cs3244 fraud detection


comparative study of supervised learning methods on credit card fraud detection

course project, 2018

I don't normally feature school projects (they can be found on my GitHub), but I am featuring this because the group achieved a level of polish that we were proud of.

This study explored resampling techniques and ensembling via model stacking on top of traditional supervised learning methods. On top of general contributions, I was responsible for the model stacking related components, researching the topic, verifying implementation and writing explanations/creating diagrams.

Report & Source Code: https://github.com/afterdusk/cs3244-fraud-detection

Video: https://youtu.be/XeyjLNjLvJs

Image Load Error