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Table 1 The average rank of each causative feature, R j , for Simulation 1 & 2

From: A forest-based feature screening approach for large-scale genome data with complex structures

   

Sim1

    

Sim2

  

METHOD

R1

R2

R3

R4

R5

R1

R2

R3

R4

R5

SIS

12.21

1.56

1.51

143.14

322.16

359.17

360.41

398.89

340.45

428.30

ISIS

39.29

1.56

1.51

250.98

412.43

432.97

456.97

481.98

426.94

502.13

CC-SIS

12.81

1.59

1.48

60.31

179.77

168.57

242.27

242.85

258.39

369.68

ICC-SIS

43.75

1.59

1.48

129.80

259.34

237.70

362.12

382.58

368.86

400.27

DC-SIS

5.95

1.59

1.48

7.93

19.58

3.51

21.07

32.86

7.44

14.79

RF

8.63

1.91

1.67

3.72

4.06

2.80

8.59

10.70

4.66

7.85