Support Vector Machine, Machine Learning, Data Science, Deep Learning.
the other class. This can cause the model to be biased towards the more prevalent class, leading to poor performance on the minority class. One way to address class imbalance is to undersample the majority class or oversample the minority class, or to use a cost-sensitive loss function that