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Table 2 Comparison of the approaches used in the leukemia dataset

From: Biomarker detection using corrected degree of domesticity in hybrid social network feature selection for improving classifier performance

 

Golub et al. [11]

Guyon et al. [27]

Liu et al. [53]

Bijlani et al. [54]

Özyer et al. [5]

Our Approach

Errors (Train)

2

0

0

0

3

1

Errors (Test)

5

0

3

1

1

2

Genes\(^1\)

50

6–8

1

16

9

8

  1. \(^1\)Number of genes (biomarkers) used for classification with SVM