Data Science, Machine Learning, Support Vector Machine, Python.
problem, we can use the property that the square of the magnitude of a vector is always non-negative. Therefore, minimizing ||w||² is equivalent to minimizing ||w||, and we can rewrite it as minimizing 1/2 ||w||². Notice that the factor 1/2 is included to simplify the computation and for