Data Science, Machine Learning, Support Vector Machine, Python.
will tell us that every single data point must be in the right side of the decision boundary. This version of SVM is called as hard margin SVM. However, relaxing these constraints can often lead to improved generalization performance. In these cases, soft margin SVM offer an intuitive solution. So,