Data Science, Machine Learning, Support Vector Machine, Python.
mathematical convince, as it cancels out when the derivative of the objective function is taken; and this factor does not affect the location of the minimum or the maximum, as it is a constant. Therefore, minimizing 1/2 ||w||² is equivalent to maximizing 1/||w||. So, now our optimization problem is