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

Table 3 The effect of the combination parameter λ (Dataset A: S.cerevisiae)

parameter λ	molecular function		biological process		cellular component
parameter λ	1st	2nd	1st	2nd	1st	2nd
Origin	1.083	0.136	0.587	0.190	0.923	0.408
λ=0.1	1.381	0.197	0.648	0.201	0.983	0.429
λ=0.3	1.703	0.250	0.818	0.239	1.174	0.493
λ=0.5	1.630	0.267	0.781	0.223	1.133	0.407
λ=0.7	1.513	0.226	0.692	0.210	1.053	0.445
λ=0.9	1.273	0.178	0.617	0.195	0.873	0.378

ISSN: 1471-2105