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A Tutorial on Generative Adversarial Networks with Application to Classification of Imbalanced Data

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A challenge unique to classification model development is imbalanced data. In a binary classification problem, class imbalance occurs when one class, the minority group, contains significantly fewer samples than the other class, the majority group. In imbalanc... ...