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Table 4 Comparative percentage of Classification Accuracy (%CA) values of proposed CMVMC-based gene selection as well as other existing methods

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

Data set # of genes Algorithms %CA
Multiple tissues 41 CMVMC-gene selection 92.73
  40 PAM+AMOSA 92.14
  34 UMC-v1-v2 78.4
  42 CLARANS+k-NN 81.03
   CLARANS+RF 76.0
   CLARANS+C4.5 65.0
   CLARANS+NB 92.23
   CLARANS+MLP 89.32
Yeast 10 CMVMC-gene selection 95.84
  10 PAM+AMOSA 95.63
  6 UMC-v1-v2 79.5
  15 CLARANS+k-NN 86.78
   CLARANS+RF 94.12
   CLARANS+C4.5 94.12
   CLARANS+NB 94.12
   CLARANS+MLP 94.12