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

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

parameter λ 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
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