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Table 8 LASSO–SVM 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 71 1 96.88 1.39 8.33 66 6 91.67 8.33 8.33
  2 22     2 22    
2 70 2 90.62 2.78 29.17 66 6 89.58 8.33 16.67
  7 17     4 20    
3 71 1 92.71 1.39 25.00 66 6 88.54 8.33 20.83
  6 18     5 19    
4 68 4 87.50 5.56 33.33 62 10 86.46 13.89 12.50
  8 16     3 21    
5 72 0 96.88 0.00 12.50 70 2 92.71 2.78 20.83
  3 21     5 19    
Avg.    92.92 2.22 21.67    89.79 10.00 15.83