These steps are designed to overcome the imbalanced nature of the dataset and enhance the model’s ability to accurately identify fraudulent transactions.Regenerate response.problems faced by imbalanced dataset.1
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References
1M V N, Siva Priyanka S, Kumar AS, Prahasita S, Sahithi G. Credit Card Fraud Detection with Auto Encoders and Artificial Neural Networks. In: 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT).; 2023:1-6. doi:10.1109/ICCCNT56998.2023.10308011