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Table 3 Accuracies can improve when combining pathways

From: Iterative feature removal yields highly discriminative pathways

Acc Pathway pair
100.0 B Cell Maturation and Activation + Cell Adhesion Molecules
98.2 Antigen Recognition Genes + Cell Adhesion Molecules
96.5 IL-1 Beta Receptor Family + Cell Adhesion Molecules
96.5 B Cell Maturation and Activation + Complement Pathway
94.7 IL-1 Beta Receptor Family + B Cell Maturation and Activation
94.7 Cell Cycle Related + Complement Pathway
94.7 Cell Cycle Related + Cell Adhesion Molecules
94.7 Antigen Recognition Genes + B Cell Maturation and Activation
93.0 IL-1 Beta Receptor Family + Complement Pathway
93.0 Complement Pathway + Other Immune Response
93.0 Cell Adhesion Molecules + Other Immune Response
93.0 Cell Adhesion Molecules + Complement Pathway
93.0 B Cell Maturation and Activation + Chemokines
93.0 B Cell Maturation and Activation + Cell Cycle Related
93.0 Antigen Recognition Genes + Other Immune Response
93.0 Antigen Recognition Genes + Complement Pathway
  1. Classification accuracies can improve when combining pathways. We computed the classification accuracies when using all pairs of the pathway gene lists presented in Table 2. Top sixteen results are shown.