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Table 3 Comparative analysis of obtained sample clusters with respect to internal validity measures

From: A consensus multi-view multi-objective gene selection approach for improved sample classification

Data sets # of genes (features) # of samples Silhouette DB
Multiple tissues 5565 (original) 103 0.2527 0.998
  41(reduced by CMVMC)   0.4314 0.997
  34 (reduced by UMC-v1-v2)   0.3526 1.37
  40 (reduced by PAM(GO-based))   0.4299 1.0065
Yeast 2884 (original) 17 0.2365 0.149
  10 (reduced by CMVMC)   0.4568 0.087
  6 (reduced by UMC-v1-v2)   0.385 0.251
  10 (reduced by PAM(GO-based))   0.4531 0.081