60. Support Vector Machines: Drawing the Perfect Boundary

Most classification algorithms find a boundary that separates classes. SVM finds the boundary that is as far away from both classes as possible. That extra distance is called the margin. And maximizing it is what makes SVM so good, especially when you don't have a lot of data. It sounds simple. The