Figure 2:

Illustration for the angle-based classification with k = 2,3, and 4. For example, when k = 3 (as the plot in the middle shows), the mapped observation $\widehat{f}$ is predicted as the class corresponding to W₁ because θ₁ < θ₃ < θ₂.