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Table 5 The effect of the combination parameter λ (Dataset B).

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

parameter λ S.cerevisiae M.musculus
1st 2nd 3rd 1st 2nd 3rd
Origin 2.226 0.754 0.493 1.941 1.488 0.818
λ=0.1 2.355 0.788 0.557 2.115 1.512 0.851
λ=0.3 2.833 0.815 0.639 2.446 1.632 0.873
λ=0.5 2.560 0.752 0.663 2.343 1.369 0.820
λ=0.7 1.893 0.695 0.580 2.011 1.440 0.775
λ=0.9 1.564 0.629 0.413 1.761 1.276 0.724