Machine Learning, Support Vector Machine, Optimization, Data Science, Technology.
−1. These two points, x + and x− give us a way to measure the size of the margin. We can measure the size of the margin by looking at the difference between the lengths of projections of x+ and x− onto the hyperplane. Since projection requires a normalized vector, we can measure the distances as: