The Prediction Model of Financial Crisis Based on the Combination of Principle Component Analysis and Support Vector Machine
Read full paper at: http://www.scirp.org/journal/PaperInformation.aspx?PaperID=49185#.VJJuo8nQrzE Author(s) Guicheng Shen * , Weiying Jia Affiliation(s) School of Information, Beijing Wuzi University, Beijing, China . ABSTRACT This paper studies financial crisis of listed companies in China Manufacture Industry, and selects 181 companies with financial crisis and 181 normal companies as its research samples, and its research is based on financial indexes three years before the financial crisis happens. Firstly the method of principle component analysis is used to abstract useful information from the training data. Secondly a prediction model of financial crisis is constructed with the method of Support V...