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Table 1 The accuracy of the baseline system built by randomly selecting genes from 7,070 genes in the leukemia dataset.

From: Feature selection and classification for microarray data analysis: Evolutionary methods for identifying predictive genes

Population size Feature size Training data [%] Test data [%]
Max Average Max Average
10 30 89.47 85.79 79.41 64.41
  50 89.47 84.21 76.47 63.53
30 30 94.74 98.42 85.29 68.82
  50 97.37 96.05 73.53 67.35
50 30 100.00 98.42 85.29 70.29
  50 100.00 98.42 85.29 72.64