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Table 2 Validation of clustering the samples from the acetaminophen data using modk-prototypes.

From: Simultaneous clustering of gene expression data with clinical chemistry and pathological evaluations reveals phenotypic prototypes

Weighting Scheme α β γ Adjusted Rand Index k
1 0.333 0.333 0.333 0.64 3
2 1 0 0 0.51 2
3 0 1 0 0.69 6
4 0 0 1 0.33 2
5 0.5 0.5 0 0.66 5
6 0.5 0 0.5 0.46 4
7 0 0.5 0.5 0.64 3
8 0.51 0.24 0.25 0.67 3
9 0.4 0.4 0.2 0.64 3
10 0.4 0.2 0.4 0.67 3
11 0.6 0.2 0.2 0.67 3
12 0.2 0.4 0.4 0.64 3
13* 0.26 0.39 0.35 0.64 3
14 0.8 0.1 0.1 0.67 3
15 0.7 0.15 0.15 0.67 3
  1. α, β and γ denote the weights for the microarray, clinical chemistry and histopathology data domain dissimilarity measures, respectively. k is the number of clusters formed.