Skip to main content

Table 2 The results of single-cancer analysis

From: Fast dimension reduction and integrative clustering of multi-omics data using low-rank approximation: application to cancer molecular classification

Cancer Dimensiona #Clusterb Silhouette values
BRCA 2 2 0.55
COAD 4 4 0.40
GBM 8 2 0.35
HNSC 7 3 0.26
KIRC 6 2 0.36
LGG 2 3 0.44
LUAD 5 2 0.34
LUSC 5 4 0.32
PRAD 2 4 0.41
STAD 4 3 0.37
THCA 2 2 0.61
  1. aThe dimension of the reduced space is determined according to the curve of the explained variations of each cancer type
  2. bThe number of clusters is determined according to the curve of the within cluster variances
\