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Table 1 Median AUC in a ten-fold cross validation across BP, MF, CC and all the target GO annotations

From: Inferring mouse gene functions from genomic-scale data using a combined functional network/classification strategy

 

BP

MF

CC

All GO

Networkfull

0.830

0.912

0.883

0.856

Min

0.697

0.780

0.758

0.734

Mean

0.844

0.926

0.885

0.865

Max

0.841

0.920

0.888

0.863

Classifier

0.678

0.770

0.747

0.712

Networkslim

0.819

0.905

0.834

0.842

  1. The best prediction quality in each column is highlighted in bold. AUC, area under the receiver operating characteristic; BP, biological process; CC, cellular component; GO, Gene Ontology; MF, molecular function.
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Genome Biology

ISSN: 1474-760X

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