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) |