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Table 6 The effect of the number of BLAST-inferred edges k (Dataset A: S.cerevisiae)

From: Protein function prediction by collective classification with explicit and implicit edges in protein-protein interaction networks

parameter k

molecular function

biological process

cellular component

 

1st

2nd

1st

2nd

1st

2nd

Origin

1.083

0.136

0.587

0.190

0.923

0.408

k=1

1.439

0.219

0.689

0.190

1.010

0.429

k=5

1.703

0.250

0.818

0.239

1.174

0.493

k =10

1.630

0.265

0.786

0.206

1.225

0.467

k =15

1.615

0.239

0.754

0.224

1.130

0.449