Implementing the (polynomial) "kernel trick" in matlab
4 vues (au cours des 30 derniers jours)
Afficher commentaires plus anciens
Given p = 2 vectors x in R^n, y in R^n, how to compute the kernel of order m > 2, which is of the form
A = [ones(n,1), x, y, x.*y, x.^2, y.^2, x.^2 *y, ..., x.^m, y.^m]
q = nchoosek(p+m, m)
A in R^(nxq)
For example, given
x=[1 2]'
y=[2 1]'
m = 3;
Output:
A = [1 1 2 1 4 1 8;1 2 1 4 1 8 1]
0 commentaires
Réponses (0)
Voir également
Catégories
En savoir plus sur Data Types dans Help Center et File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!