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Table 2 The 10-fold cross-validation results by SVM classifiers based on different features and those by ensemble classifiers for 10 locations with respect to AUC scores, where the ensemble classifiers are the optimal combinations of different SVM classifiers trained on features without strikethrough. The numbers with strikethrough indicate the corresponding classifier was not used in the ensemble classifier. The numbers within the brackets denote the corresponding Gap.

From: FGsub: Fusarium graminearum protein subcellular localizations predicted from primary structures

Localization threAA N-term C-term Gap1 Gap2 Ensemble
Extracellular 0.909 0.891 0.812 0.943(13) 0.943(7) 0.950
Cytoplasm 0.652 0.653 0.643 0.637(15) 0.630(5) 0.738
ER 0.789 0.681 0.703 0.811(11) 0.806(13) 0.827
Golgi apparatus 0.748 0.791 0.764 0.732(7) 0.729(5) 0.848
Nucleus 0.688 0.630 0.615 0.709(13) 0.707(15) 0.721
Mitochondrion 0.722 0.781 0.665 0.805(15) 0.802(13) 0.833
Peroxisome 0.808 0.797 0.777 0.816(15) 0.815(13) 0.882
Endosome 0.705 0.787 0.795 0.860(13) 0.848(11) 0.895
Vacuole 0.730 0.749 0.758 0.748(15) 0.746(9) 0.820
Cell membrane 0.798 0.792 0.786 0.801(11) 0.800(9) 0.837