Machine Learning, Data Science, Statistics, Mathematics, Data.
the features X1 and X2 with class labels as either y =1 (blue) or y = 0 (red). An example dataset showing classes that can be linearly separated. Training a linear support vector classifier, like nearly every problem in machine learning, and in life, is an optimization problem. We maximize the