GitHub - whatduck/IJCAI_2018_baseline: 2018阿里妈妈广告预测大赛rank60/5204

Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
README.md		README.md
bs.py		bs.py
count_feature.py		count_feature.py
feature_model.py		feature_model.py
gen_data.py		gen_data.py
leak_feature.py		leak_feature.py

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IJCAI_2018_final code

Rank 60/5204;
top1.1%

运行所需库

python 3.5.2
numpy
pandas
scipy
lightgbm
sklearn

文件说明

bs.py 贝叶斯平滑代码
count_feature.py 计数特征
gen_data.py 新特征构建
leak_feature.py 时间泄露特征
feature_model.py 模型预测

机器限制

运行内存大于16G

其他

code为二人共同制作，或许有少量差异，基本思想不变

致谢

感谢队友，感谢所有开源的大佬们的铺路，感谢阿里妈妈，这是个很好的机会，明年会继续参赛
努力终有回报

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2018阿里妈妈广告预测大赛rank60/5204

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Python 100.0%