A Systematic Review of Machine Learning in Credit Card Fraud Detection Under Original Class Imbalance (has a plain-language definition)

Reviewing only fraud-detection studies that keep real-world class imbalance, researchers find overused benchmark datasets, tree-based models dominating, misleading metrics, and almost no usable explainability.