| kerGauss {KEPTED} | R Documentation |
Gaussian kernel computation
Description
Computing the values of Gaussian kernel functions.
Usage
kerGauss(gamma, z1, z2)
Arguments
gamma |
A number, the bandwidth parameter in the Gaussian kernel. |
z1 |
A vector, the first input of the Gaussian kernel. |
z2 |
A vector, the second input of the Gaussian kernel. |
Details
The Gaussian kernel is defined as k(z1,z2)=exp(-gamma*||z1-z2||^2).
Value
A number, the value of the Gaussian kernel function.
Examples
gamma=0.02
z1=c(3,1,3)
z2=c(8,1,9)
kerGauss(gamma,z1,z2)
[Package KEPTED version 0.2.0 Index]