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Table 6 Top performing pathways by ACC prediction accuracy for the (LNG1, LNG3) pair.

From: A categorical network approach for discovering differentially expressed regulations in cancer

Pathway BNKL SVM LAS PC
Axon guidance 0.87 0.93 0.83 0.70
Melanogenesis 0.92 0.83 0.66 0.72
Tight junction 0.92 0.88 0.89 0.73
p53 signaling pathway 0.92 0.91 0.76 0.72
Pathways in cancer 0.89 0.86 0.91 0.74
Complement and coagulation cascades 0.75 0.91 0.74 0.52
Fructose and mannose metabolism 0.82 0.91 0.82 0.60
Chronic myeloid leukemia 0.86 0.91 0.74 0.72
Bile secretion 0.90 0.87 0.72 0.67
Small cell lung cancer 0.87 0.90 0.71 0.69
Wnt signaling pathway 0.90 0.84 0.69 0.64
Cell adhesion molecules (CAMs) 0.88 0.90 0.67 0.53
Leukocyte transendothelial migration 0.90 0.89 0.81 0.54
Endocytosis 0.90 0.88 0.86 0.67
Non-small cell lung cancer 0.90 0.89 0.74 0.77
T cell receptor signaling pathway 0.88 0.88 0.76 0.74