https://github.com/lavender28/Credit-Card-Score
基于Python的申请信用评分卡模型分析
https://github.com/lavender28/Credit-Card-Score
Last synced: about 1 year ago
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基于Python的申请信用评分卡模型分析
- Host: GitHub
- URL: https://github.com/lavender28/Credit-Card-Score
- Owner: lavender28
- Created: 2018-10-30T16:19:21.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-10-30T16:22:35.000Z (over 7 years ago)
- Last Synced: 2024-08-15T08:43:40.970Z (almost 2 years ago)
- Language: Jupyter Notebook
- Homepage:
- Size: 15.7 MB
- Stars: 127
- Watchers: 6
- Forks: 65
- Open Issues: 1
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Metadata Files:
- Readme: README.md
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README
# 申请信用评分卡模型
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。