Table 1 The number of the selected correct genes obtained by different methods.

From: A new semi-supervised learning model combined with Cox and SP-AFT models in cancer survival analysis

Dataset

Cox-EN

Cox-lasso

Cox-MCP

Semi-Cox

SP-Semi-Cox

1

9.86

6.69

6.74

12.18

12.66

2

11.32

7.58

7.51

13.48

14.27

3

16.78

12.31

12.04

19.43

19.83

4

10.21

6.70

6.75

11.57

11.91

5

13.72

9.96

9.88

15.22

16.35

6

9.25

6.18

6.26

13.14

14.29

7

12.39

8.32

8.17

14.60

16.33

8

13.02

8.46

8.39

15.32

16.82

9

11.40

7.42

7.54

14.71

15.56

10

15.39

10.26

10.21

18.31

19.29

Average

12.33

8.39

8.35

14.80

15.73

Back to article page