define_library: Defining Kernel Library
In CVEK: Cross-Validated Kernel Ensemble
Description
Usage
Arguments
Details
Value
Author(s)
See Also
Description
Generate the expected kernel library based on user-specified dataframe.
Usage
1
define_library(kern_par = NULL)
Arguments
kern_par
(dataframe, K*3) A dataframe indicating the parameters of
base kernels to fit kernel effect. See Details.
Details
It creates a kernel library according to the parameters given in kern_par.
* kern_par: for a library of K kernels, the dimension of this dataframe is
K*3. Each row represents a kernel. The first column is method, with entries
of character class. The second and the third are l and p respectively, both
with entries of numeric class.
Value
kern_func_list
(list of length K) A list of kernel functions
given by user. Will be overwritten to linear kernel if kern_par is NULL.
Author(s)
Wenying Deng
See Also
method: generate_kernel
CVEK documentation built on Jan. 8, 2021, 5:42 p.m.
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Description Usage Arguments Details Value Author(s) See Also
Description
Generate the expected kernel library based on user-specified dataframe.
Usage
1 | define_library(kern_par = NULL)
|
Arguments
kern_par |
(dataframe, K*3) A dataframe indicating the parameters of base kernels to fit kernel effect. See Details. |
Details
It creates a kernel library according to the parameters given in kern_par.
* kern_par: for a library of K kernels, the dimension of this dataframe is K*3. Each row represents a kernel. The first column is method, with entries of character class. The second and the third are l and p respectively, both with entries of numeric class.
Value
kern_func_list |
(list of length K) A list of kernel functions given by user. Will be overwritten to linear kernel if kern_par is NULL. |
Author(s)
Wenying Deng
See Also
method: generate_kernel
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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