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Table 3 MAP of 5-fold cross validation for four graph-based semi-supervised learning algorithms.

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

Algorithms MAP (%)
  PPI-only PPI-weight
Majority 42.13 42.39
Merged 32.53 32.53
Common 24.36 24.36
χ2 −1 33.07  
χ2 −2 19.77  
χ2 −3 14.59  
GMC 53.43 53.66
FunFlow 62.07 62.16
  1. The χ2-score method can be only applied to "PPI-only" case. The GenMultiCut method were performed through ILP as suggested by [22].