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1.3. Based on rejected cases a data envelope analysis (DEA) model is presented and a classification method is proposed with piecewise linear separating hyperplane as its boundary. The question of how to appraise the credit of new units with only the credit information of bankrupt units is discussed. A specific method evaluating credit situations of decision making units (DMU) is introduced, which classify the DMU into two categories i.e. the acceptance or rejection of credit risk.
3.提出了一种基于拒绝案例集的数据包络分析模型和边界为分段线性分离超平面的分类方法,探讨了在只掌握单方面信息(信用差的单位)的情况下,如何对新单位进行信用评估的问题,并给出了评价决策单元信用状况的具体方法;收藏指正
2.SLIQ algorithm is a fast and scalable classification algorithm for data mining, which is brought forward by IBM Almaden Research Center in 1996. The typical application of SLIQ lies in CRM, credit ranking, etc in large business.
SLIQ串行算法是由IBM Almaden 研究中心提出的一种高速可伸缩的分类算法,广泛应用于大型商业的CRM、信用等级分级等领域。收藏指正
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