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Table 6 F1-score of the Resnik and WIS measure for human PPI task (IEA+ and IEA-)

From: An improved method for functional similarity analysis of genes based on Gene Ontology

Type

Semantic measures

Mean of F1-score

Max of F1-score

 

BP

CC

MF

BP

CC

MF

IEA+

Resnik

0.6661

0.6293

0.5900

0.8154

0.7741

0.7819

WIS

0.7051

0.6954

0.6630

0.8189

0.7604

0.7840

IEA-

Resnik

0.6551

0.5905

0.4730

0.7998

0.7630

0.7678

WIS

0.7038

0.7035

0.6604

0.8087

0.7789

0.7875

  1. The best results are in bold