RockYuan / DeepLearning

Data science / Feature engineering / Machine learning

DeepLearning

kaggle的信用卡反欺诈比赛

https://www.kaggle.com/competitions/ieee-fraud-detection

脚本说明

eda-for-columns-v-and-id.ipynb CHRIS DEOTTE探索性数据分析脚本(加注解)

train_fraud_detection.py 用automl训练的脚本

ieee_fraud_detection.ipynb 分析和生成预测集脚本

xgb-fraud-with-magic-0-9600.ipynb CHRIS DEOTTE的冠军数据特征处理和训练预测脚本(加注解)

特别鸣谢 Special thanks to

感谢CHRIS DEOTTE和KONSTANTIN YAKOVLEV的分享, 很好说明数据科学和特征工程的重要性