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Table 1 Information on the selected features

From: Novel semantic similarity measure improves an integrative approach to predicting gene functional associations

Feature type

Feature source

Feature name

Missing feature

   

values (%)

 

GoPubMed

GoPubMed-related-gene

24.75

  

GoPubMed-related-GO

25.79

Extracted by

 

GoPubMed-related-disease

29.74

text-mining tools

FACTA

FACTA-related-gene

28.24

  

FACTA-related-disease

32.59

  

FACTA-related-drug

57.15

 

Pathway databases:

  

Extracted from

Reactome, KEGG,

Related-pathway

65.91

online databases

NetPath, and

  
 

NCI-Nature PID

  
  1. The selected features and their corresponding sources are summarized in this Table. The last column reports the percentage of feature missing values.