The width of the margin in Support Vector Machines (SVM) is determined by the choice of the hyperparameter C and the kernel function. SVM is a powerful machine learning algorithm used for both classification and regression tasks. It aims to find an optimal hyperplane that separates the data points of different classes with the largest