Abstract
Due to the reasons of irrational capital structure, non-standard management methods and imperfect internal control system, it directly leads to the weaker anti-risk ability of Chinese SMEs. When various environments deteriorate, it is difficult for SMEs to be able to cope with the resulting risks. Based on the characteristics of listed companies in SMEs and the particularity of the causes of financial crisis, this article focuses on cash flow indicators and selects initial financial indicators. The clustering center is initialized based on the optimized K-means++ clustering algorithm to obtain better clustering results, and the classification effect is evaluated using the contour map. The number of clusters is determined as three types and four types through multiple experiments and comparisons, which works better.
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