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ILinear Interface |
Kernel function interface.
Namespace: Accord.Statistics.Kernels
Assembly: Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0
SyntaxThe ILinear type exposes the following members.
Methods| Name | Description | |
|---|---|---|
 | Add |
Elementwise addition of a and b, storing in result.
(Inherited from ILinearT.) |
| Compress |
Compress a set of support vectors and weights into a single
parameter vector.
(Inherited from ILinearT.) |
| CreateVector |
Creates an input vector from the given double values.
(Inherited from ILinearT.) |
| Function(Double, T) |
The kernel function.
(Inherited from ILinearT.) |
| GetLength |
Gets the number of parameters in the input vectors.
(Inherited from ILinearT.) |
| Product(Double, T, Double) |
Elementwise multiplication of scalar a and vector b, accumulating in result.
(Inherited from ILinearT.) |
| Product(Double, T, Double) |
Elementwise multiplication of vector a and vector b, accumulating in result.
(Inherited from ILinearT.) |
| ToDouble |
Converts the input vectors to a double-precision representation.
(Inherited from ILinearT.) |
RemarksIn Machine Learning and statistics, a Kernel is a function that returns the value of the dot product between the images of the two arguments.
k(x,y) = ‹S(x),S(y)›
References:
See Also