Can I read Credit Card Fraud Detection Algorithms on EtoBox?
Credit Card Fraud Detection Algorithms by International Journal of Innovative Science and Research Technology is a document available to read on EtoBox.
What is Credit Card Fraud Detection Algorithms about?
This research paper compares multiple supervised learning algorithms for credit card fraud detection, focusing on accuracy, sensitivity, specificity, and AUC-ROC metrics. The study finds that AdaBoost achieves near-perfect accuracy, while Stochastic Gradient Descent offers balanced performance, suggesting their combination as the optimal approach for fraud detection. The paper emphasizes the importance of model evaluation and cross-validation techniques to mitigate overfitting.
- Author
- International Journal of Innovative Science and Research Technology
- Language
- EN