gcdnet
The (Adaptive) LASSO and Elastic Net Penalized Least Squares, Logistic Regression, Hybrid Huberized Support Vector Machines, Squared Hinge Loss Support Vector Machines and Expectile Regression using a Fast Generalized Coordinate Descent Algorithm
Description
Implements a generalized coordinate descent (GCD) algorithm for computing the solution paths of the hybrid Huberized support vector machine (HHSVM) and its generalizations. Supported models include the (adaptive) LASSO and elastic net penalized least squares, logistic regression, HHSVM, squared hinge loss SVM and expectile regression.
Downloads
244
Last 30 days
12887th
244
Last 90 days
244
Last year
CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
CRAN incoming feasibility
Maintainer: ‘Yi Yang <yi.yang6@mcgill.ca>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Yi",
family = "Yang",
role = c("aut", "cre"),
email = "yi.yang6@mcgill.ca"),
person(given = "Yuwen",
family = "Gu",
role = "aut",
email = "yuwen.gu@uconn.edu"),
person(given = "Hui",
family = "Zou",
role = "aut",
email = "hzou@stat.umn.edu"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Yi Yang <yi.yang6@mcgill.ca>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Yi",
family = "Yang",
role = c("aut", "cre"),
email = "yi.yang6@mcgill.ca"),
person(given = "Yuwen",
family = "Gu",
role = "aut",
email = "yuwen.gu@uconn.edu"),
person(given = "Hui",
family = "Zou",
role = "aut",
email = "hzou@stat.umn.edu"))
as necessary.
*
*
*
*
*
*
*
*
*
*
*
*
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
CRAN incoming feasibility
Maintainer: ‘Yi Yang <yi.yang6@mcgill.ca>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Yi",
family = "Yang",
role = c("aut", "cre"),
email = "yi.yang6@mcgill.ca"),
person(given = "Yuwen",
family = "Gu",
role = "aut",
email = "yuwen.gu@uconn.edu"),
person(given = "Hui",
CRAN incoming feasibility
Maintainer: ‘Yi Yang <yi.yang6@mcgill.ca>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Yi",
family = "Yang",
role = c("aut", "cre"),
email = "yi.yang6@mcgill.ca"),
person(given = "Yuwen",
family = "Gu",
role = "aut",
email = "yuwen.gu@uconn.edu"),
person(given = "Hui",