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A New Method of Credit Risk Assessment of Commercial Banks

机译:商业银行信用风险评估的新方法

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Credit risk management has been one of the most serious problems for banks and other financial institutions. With the continuous improvement of the economic system reform of our country, the establishment of market mechanism and perfect, the rapid development of capital markets and the banking sector, the existing credit evaluation system and method have been unable to keep up with the needs of the reform and development of economy in our country. In this paper, a model based on fuzzy integral support vector machine (SVM) is established, which takes into account the importance of the output of the sub support vector machine (SVM). Then the The empirical is analysis is carried out, and the results show that the method has higher classification accuracy, and verifies the feasibility and effectiveness of the method, and provides a theoretical basis for the bank to establish more reliable evaluation system.
机译:对于银行和其他金融机构而言,信用风险管理一直是最严重的问题之一。随着我国经济体制改革的不断完善,市场机制的建立和完善,资本市场和银行业的飞速发展,现有的信用评价体系和方法已无法适应金融市场的需求。我国经济的改革与发展。本文建立了一个基于模糊积分支持向量机(SVM)的模型,该模型考虑了子支持向量机(SVM)输出的重要性。然后进行了实证分析,结果表明该方法具有较高的分类精度,验证了该方法的可行性和有效性,为银行建立更可靠的评价体系提供了理论依据。

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