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Table 5 Classifier comparison based on ACC differences over all tested pathways.

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

GSE data sets BNKL-SVM BNKL-LAS BNKL-PC
BRS1, BRS2 2.65 (0) 3.32 (0) 0.86 (0)
BER1, BER2 0.45 (0.08) 2.04 (0) 6.89 (0)
BER2, BER3 3.26 (0) -1.32 (0) 10.58 (0)
BER3, BER4 6.33 (0) -2.01 (0) 7.59 (0)
BER1, BER3 2.32 (0) 0.20 (0.14) 5.09 (0)
BER1, BER4 3.64 (0) 0.42 (0.02) 3.37 (0)
BER2, BER4 2.79 (0) 2.04 (0) 12.64 (0)
LNG1, LNG2 -1.18 (0) -1.56 (0) 5.43 (0)
LNG1, LNG3 -1.35 (0) 4.67 (0) 12.68 (0)
LNG2, LNG3 -2.37 (0) -0.60 (0.17) 8.47 (0)
GST1, GST2 5.23 (0) -0.95 (.07) 20.48 (0)
GST3, GST2 -1.41 (0) -1.47 (0) 12.37 (0)
GST1, GST3 3.77 (0) 0.27 (0.56) 15.25 (0)
KDN1, KDN2 2.17 (0) 3.72 (0) 23.98 (0)
KDN1, KDN3 5.06 (0) 2.34 (0) 22.87 (0)
KDN3, KDN2 -1.72 (0) 0.90 (0) 31.27 (0)
  1. Shown are the median differences and, in parentheses, the Mann-Whitney test p-values (those less than 0.01 are set to 0).