Table 4 Log-rank test p-values for combinations of methods with 500 features
FS | Dataset | Subtyping Identification Methods | |||||
|---|---|---|---|---|---|---|---|
CC | PINS | NMF | ICB | SNF | NEMO | ||
MED | AML | 0.42 (4) | 0.38 (3) | 0.13 (3) | 0.12 (4) | 0.17 (2) | 2.0E-03 (7) |
GBM | 0.01 (4) | 0.40 (3) | 0.02 (3) | 0.01 (4) | 0.83 (2) | 6.6E-04 (6) | |
BIC | 0.35 (4) | 0.37 (2) | 0.45 (2) | 0.17 (5) | 0.30 (2) | 0.35 (6) | |
COAD | 0.39 (6) | 0.77 (2) | 0.19 (3) | 0.18 (5) | 0.86 (2) | 0.31 (8) | |
VAR | AML | 9.0E-04 (3) | 0.10 (5) | 0.06 (5) | 3.0E-03 (4) | 0.18 (2) | 0.01 (5) |
GBM | 0.09 (3) | 0.73 (2) | 0.09 (2) | 0.06 (5) | 0.73 (2) | 7.0E-07 (6) | |
BIC | 0.04 (4) | 0.52 (2) | 0.53 (2) | 0.14 (5) | 0.06 (4) | 0.09 (4) | |
COAD | 0.05 (4) | 0.96 (2) | 0.01 (2) | 0.32 (4) | 0.44 (2) | 0.29 (8) | |
MAD | AML | 1.0E-03 (4) | 0.05 (2) | 0.04 (4) | 1.0E-04 (4) | 0.21 (2) | 0.08 (6) |
GBM | 0.09 (3) | 2.2E-05 (5) | 0.05 (2) | 0.05 (5) | 0.04 (3) | 1.0E-03 (6) | |
BIC | 0.32 (6) | 0.24 (3) | 0.06 (2) | 0.09 (4) | 0.06 (4) | 0.12 (4) | |
COAD | 0.55 (2) | 0.09 (3) | 2.0E-03 (3) | 0.06 (5) | 0.10 (3) | 0.46 (9) | |
DIP | AML | 0.01 (6) | 0.75 (2) | 0.66 (2) | 0.39 (4) | 0.62 (2) | 0.58 (2) |
GBM | 0.01 (4) | 0.02 (6) | 0.23 (5) | 0.02 (5) | 0.20 (2) | 0.08 (9) | |
BIC | 0.06 (2) | 0.92 (2) | 0.49 (2) | 0.68 (4) | 0.74 (2) | 0.48 (3) | |
COAD | 0.27 (2) | 4.0E-03 (2) | 0.02 (2) | 0.02 (3) | 0.05 (2) | 0.00 (5) | |