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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