Data Science, Machine Learning, Support Vector Machine, Python.
minimize ||w||, since minimizing the magnitude of the weight vector will naturally maximize the margin. As Rogers and Girolami mentions on their book “A First Course in Machine Learning” It will be actually easier to minimize 1/2 ||w||² and so we shall do this instead. So, to further simplify the