Credit Card Fraud Detection

Dataset

https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud

Algorithms Used

• Logistic Regression
• Decision Tree
• Random Forest
• Support Vector Machine (SVM)

Steps

1. Data preprocessing
2. Handling imbalance using SMOTE
3. Model training
4. Evaluation

Results

(Random Forest performed best based on ROC-AUC)