Description
Package implements Kernel-based Regularized Least Squares (KRLS), a machine learning method to fit multidimensional functions y=f(x) for regression and classification problems without relying on linearity or additivity assumptions. KRLS finds the best fitting function by minimizing the squared loss of a Tikhonov regularization problem, using Gaussian kernels as radial basis functions. For further details see Hainmueller and Hazlett (2014).
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Check details (2 non-OK)
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Jens Hainmueller <jhain@stanford.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Jens", "Hainmueller", "Chad", "Hazlett"),
family = "(UCLA)",
role = "aut",
comment = "UCLA"),
person(given = "Jens",
family = "Hainmueller",
role = "cre",
email = "jhain@stanford.edu"))
as necessary.
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘krls.Rd’:
\keyword{multivariate, smooth, kernels, machine le [TRUNCATED]
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Jens Hainmueller <jhain@stanford.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Jens", "Hainmueller", "Chad", "Hazlett"),
family = "(UCLA)",
role = "aut",
comment = "UCLA"),
person(given = "Jens",
family = "Hainmueller",
role = "cre",
email = "jhain@stanford.edu"))
as necessary.
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘krls.Rd’:
\keyword{multivariate, smooth, kernels, machine le [TRUNCATED]
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Jens Hainmueller <jhain@stanford.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Jens", "Hainmueller", "Chad", "Hazlett"),
family = "(UCLA)",
...[truncated]...
= "cre",
email = "jhain@stanford.edu"))
as necessary.
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘krls.Rd’:
\keyword{multivariate, smooth, kernels, machine le [TRUNCATED]
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Jens Hainmueller <jhain@stanford.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Jens", "Hainmueller", "Chad", "Hazlett"),
family = "(UCLA)",
...[truncated]...
= "cre",
email = "jhain@stanford.edu"))
as necessary.
Found the following \keyword or \concept entries
which likely give several index terms:
File ‘krls.Rd’:
\keyword{multivariate, smooth, kernels, machine le [TRUNCATED]