Research Article
Prediction of Unbalanced Financial Risk Based on GRA-TOPSIS and SMOTE-CNN
Table 2
Corporate financial risk scores and rankings.
| Rank | GRA | TOPSIS | GRA-TOPSIS | Code | Score | Code | Score (10−5) | Code | Score |
| 1 | 300896(2020) | 0.5966 | 300896(2020) | 8.33 | 300896(2020) | 0.5082 | 2 | 301047(2021) | 0.5897 | 301047(2021) | 8.30 | 301047(2021) | 0.5059 | 3 | 688298(2021) | 0.5861 | 301080(2021) | 8.17 | 301080(2021) | 0.4986 | 4 | 688068(2021) | 0.5839 | 603879(2021) | 8.11 | 603879(2021) | 0.4950 | 5 | 605336(2019) | 0.5818 | 688068(2021) | 8.10 | 688388(2019) | 0.4948 | 6 | 688008(2020) | 0.5806 | 688388(2019) | 8.10 | 688068(2021) | 0.4944 | … | … | … | … | … | … | … | 13185 | 002157(2021) | 0.5327 | 002157(2021) | 7.23 | 002157(2021) | 0.4422 | 13186 | 000587(2021) | 0.5312 | 000587(2021) | 7.22 | 000587(2021) | 0.4419 | 13187 | 002670(2021) | 0.5252 | 002670(2021) | 7.07 | 002670(2021) | 0.4327 | 13188 | 688176(2021) | 0.4994 | 688176(2021) | 6.58 | 688176(2021) | 0.4039 | 13189 | 000820(2019) | 0.4927 | 000820(2019) | 6.55 | 000820(2019) | 0.4016 | 13190 | 000820(2020) | 0.4832 | 000820(2020) | 6.26 | 000820(2020) | 0.3849 |
|
|