materndot: ARD Matern Kernel (Kappa fixed at 3/2) (kernlab compatible)
In abnormally-distributed/cvreg: Cross Validation and Robust Estimation Utilities
Description
Usage
Arguments
Details
Value
Examples
Description
This is an additional kernel function that can be
used with kernlab functions. The Matern kernel is defined as follows:
K(x, y) = σ^2 * (1 + √(3)* ||x-y||) * exp(- √{3} * ||x-y||)
Usage
1
Arguments
sigma
a scale parameter
Details
This is the automatic relevance detection variant of the materndot kernel
with the complexity parameter κ fixed at 3/2. It takes one user specified
parameter, sigma, which is set to 1 by default.
Value
a kernel class function
Examples
1
materndot(1)
abnormally-distributed/cvreg documentation built on May 3, 2020, 3:45 p.m.
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Description Usage Arguments Details Value Examples
Description
This is an additional kernel function that can be used with kernlab functions. The Matern kernel is defined as follows:
K(x, y) = σ^2 * (1 + √(3)* ||x-y||) * exp(- √{3} * ||x-y||)
Usage
1 |
Arguments
sigma |
a scale parameter |
Details
This is the automatic relevance detection variant of the materndot kernel with the complexity parameter κ fixed at 3/2. It takes one user specified parameter, sigma, which is set to 1 by default.
Value
a kernel class function
Examples
1 | materndot(1)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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