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Table 11 Prediction results of different methods on ZW225 dataset by jackknife test

From: Prediction of subcellular location of apoptosis proteins by incorporating PsePSSM and DCCA coefficient based on LFDA dimensionality reduction

  Jackknife test (%)
Methods Sensitivity for each class (%) OA (%)
Cy Me Mi Nu
EBGW_SVM [15] 90.0 93.3 60.0 63.4 83.1
ID_SVM [39] 92.9 91.0 68.0 73.2 85.8
DF_SVM [21] 87.1 92.1 64.0 73.2 84.0
FKNN [40] 84.3 93.3 72 85.5 85.8
EN_FKNN [96] 94.3 94.4 60.0 80.5 88.0
DWT_SVM [41] 87.1 93.2 64 90.2 87.6
Liu et al. [43] 97.1 98.9 96.0 97.6 97.8
PSSM_AC [98] 82.9 92.1 68.0 78.0 84.0
Auto_Cova [42] 81.3 93.3 85.7 84.6 87.1
PsePSSM-DCCA-LFDA 100 98.9 100 100 99.6