Support Vector Machines (SVMs): A Look at the Margin and Optimisation.
Picture a crowded park with two groups of children playing different games. One group is tossing frisbees, while the other is playing football. Now, imagine you have to draw a chalk line on the ground that perfectly separates the two groups, making sure neither crosses over into the other’s play area. That chalk line, with…