Table 2 Performance on ten multi-omics: Number of clinical parameters enriched in the clusters
From: Data integration by fuzzy similarity-based hierarchical clustering
AML | BIC | COAD | GBM | KIRC | LIHC | LUSC | SKCM | OV | SARC | Means | |
|---|---|---|---|---|---|---|---|---|---|---|---|
FH-Clust | 1 | 2 | 0 | 2 | 1 | 1 | 2 | 1 | 0 | 1 | 1.1 |
Crisp H-Clust | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | 0,8 |
K-means | 1 | 0 | 0 | 2 | 0 | 2 | 1 | 2 | 1 | 2 | 1.1 |
Spectral | 1 | 2 | 0 | 2 | 0 | 2 | 2 | 1 | 1 | 2 | 1.3 |
LRAcluster | 1 | 1 | 0 | 1 | 2 | 1 | 0 | 2 | 0 | 2 | 1 |
PINS | 1 | 1 | 0 | 1 | 0 | 2 | 0 | 1 | 0 | 2 | 0.8 |
SNF | 1 | 2 | 0 | 1 | 1 | 2 | 0 | 1 | 0 | 2 | 1 |
MCCA | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 0 | 2 | 0.9 |