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Table 2 Biological significance test outcome (under ‘Biological process’ ontology) for random two gene clusters obtained by CMVMC for both data sets

From: A consensus multi-view multi-objective gene selection approach for improved sample classification

Multiple tissues Yeast
Cluster Significant GO-term Cluster % Genome % Cluster Significant GO-term Cluster % Genome %
Cluster 1 GO:0050896 55.38% 40.14% Cluster 1 GO:0071704 61.2% 53.7%
134 genes response to stimulus    217 genes organic substance metabolic process   
  GO:0071840 40.7% 27.86%   GO:0044237 63.8% 54.8%
  cellular component organization or biogenesis     cellular metabolic process   
  GO:0048518 42.9% 29.3%   GO:0044249 31.4% 24.5%
  positive regulation of biological process     cellular biosynthetic process   
  GO:0032501 41.65% 33.07%   GO:0016043 43.4% 33.4
  multicellular organismal process     cellular component organization   
  GO:1901564 36.3% 25.3%   GO:0044260 42.8% 33.5%
  organonitrogen compound metabolic process     cellular macromolecule metabolic process   
Cluster 2 GO:0065008 37.39% 19.24% Cluster 2 GO:0006807 53.9% 47.18%
124 genes regulation of biological quality    197 genes nitrogen compound metabolic process   
  GO:0051049 19.76% 8.8%   GO:0071840 40.09% 37.4%
  regulation of transport     cellular component organization or biogenesis   
  GO:0032879 26.85% 13.12%   GO:0016043 40% 33.4%
  regulation of localization     cellular component organization   
  GO:0009966 25.04% 14.89%   GO:0065007 41.7% 34%
  regulation of signal transduction     biological regulation   
  GO:0051128 24.05% 11.69%   GO:0043170 50.8% 40.4%
  regulation of cellular component organization     macromolecule metabolic process