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这是BDCI2018的联通赛题第一名解决方案

Home Page: https://www.datafountain.cn/competitions/311/details

Python 98.99% Shell 1.01%

bdci2018-chinauuicom-1st-solution's Introduction

CCF BDCI 2018: 联通研究院--个性化套餐匹配

license

这是CCF BDCI 2018的面向电信领域的个性化套餐匹配第一名解决方案,赛题链接 面向电信行业存量用户的智能套餐个性化匹配模型 🌺.

Highlight

  • 嫁接单模型可达第一名

Contributor

Requirements

  • python3
  • lightgbm 2.1.1
  • numpy 1.14.3
  • pandas 0.23.1
  • scikit_learn 0.19.1
  • xgboost 0.72.1

运行方法

  • trian_old.csv(初赛训练集) | train.csv | test.csv -> input folder
  • pip3 install -r requirements.txt
  • chmod +x run_top1.sh
  • chmod +x run_perfect.sh
  • ./run_top1.sh (复现leaderboard第一)
  • ./run_perfect.sh (完美复现)

参与进来

欢迎整理贡献更多竞赛信息:

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