Developing Credit Card Fraud Detection Model using Machine Learning. I have used a variety of ML algorithms to implement this model and also plotted the respective performance curves for the models.
- Caret
- ranger
- data.table
- caTools
- pROC
- rpart
- rpart.plot
- neuralnet
- gbm
- Logistic Regression Model
- Decission Tree Model (99.95% accuracy)
- Artificial Neural Network Model (99.93% accuracy)
- Gradiant Boosting Model (95.41% accuracy)