Package: mlr3learners Title: Recommended Learners for 'mlr3' Version: 0.16.0 Authors@R: c( person("Michel", "Lang", , "michellang@gmail.com", role = "aut", comment = c(ORCID = "0000-0001-9754-0393")), person("Quay", "Au", , "quayau@gmail.com", role = "aut", comment = c(ORCID = "0000-0002-5252-8902")), person("Stefan", "Coors", , "mail@stefancoors.de", role = "aut", comment = c(ORCID = "0000-0002-7465-2146")), person("Patrick", "Schratz", , "patrick.schratz@gmail.com", role = "aut", comment = c(ORCID = "0000-0003-0748-6624")), person("Marc", "Becker", , "marcbecker@posteo.de", role = c("cre", "aut"), comment = c(ORCID = "0000-0002-8115-0400")), person("John", "Zobolas", , "bblodfon@gmail.com", role = "aut", comment = c(ORCID = "0000-0002-3609-8674")), person("Alexander", "Winterstetter", , "alexanderwinterstetter@gmail.com", role = "ctb"), person("Toby", "Hocking", , "toby.hocking@r-project.org", role = "ctb", comment = c(ORCID = "0000-0002-3146-0865")) ) Description: Recommended Learners for 'mlr3'. Extends 'mlr3' with interfaces to essential machine learning packages on CRAN. This includes, but is not limited to: (penalized) linear and logistic regression, linear and quadratic discriminant analysis, k-nearest neighbors, naive Bayes, support vector machines, and gradient boosting. License: LGPL-3 URL: https://mlr3learners.mlr-org.com, https://github.com/mlr-org/mlr3learners BugReports: https://github.com/mlr-org/mlr3learners/issues Depends: mlr3 (>= 1.8.0), R (>= 3.4.0) Imports: checkmate, data.table, methods, mlr3misc (>= 0.9.4), paradox (>= 1.0.0), R6 Suggests: DiceKriging, e1071, future, glmnet, kknn, knitr, lgr, MASS, mirai, nnet, pracma, ranger, rgenoud, rmarkdown, testthat (>= 3.0.0), xgboost (>= 3.2.0.1) Config/testthat/edition: 3 Encoding: UTF-8 NeedsCompilation: yes Roxygen: list(markdown = TRUE) Collate: 'aaa.R' 'LearnerClassifCVGlmnet.R' 'LearnerClassifGlmnet.R' 'LearnerClassifKKNN.R' 'LearnerClassifLDA.R' 'LearnerClassifLogReg.R' 'LearnerClassifMultinom.R' 'LearnerClassifNaiveBayes.R' 'LearnerClassifNnet.R' 'LearnerClassifQDA.R' 'LearnerClassifRanger.R' 'LearnerClassifSVM.R' 'LearnerClassifXgboost.R' 'LearnerRegrCVGlmnet.R' 'LearnerRegrGlmnet.R' 'LearnerRegrKKNN.R' 'LearnerRegrKM.R' 'LearnerRegrLM.R' 'LearnerRegrNnet.R' 'LearnerRegrRanger.R' 'LearnerRegrSVM.R' 'LearnerRegrXgboost.R' 'bibentries.R' 'helpers.R' 'helpers_glmnet.R' 'helpers_ranger.R' 'helpers_xgboost.R' 'zzz.R' Config/roxygen2/version: 8.1.0 Repository: https://mlr-org.r-universe.dev Date/Publication: 2026-09-08 10:57:45 UTC RemoteUrl: https://github.com/mlr-org/mlr3learners RemoteRef: v0.16.0 RemoteSha: 96bdd606a83efd05ee6af570e13ecc0c81a1c3b5 Packaged: 2026-10-08 11:02:10 UTC; root Author: Michel Lang [aut] (ORCID: ), Quay Au [aut] (ORCID: ), Stefan Coors [aut] (ORCID: ), Patrick Schratz [aut] (ORCID: ), Marc Becker [cre, aut] (ORCID: ), John Zobolas [aut] (ORCID: ), Alexander Winterstetter [ctb], Toby Hocking [ctb] (ORCID: ) Maintainer: Marc Becker