Decoding Hyperplane Coefficients

When delving into the world of hyperplanes and linear classifiers, one might wonder why the vector, defined from the coefficients of a hyperplane, needs to be normal (perpendicular) to the hyperplane. The key to understanding this lies in the lineari...