kernelFactory
Kernel Factory: An Ensemble of Kernel Machines
Description
Binary classification based on an ensemble of kernel machines ("Ballings, M. and Van den Poel, D. (2013), Kernel Factory: An Ensemble of Kernel Machines. Expert Systems With Applications, 40(8), 2904-2913"). Kernel factory is an ensemble method where each base classifier (random forest) is fit on the kernel matrix of a subset of the training data.
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Check details (16 non-OK)
CRAN incoming feasibility
Maintainer: ‘Michel Ballings <Michel.Ballings@GMail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Michel",
family = "Ballings",
role = c("aut", "cre"),
email = "michel.ballings@gmail.com"),
person(given = "Dirk",
family = "Van den Poel",
role = "aut"))
as necessary.
Package CITATION file contains call(s) to old-style personList() or
as.personList(). Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
CRAN incoming feasibility
Maintainer: ‘Michel Ballings <Michel.Ballings@GMail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Michel",
family = "Ballings",
role = c("aut", "cre"),
email = "michel.ballings@gmail.com"),
person(given = "Dirk",
family = "Van den Poel",
role = "aut"))
as necessary.
Package CITATION file contains call(s) to old-style personList() or
as.personList(). Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
| ^
Check History
NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
CRAN incoming feasibility
Maintainer: ‘Michel Ballings <Michel.Ballings@GMail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Michel",
family = "Ballings",
role = c("aut", "cre"),
email = "michel.ballings@gmail.com"),
person(given = "Dirk",
family = "Van den Poel",
role = "aut"))
as necessary.
Package CITATION file contains call(s) to old-style pe
CRAN incoming feasibility
Maintainer: ‘Michel Ballings <Michel.Ballings@GMail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Michel",
family = "Ballings",
role = c("aut", "cre"),
email = "michel.ballings@gmail.com"),
person(given = "Dirk",
family = "Van den Poel",
role = "aut"))
as necessary.
Package CITATION file contains call(s) to old-style pe
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
|
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
|
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
|
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
|
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
|
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
|
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
|
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
|
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
|
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
|
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
|
Rd files
checkRd: (-1) kernelFactory.Rd:21: Lost braces; missing escapes or markup?
21 | \item{method}{Can be one of the following: POLynomial kernel function (\code{pol}), LINear kernel function (\code{lin}), Radial Basis kernel Function \code{rbf}), random choice (random={pol, lin, rbf}) (\code{random}), burn- in choice of best function (burn={pol, lin, rbf }) (\code{burn}). Use \code{random} or \code{burn} if you don't know in advance which kernel function is best.}
|