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Table 6 Annotation results of 5 proteins in yeast GFP Fusion Localization database by the ensemble classifier and 4 basic classifiers.

From: Predicting multiplex subcellular localization of proteins using protein-protein interaction network: a comparative study

Protein Annotation Majority χ2 score GMC FunFlow Ensemble
YAL029C cell periphery;bud neck; cytoplasm;bud bud neck; cytoplasm;nucleus cell periphery;
bud neck;bud
nucleus cytoplasm bud neck;cytoplasm; nucleus;bud
YBR130C cell periphery;
cytoplasm;bud
cell periphery; cytoplasm;nucleus cell periphery;
bud neck;bud
  cytoplasm cell periphery; cytoplasm;bud
YBR260C bud neck; cytoplasm;bud bud neck;
cytoplasm
mitochondrion;
bud neck;nucleus
cytoplasm   bud neck;
cytoplasm
YDR181C cytoplasm;
nucleus
cytoplasm;
nucleus
mitochondrion;
nucleolus;nucleus
cytoplasm;nucleus nucleus cytoplasm;
nucleus
YNL298W cell periphery;
cytoplasm;bud
cell periphery;
cytoplasm;nucleus
cell periphery; bud neck;cytoplasm cytoplasm   cell periphery;
cytoplasm
  1. Our method can predict all the labels for the proteins, while other approaches can only recover part of the labels.