Implementing the (polynomial) "kernel trick" in matlab

6 Ansichten (letzte 30 Tage)
Ashwin Renganathan
Ashwin Renganathan am 12 Dez. 2017
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]

Antworten (0)

Kategorien

Mehr zu Data Types finden Sie in Help Center und File Exchange

Tags

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by