Machine Learning, Svm.
classifier in Part#1), which means we need to strike a balance to reduce the weights (for the above cost function to be minimal) and at the same time achieve the margin of 1 (as we want w1*x1 + w2*x2 + w0 ≥ 1). This nature of combinations will not allow any cushion for mis-classification and hence