https://github.com/PPshrimpGo/BDCI2018-ChinauUicom-1st-solution

这是BDCI2018的联通赛题第一名解决方案
https://github.com/PPshrimpGo/BDCI2018-ChinauUicom-1st-solution

competition data-science

Last synced: 3 months ago
JSON representation

这是BDCI2018的联通赛题第一名解决方案

• Host: GitHub
• URL: https://github.com/PPshrimpGo/BDCI2018-ChinauUicom-1st-solution
• Owner: PPshrimpGo
• Created: 2018-11-14T02:16:32.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2018-11-23T02:56:43.000Z (almost 6 years ago)
• Last Synced: 2024-06-24T05:53:58.765Z (5 months ago)
• Topics: competition, data-science
• Language: Python
• Homepage: https://www.datafountain.cn/competitions/311/details
• Size: 83 KB
• Stars: 297
• Watchers: 9
• Forks: 84
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• StarryDivineSky - PPshrimpGo/BDCI2018-ChinauUicom-1st-solution

README

        
# CCF BDCI 2018: 联通研究院--个性化套餐匹配

[![license](https://img.shields.io/github/license/mashape/apistatus.svg?maxAge=2592000)](https://github.com/minerva-ml/open-solution-home-credit/blob/master/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

](https://www.datafountain.cn/competitions/311/details) :hibiscus:.

## Highlight

- 嫁接单模型可达第一名

## Contributor

- [piupiu](https://www.kaggle.com/pureheart)

- [30CrMnSiA](https://www.kaggle.com/h4211819)

- [spongebob](https://www.kaggle.com/baomengjiao)

- [feiyang](https://www.kaggle.com/panfeiyang)

## 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:

- 代码分享 :dog: [皮皮虾我们走](https://github.com/PPshrimpGo) 发现更多开源方案~

- 信息分享 :sparkles: [DataSciComp](https://github.com/iphysresearch/DataSciComp)

 

- 方案及套路分享 :fire: [砍手豪的知乎专栏](https://zhuanlan.zhihu.com/c_32887913) [数据科学之旅](https://zhuanlan.zhihu.com/c_173835749)

![image](http://github.com/PPshrimpGo/BDCI2018-ChinauUicom-1st-solution/raw/master/images/q.jpg)