Choy, Tze; Meinshausen, Nicolai - In: Computational Statistics 29 (2014) 3, pp. 515-528
Nearest neighbour classification requires a good distance metric. Previous approaches try to learn a quadratic distance metric learning so that observations of different classes are well separated. For high-dimensional problems, where many uninformative variables are present, it is attractive to...