Linear Models, Data, Artificial Intelligence, Machine Learning.
the best — the ‘best’ is measured by how wide the boundary is from the closest points in the data. Let’s see an example from Aurelien Geron’s bible on machine learning below. The left plot shows random decision boundaries that are not optimal. The right plot is a margin that maximises the boundary