Comprehensive financial analysis of a company relying on fuzzy c-mean (FCM) clustering algorithm

The highly competitive information age requires investors to quickly, accurately and comprehensively grasp the financial status, operating conditions and future development of listed companies. This paper relies on the fuzzy c-mean (FCM) clustering algorithm, establishes a financial analysis index system through cluster analysis, weight setting, membership calculation and consistency test, and evaluates the five capabilities of a listed company' s profitability and debt repayment. Empirical analysis aims to verify the practicality and effectiveness of the model.