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基于WOE-Logistic信用评分卡模型构建与应用研究
学习有效期 长期有效
简介
本案例通过对Kaggle上的GiveMeSomeCredit数据的挖掘分析,结合信用评分卡的建立原理,分别完成数据处理、特征变量选择、变量WOE编码离散化、Logistic回归模型开发评估、信用评分卡和自动评分系统创建等步骤,构建WOE-Logistic信用评分卡模型来对贷款违约风险进行预测分析,为金融放款机构等的风险水平控制给予参考。
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