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Table 3 Average COSNET performance in predicting GO protein functions

From: A GPU-based algorithm for fast node label learning in large and unbalanced biomolecular networks

Organism

Precision

Recall

F

AUPRC

Yeast - CC

0.3467

0.5139

0.4023

0.363

Yeast - MF

0.3317

0.4609

0.3815

0.3237

Yeast - BP

0.4042

0.5231

0.4486

0.4079

Mouse - CC

0.2068

0.2383

0.2198

0.1517

Mouse - MF

0.1861

0.2377

0.2068

0.1411

Mouse - BP

0.1473

0.1725

0.1582

0.0935

Human - CC

0.2238

0.2765

0.2448

0.1709

Human - MF

0.1847

0.2302

0.2032

0.1356

Human - BP

0.1485

0.1793

0.1611

0.0972