Juan Císcar, Alfonso; Civera Saiz, Jorge; Sanchis Navarro, José Alberto(Universitat Politècnica de València, 2019-05-27)
The training objectives of the learning object are: 1) To interpret linear classifiers in the binary case; 2) To apply the Perceptron algorithm in the binary case; 3) To know Novikoff¿s convergence theorem; and 4) To know ...
Juan Císcar, Alfonso; Civera Saiz, Jorge; Sanchis Navarro, José Alberto(Universitat Politècnica de València, 2018-06-25)
Linear classifiers, that is, classifiers based on linear discriminant
functions, are formally introduced first. Then, a well-known learning
technique, the so-called Perceptron algorithm, is described for general
multiclass ...