 93.6 76.5 88.0
PSSM-AC [8] 93.8 95.7 90.9 91.2 86.5 82.4 91.5
Liang et al. [32] 92.9 93.6 89.1 82.4 84.6 76.5 89.0
Zhang et al. [44] 96.1 100 95.7 93.9 95.5 98.0 96.0
FTC-DFMCA-PSSM [11] 92.9 93.6 89.1 82.4 86.5 93.6 89.0
MACC-PSSM [35] 96.4 93.6 94.5 82.4 80.8 76.5 90.5
Chen et al. [10] 95.5 94.1 93.6 96.4 94.2 94.1 94.8
ERT-ECT-PSSM-IS [45] 93.8 94.1 100 97.9 96.2 92.7 95.0
CTM-AECA-PSSM-LDA 99.1 100 100 100 100 100 99.7