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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.