利用Python进行申请评分卡的数据清洗、建模分析。对Kaggle上的Give Me Some Credit的数据进行挖掘分析,从数据的预处理(主要缺失值和异常值的处理)、数据分析(特征变量的选择、分箱、WOE、IV)、数据建模(逻辑回归模型,集成算法)、创建信用评分卡到建立自动评分系统,创建了一个简单的信用评分系统。
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基于Python的申请信用评分卡模型分析
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