├── README.md ├── data ├── .ipynb_checkpoints │ └── Untitled-checkpoint.ipynb └── creditcard_test.csv ├── model ├── Bayesian_lgbm.py ├── DNN.ipynb ├── IsolationForest.py └── LightGBM.py ├── neo_广发银行信用卡欺诈预测模型.pdf ├── result.csv ├── 模型融合 ├── .ipynb_checkpoints │ └── Untitled-checkpoint.ipynb ├── Catboost_sub.csv ├── iFroest_sub.csv └── lgb_best_sub.csv └── 比赛题目-决策.docx /README.md: -------------------------------------------------------------------------------- 1 | # 广发银行信用卡数据挖掘初赛Top7 2 | -------------------------------------------------------------------------------- /data/.ipynb_checkpoints/Untitled-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Designlotus/Anti-fraud-prediction-model/HEAD/data/.ipynb_checkpoints/Untitled-checkpoint.ipynb -------------------------------------------------------------------------------- /data/creditcard_test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Designlotus/Anti-fraud-prediction-model/HEAD/data/creditcard_test.csv -------------------------------------------------------------------------------- /model/Bayesian_lgbm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Designlotus/Anti-fraud-prediction-model/HEAD/model/Bayesian_lgbm.py -------------------------------------------------------------------------------- /model/DNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Designlotus/Anti-fraud-prediction-model/HEAD/model/DNN.ipynb -------------------------------------------------------------------------------- /model/IsolationForest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Designlotus/Anti-fraud-prediction-model/HEAD/model/IsolationForest.py -------------------------------------------------------------------------------- /model/LightGBM.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Designlotus/Anti-fraud-prediction-model/HEAD/model/LightGBM.py -------------------------------------------------------------------------------- /neo_广发银行信用卡欺诈预测模型.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Designlotus/Anti-fraud-prediction-model/HEAD/neo_广发银行信用卡欺诈预测模型.pdf -------------------------------------------------------------------------------- /result.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Designlotus/Anti-fraud-prediction-model/HEAD/result.csv -------------------------------------------------------------------------------- /模型融合/.ipynb_checkpoints/Untitled-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Designlotus/Anti-fraud-prediction-model/HEAD/模型融合/.ipynb_checkpoints/Untitled-checkpoint.ipynb -------------------------------------------------------------------------------- /模型融合/Catboost_sub.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Designlotus/Anti-fraud-prediction-model/HEAD/模型融合/Catboost_sub.csv -------------------------------------------------------------------------------- /模型融合/iFroest_sub.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Designlotus/Anti-fraud-prediction-model/HEAD/模型融合/iFroest_sub.csv -------------------------------------------------------------------------------- /模型融合/lgb_best_sub.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Designlotus/Anti-fraud-prediction-model/HEAD/模型融合/lgb_best_sub.csv -------------------------------------------------------------------------------- /比赛题目-决策.docx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Designlotus/Anti-fraud-prediction-model/HEAD/比赛题目-决策.docx --------------------------------------------------------------------------------