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IRadialBasisKernel Interface |
Interface for Radial Basis Function kernels.
Namespace: Accord.Statistics.Kernels
Assembly: Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0
SyntaxThe IRadialBasisKernel type exposes the following members.
Methods| Name | Description | |
|---|---|---|
 | Function(Double) |
The kernel function.
|
| Function(T, T) |
The kernel function.
(Inherited from IKernelT.) |
Extension Methods| Name | Description | |
|---|---|---|
 | Distance |
Computes the kernel distance for a kernel function even if it doesn't
implement the IDistance interface. Can be used to check
the proper implementation of the distance function.
(Defined by Tools.) |
RemarksA radial basis function (RBF) is a real-valued function whose value depends only on the distance from the origin, so that ϕ(x) = ϕ(||x||); or alternatively on the distance from some other point c, called a center, so that ϕ(x,c) = ϕ(||x−c||). Any function ϕ that satisfies the property ϕ(x) = ϕ(||x||) is a radial function. The norm is usually Euclidean distance, although other distance functions are also possible.
Examples of radial basis kernels include:
References:
- Wikipedia, The Free Encyclopedia. Radial basis functions. Available on: https://en.wikipedia.org/wiki/Radial_basis_function
See Also