Research Article
Design and Application of a Financial Distress Early Warning Model Based on Data Reasoning and Pattern Recognition
Table 5
BP network predicts the financial risk status of listed companies in 2010 (by the number of companies).
| Number of hidden layer nodes | Type 0 companies predict the number of correct companies | 0 types of companies predict the number of wrong homes | Type 1 company predicts the number of correct companies | 1 type of companies predicts the number of wrong households | 2 types of companies predict the correct number of companies | 2 types of companies predict the number of wrong households | The number of correct predictions for all types of companies | Number of wrong predictions for all types of companies |
| 20 | 913 | 132 | 5 | 60 | 43 | 14 | 961 | 206 | 25 | 903 | 142 | 6 | 59 | 47 | 10 | 956 | 211 | 30 | 915 | 130 | 7 | 58 | 44 | 13 | 966 | 201 | 35 | 911 | 134 | 5 | 60 | 45 | 12 | 961 | 206 | 40 | 909 | 136 | 4 | 61 | 47 | 10 | 960 | 207 | 45 | 907 | 138 | 8 | 57 | 47 | 10 | 962 | 205 | 50 | 903 | 142 | 7 | 58 | 46 | 11 | 956 | 211 |
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