Balancing Act: Taming Imbalanced Datasets in Machine Learning

Introduction: In the world of machine learning, datasets are often imbalanced, meaning that one class significantly outweighs the other(s). This imbalance can lead to biased model performance, where the algorithm tends to favor the majority class. To...