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Table 3 Comparative experimental results of the best subsets produced by mABC and other evolutionary methods for the dataset 9_Tumors

From: Gene selection for cancer classification with the help of bees

Evaluation GA   ACO   ABC   mABC [This work]
Criteria Best Avg. S.D. Worst   Best Avg. S.D. Worst   Best Avg. S.D. Worst   Best Avg. S.D. Worst
Accuracy 85 82.56 0.01 81.67   85 83.09 0.01 81.67   91.67 87.67 0.02 85   100 98.65 0.01 96.67
# Genes 275 276.8 12.07 301   266 271.59 11.03 279   57 75.67 14.18 97   30 34.73 5.64 35
  1. Best results (maximum accuracy and minimum selected gene size) are highlighted using boldface font