Skip to main content

Table 5 Number of clusters chosen by the benchmarked algorithms on ten multi-omics cancer datasets

From: Data integration by fuzzy similarity-based hierarchical clustering

  AML BIC COAD GBM KIRC LIHC LUSC SKCM OV SARC Means
FH-Clust 4 2 2 3 2 2 3 2 10 3 3,3
Crisp H-Clust 2 2 2 2 2 2 2 2 2 2 2
K-means 5 2 2 5 2 2 2 2 2 2 2,6
Spectral 9 3 2 5 2 2 2 2 4 2 3,3
LRAcluster 3 2 2 2 9 2 2 2 2 3 2,9
PINS 4 2 4 2 2 5 3 15 2 5 4,4
SNF 4 2 3 2 4 2 2 3 3 3 2,8
MCCA 3 2 7 2 3 2 2 6 2 2 3,1