Credit Card Frauds can be very subtle and at the same time large scale hazard. We compared two Anomaly detection algorithms:
- Isolation Forest
- Local Outlier Factor
Based on complexity of data either one can give the better result. In our dataset Isolation Forest has the upper hand.
Link to dataset: https://www.kaggle.com/mlg-ulb/creditcardfraud