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Table 2 Comparison on the dataset Colon, Lymphoma and Leukemialy with 7 advanced hybrid feature selection algorithms

From: ILRC: a hybrid biomarker discovery algorithm based on improved L1 regularization and clustering in microarray data

Dataset

Colon

Lymphoma

Leukemial

Acc

Features

Acc

Features

Acc

Features

Lu et al. [6]

83.41

202

/

/

96.67

44

Salem et al. [7]

85.48

60

/

/

97.06

3

Alshamlan et al. [8]

96.77

15

100

5

100

14

Jain et al. [9]

/

/

100

24

100

4

Moradi et al. [10]

/

/

50

87.71

89.28

100

Shreem et al. [11]

87.53

9

100

10

100

26

Djellali et al. [12]

96.3

1000

/

/

/

/

ILRC

95

5

100

9

100

5