Data Science for Business: What You Need to Know about Data Mining and Data-Analytic Thinking

by Foster Provost

Then once the widest bar is found, the linear discriminant will be the center line through the bar (the solid middle line in Figure 4-8). The distance between the dashed parallel lines is called the margin around the linear discriminant, and thus the objective is to maximize the margin.