From: Data integration by fuzzy similarity-based hierarchical clustering
AML | BIC | COAD | GBM | KIRC | LIHC | LUSC | SKCM | OV | SARC | Means | |
---|---|---|---|---|---|---|---|---|---|---|---|
FH-Clust | 3.24 | 0.18 | 0.61 | 0.49 | 2.16 | 2.08 | 0.81 | 2.83 | 0.89 | 2.42 | 1.57 |
Crisp H-Clust | 0,55 | 0,72 | 0,51 | 1,96 | 0,06 | 0,06 | 1,48 | 0,12 | 0,74 | 0,06 | 0,65 |
K-means | 2.92 | 0.62 | 0.01 | 2.32 | 0.15 | 0.23 | 0.23 | 0.6 | 0.06 | 1.29 | 0.84 |
Spectral | 1.89 | 1.55 | 0.19 | 2.23 | 0.29 | 0.4 | 0.27 | 0.89 | 0.77 | 1.29 | 0.98 |
LRAcluster | 0.68 | 1.38 | 0.22 | 0.12 | 2.04 | 0.72 | 0.52 | 4.08 | 0.05 | 1.42 | 1.12 |
PINS | 1.14 | 1.23 | 0 | 3.2 | 1.79 | 1.98 | 0.29 | 2.85 | 0.04 | 2.78 | 1.53 |
SNF | 2.87 | 1 | 0.16 | 4.15 | 2.12 | 0.17 | 0.6 | 0.61 | 0.24 | 2.09 | 1.4 |
MCCA | 3.49 | 1.02 | 0.16 | 2.3 | 1.82 | 0.15 | 0.47 | 4.07 | 0.55 | 1.08 | 1.51 |