Support Vector Machine, Machine Learning, Data Science, Deep Learning.
challenges with using SVMs Discussion of common issues that arise when using SVMs, such as overfitting and class imbalance Support Vector Machines (SVMs) are a powerful and popular class of supervised learning algorithms that can be used for classification and regression tasks. However, as with any