对LendingClub数据集使用集成学习方法构建金融反欺诈模型
金融反欺诈数据来源LendingClub官网https www.lendingclub.com info download data.action test pd pd.DataFrame test pd predict est.predict x test test pd label y test df predict est.predict x test print compute ks test pd label predict0.0Top Ten feature importance est.feature importances feature importance100.0feature importance feature importance.max indices np.argsort feature importance10plt.barh np.arange10feature importance indices color
文件列表
LendingClub.zip
(预估有个3文件)
LendingClub.html
535KB
LendingClub.ipynb
301KB
LoanStats_2017Q3.csv
95.5MB
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