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Table 1 Cancer datasets

From: Application of genetic algorithms and constructive neural networks for the analysis of microarray cancer data

Dataset

#Genes

Samples

Class 0 (normal)

Class 1 (cancer)

Data Proportion

Leukemia

7129

72

25

47

0.347

Lung

12533

181

150

31

0.829

Colon

2000

62

22

40

0.355

Breast

24481

78

33

44

0.423

Ovarian

15154

253

91

162

0.360

Prostate

12600

102

50

52

0.490

  1. Main characteristics of the six cancer datasets analysed.