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Table 6 LASSO–NN 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 98.96 1.39 0.00 70 2 94.79 2.78 12.50
  0 24     3 21    
2 70 2 90.62 2.78 29.17 60 12 85.42 16.67 8.33
  7 17     2 22    
3 69 3 92.71 4.17 4.17 64 8 90.62 11.11 4.17
  1 23     1 23    
4 60 12 87.50 16.67 12.50 59 13 85.42 18.06 4.17
  3 21     1 23    
5 70 2 96.88 2.78 4.17 63 9 88.54 12.50 8.33
  1 23     2 22    
Avg.    93.33 5.56 10.00    88.96 12.22 7.50