IEEE-CIS Fraud Detection
Can you detect fraud from customer transactions?
Kaggle competition. Could be found by link.
TODO's
- EDA
- Feature Engineering
- Missing values handling
- Categorical variables handling
- Simple model (e.g. try some of scikit-learn classification models)
- H2O models (GBM, XGBoost)
- lightgbm model
- catboost model
- try some neural net architectures
- model cross validation and hyperparameter tuning
Authors
- Nazarii Nyzhnyk - Initial work - nazariinyzhnyk
License
This project is licensed under the MIT License - see the LICENSE file for details