Research on Comprehensive Evaluation of Small and Micro Businesses on Improved Support Vector Machine of Imbalanced Multi-Classification
Comprehensive evaluation of small and micro businesses was significant problem for the researchers and the managers in corporations for these years in China. Small and micro businesses played an important role in taxes payment and social employment, providing convenience of people's life in every country. The paper collected the data of small and micro businesses in east of China in 2010, amended traditional algorithms of support vector machine, analyzed from four aspects, including financial condition, internal business operating and business growth, and used imbalanced multi-classification algorithm. The results of accuracy rate were acceptable and could be proved.