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3rd_security_competition's Introduction

第三届阿里云安全算法赛

赛题背景：

https://tianchi.aliyun.com/competition/introduction.htm?spm=5176.11165320.5678.1.788537d6dZXZyy&raceId=231668

成绩：

  • 线上初赛：Rank5

  • 线下决赛：Rank2 (算法成绩排名Rank3)

目录结构:

  • input:存放原始数据集,包括train和test集

  • data:存放中间特征和中间结果

  • final_code:存放代码

  • submit:保存最终结果

代码说明:

  • security_3rd_property.py:全局变量设置
  • security_3rd_model.py:工程中使用到的模型
  • security_3rd_feature.py:生成特征并保存
  • security_3rd_code.py:主代码,生成提交结果

运行顺序：security_3rd_feature -> security_3rd_code

运行条件:

  • python3
  • numpy, pandas, sklearn, contextlib, xgboost

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