Skip to main content

Table 12 Prediction results of different methods on the independent testing dataset ZD98 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 Other
ID [93] 90.7 90.0 92.3 91.7 90.8
ID_SVM [39] 95.3 93.3 84.6 58.3 88.8
DF_SVM [21] 97.7 96.7 92.3 75.0 93.9
FKNN [40] 95.3 96.7 100 91.7 95.9
PseAAC_SVM [95] 95.3 93.3 92.3 83.3 92.9
DWT_SVM [41] 95.4 93.3 53.9 91.7 88.8
APSLAP [97] 95.3 90.0 100 91.7 94.9
Liu et al. [43] 95.3 100 100 91.7 96.9
PSSM_AC [98] 97.7 96.7 100 83.3 95.9
EBGW_SVM [15] 97.7 90.0 92.3 83.3 92.9
DCCA coefficient [46] 93.0 86.7 92.3 75.0 88.9
PsePSSM-DCCA-LFDA 100 100 100 100 100