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Table 7 LASSO–CART model—the fivefold cross validation results

From: Improving the prediction of going concern of Taiwanese listed companies using a hybrid of LASSO with data mining techniques

Subset

Training set

Testing set

Predicted group

Hit ratio (%)

Type I error (%)

Type II error (%)

Predicted group

Hit ratio (%)

Type I error (%)

Type II error (%)

1

66

6

93.75

8.33

0.00

68

4

93.75

5.56

8.33

 

0

24

   

2

22

   

2

70

2

93.75

2.78

16.67

57

15

86.46

20.83

16.67

 

4

20

   

4

20

   

3

67

5

92.71

6.94

8.33

65

7

90.62

9.72

20.83

 

2

22

   

5

19

   

4

69

3

92.71

4.17

16.67

60

12

83.33

16.67

12.50

 

4

20

   

3

21

   

5

72

0

94.79

0.00

20.83

61

11

89.58

15.28

12.50

 

5

19

   

3

21

   

Avg.

  

93.54

4.44

12.50

  

88.75

13.61

14.17