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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].
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BMC Bioinformatics

ISSN: 1471-2105

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