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dcic-group-image-of-consumers-----intelligent-scoring-of-credits's Introduction

DCIC-Group-Image-of-Consumers-----Intelligent-Scoring-of-Credits

比赛:消费者人群画像—信用智能评分 主办方:福建省数字福建建设领导小组办公室 & 福建省工业和信息化厅 & 福州市人民政府 & **电子信息产业发展研究院 & 数字**研究院 & **互联网投资基金

比赛链接:https://www.datafountain.cn/competitions/337/details

参赛人:Chain、我爱写代码、我真不会造轮子、憨子哥、Iron_man

这次比赛我们队取得了线上A榜和B榜的第三名,非常感谢我队友的辛勤付出。在答辩环节由于缺乏经验和准备,很遗憾我们未能进入最终的总决赛,但我们对能取得这样的成绩已经很满意了(我们五个做比赛都不多),希望能吸取这次的经验教训,继续学习,在以后的比赛中能有更好的表现。

在这里也要特别感谢那些大佬们的开源,正是他们的开源让我们学习到了很多,并且慢慢进步。在我们的代码中就有一些特征用到了那些大佬开源使用的方法,真的非常感谢。

比如郭大、林有夕、小兔子乖乖他们开源的这个:https://github.com/PandasCute/2018-CCF-BDCI-China-Unicom-Research-Institute-top2

以及鱼佬在知乎上写的文章都让我们受益匪浅。https://www.zhihu.com/people/wang-he-13-93/posts

运行代码步骤及说明:

1.先创建一个result的文件夹,来存放训练结果。

2.src文件夹中的main.py运行模型,然后运行dealdata.py来进行模型融合。

注:把文件夹名src改为src2(忘改回来了)

feature.py是我们构造的六套特征

model.py是我们的六个模型

我们这个虽然构造了六套特征,但其实主要就那几个特征,构造六套特征的目的是使特征之间有差异性,使融合的效果更好。

dcic-group-image-of-consumers-----intelligent-scoring-of-credits's People

Contributors

lzy23 avatar kyle110110 avatar

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