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*HYPERPLANES* Geometric interpretation of linear classifiers: x1 x2 H w A hyperplane in Rd is a linear subspace of dimension (d − 1). I A R2-hyperplane is a line. I A R3-hyperplane is a plane. I As a linear subspace, a hyperplane always contains the origin. A hyperplane H can be represented by a vector w as follows: H = nx 2 Rd j xTw = 0o : # ...
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