Detecting Frauds in Transactions using Anamoly Detection Techniques Such as Over Sampling and Under-Sampling as the ratio of Frauds is less than 0.00005 thus, simply applying Classification Algorithm may result in Overfitting.
##Classifier used is : XGBoost Classifier ##normalization technique: Standard scaler ##Sampling technique: SMOTEENN
##accuray obtained: 99.9%