28, 2021 2 / 82 Hyperplane Separates a n-dimensional space into two half-spaces Defined by an outward pointing normal vector ω ∈ Rn Assumption: The hyperplane passes through origin. If not, have a

Margin In a n-dimensional space, a hyper plane is defined by ωT x + b = 0 (1) where ω ∈ Rn is the outward pointing normal vector, and b is the bias term. The n-dimensional space is separated into two half-spaces