This algorithm develops high precision in credit card fraud detection based on a public dataset that contains information about 284 807 European credit card transactions. Database downloaded from https://www.kaggle.com/mlg-ulb/creditcardfraud in Dec 2019.
| Packages | Notes |
|---|---|
| NumPy | tested with numpy 1.16.5 |
| Matplotlib | tested with matplotlib 3.1.1 |
| ImbLearn | tested with imblearn 0.0 |
| Scikit-Learn | tested with scikit-learn 0.21.3 |
Can be downloaded from https://www.kaggle.com/mlg-ulb/creditcardfraud. Last assessed 9 July 2020.
Copyright belongs to The University of Manchester, UK