Machine Learning, Svm.
figure out the weights such that the above equation holds good in order to minimize the loss function. margin value on x-axis vs loss on y-axis From the above plot, note that — for all the points that are quite far from the classification line, the margin , m is higher than 1. So their loss = 0 (