Table 3.
The average size of top 50 highly discriminative subnetwork markers from GSE2034 and NKI295
Gene expression dataset = GSE2034 | |||||
Chuang | HPRD | GASOLINE | BioGRID | ||
Greedy | 3.1 | 3.26 | 3.54 | 3.66 | |
AP-based | 36.28 | 35.78 | 34.18 | 38.78 | |
jac_p | 18.06 | 19.94 | 19.58 | 29 | |
kul_p | 21.16 | 25.32 | 22.48 | 36.28 | |
tve_p | 34.48 | 45.26 | 45.98 | 61.8 | |
jac_lc | β=0.25 | 18.3 | 21.36 | 23.14 | 34 |
β=0.5 | 15.08 | 15.38 | 16.44 | 24.24 | |
β=0.75 | 13.28 | 16.34 | 13.44 | 19.18 | |
kul_lc | β=0.25 | 24 | 30.14 | 28.68 | 39.02 |
β=0.5 | 18.98 | 22.86 | 24.18 | 38.32 | |
β=0.75 | 16.06 | 19.12 | 20.84 | 30.98 | |
tve_lc | β=0.25 | 34.1 | 46.58 | 43.44 | 53.54 |
β=0.5 | 28.98 | 43.8 | 45.5 | 71.24 | |
β=0.75 | 22.92 | 44.78 | 46.32 | 82.66 | |
Gene expression dataset = NKI295 | |||||
Chuang | HPRD | GASOLINE | Biogrid | ||
Greedy | 4.12 | 3.68 | 4.46 | 4.42 | |
AP-based | 31.34 | 30.32 | 28.78 | 34.66 | |
jac_p | 14.62 | 16 | 18.94 | 27.72 | |
kul_p | 12.3 | 22.5 | 26.9 | 33.34 | |
tve_p | 28.22 | 42.24 | 49.9 | 57.1 | |
jac_lc | β=0.25 | 15.14 | 16.8 | 19.66 | 30.06 |
β=0.5 | 13.38 | 12.44 | 13.68 | 22.66 | |
β=0.75 | 11.54 | 12.88 | 10.78 | 17.98 | |
kul_lc | β=0.25 | 14.8 | 24.6 | 27.06 | 39.26 |
β=0.5 | 15.9 | 18.5 | 23.28 | 33.96 | |
β=0.75 | 13.7 | 17.12 | 17.22 | 27.14 | |
tve_lc | β=0.25 | 30.76 | 41.78 | 48.66 | 52.44 |
β=0.5 | 27.26 | 41.62 | 50.7 | 72.88 | |
β=0.75 | 18.52 | 43.22 | 48.24 | 81.42 |