{
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  "Package": "mlr3learners",
  "Title": "Recommended Learners for 'mlr3'",
  "Version": "0.16.0",
  "Authors@R": "c(\nperson(\"Michel\", \"Lang\", , \"michellang@gmail.com\", role = \"aut\",\ncomment = c(ORCID = \"0000-0001-9754-0393\")),\nperson(\"Quay\", \"Au\", , \"quayau@gmail.com\", role = \"aut\",\ncomment = c(ORCID = \"0000-0002-5252-8902\")),\nperson(\"Stefan\", \"Coors\", , \"mail@stefancoors.de\", role = \"aut\",\ncomment = c(ORCID = \"0000-0002-7465-2146\")),\nperson(\"Patrick\", \"Schratz\", , \"patrick.schratz@gmail.com\", role = \"aut\",\ncomment = c(ORCID = \"0000-0003-0748-6624\")),\nperson(\"Marc\", \"Becker\", , \"marcbecker@posteo.de\", role = c(\"cre\", \"aut\"),\ncomment = c(ORCID = \"0000-0002-8115-0400\")),\nperson(\"John\", \"Zobolas\", , \"bblodfon@gmail.com\", role = \"aut\",\ncomment = c(ORCID = \"0000-0002-3609-8674\")),\nperson(\"Alexander\", \"Winterstetter\", , \"alexanderwinterstetter@gmail.com\", role = \"ctb\"),\nperson(\"Toby\", \"Hocking\", , \"toby.hocking@r-project.org\", role = \"ctb\",\ncomment = c(ORCID = \"0000-0002-3146-0865\"))\n)",
  "Description": "Recommended Learners for 'mlr3'. Extends 'mlr3' with\ninterfaces to essential machine learning packages on CRAN. This\nincludes, but is not limited to: (penalized) linear and\nlogistic regression, linear and quadratic discriminant\nanalysis, k-nearest neighbors, naive Bayes, support vector\nmachines, and gradient boosting.",
  "License": "LGPL-3",
  "URL": "https://mlr3learners.mlr-org.com,\nhttps://github.com/mlr-org/mlr3learners",
  "BugReports": "https://github.com/mlr-org/mlr3learners/issues",
  "Config/testthat/edition": "3",
  "Encoding": "UTF-8",
  "NeedsCompilation": "yes",
  "Roxygen": "list(markdown = TRUE)",
  "Collate": "'aaa.R' 'LearnerClassifCVGlmnet.R' 'LearnerClassifGlmnet.R'\n'LearnerClassifKKNN.R' 'LearnerClassifLDA.R'\n'LearnerClassifLogReg.R' 'LearnerClassifMultinom.R'\n'LearnerClassifNaiveBayes.R' 'LearnerClassifNnet.R'\n'LearnerClassifQDA.R' 'LearnerClassifRanger.R'\n'LearnerClassifSVM.R' 'LearnerClassifXgboost.R'\n'LearnerRegrCVGlmnet.R' 'LearnerRegrGlmnet.R'\n'LearnerRegrKKNN.R' 'LearnerRegrKM.R' 'LearnerRegrLM.R'\n'LearnerRegrNnet.R' 'LearnerRegrRanger.R' 'LearnerRegrSVM.R'\n'LearnerRegrXgboost.R' 'bibentries.R' 'helpers.R'\n'helpers_glmnet.R' 'helpers_ranger.R' 'helpers_xgboost.R'\n'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",
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  "Packaged": {
    "Date": "2026-10-08 11:02:10 UTC",
    "User": "root"
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  "Author": "Michel Lang [aut] (ORCID: <https://orcid.org/0000-0001-9754-0393>),\nQuay Au [aut] (ORCID: <https://orcid.org/0000-0002-5252-8902>),\nStefan Coors [aut] (ORCID: <https://orcid.org/0000-0002-7465-2146>),\nPatrick Schratz [aut] (ORCID: <https://orcid.org/0000-0003-0748-6624>),\nMarc Becker [cre, aut] (ORCID: <https://orcid.org/0000-0002-8115-0400>),\nJohn Zobolas [aut] (ORCID: <https://orcid.org/0000-0002-3609-8674>),\nAlexander Winterstetter [ctb],\nToby Hocking [ctb] (ORCID: <https://orcid.org/0000-0002-3146-0865>)",
  "Maintainer": "Marc Becker <marcbecker@posteo.de>",
  "_user": "mlr-org",
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  "_created": "2026-10-08T11:02:10.000Z",
  "_published": "2026-10-08T11:39:21.128Z",
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    "LearnerClassifMultinom",
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    "LearnerClassifNnet",
    "LearnerClassifQDA",
    "LearnerClassifRanger",
    "LearnerClassifSVM",
    "LearnerClassifXgboost",
    "LearnerRegrCVGlmnet",
    "LearnerRegrGlmnet",
    "LearnerRegrKKNN",
    "LearnerRegrKM",
    "LearnerRegrLM",
    "LearnerRegrNnet",
    "LearnerRegrRanger",
    "LearnerRegrSVM",
    "LearnerRegrXgboost"
  ],
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      "page": "mlr3learners-package",
      "title": "mlr3learners: Recommended Learners for 'mlr3'",
      "topics": [
        "mlr3learners-package",
        "mlr3learners"
      ]
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    {
      "page": "mlr_learners_classif.cv_glmnet",
      "title": "GLM with Elastic Net Regularization Classification Learner",
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        "mlr_learners_classif.cv_glmnet"
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    {
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      "title": "GLM with Elastic Net Regularization Classification Learner",
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        "mlr_learners_classif.glmnet"
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    {
      "page": "mlr_learners_classif.kknn",
      "title": "k-Nearest-Neighbor Classification Learner",
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      "topics": [
        "LearnerClassifKKNN",
        "mlr_learners_classif.kknn"
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    {
      "page": "mlr_learners_classif.lda",
      "title": "Linear Discriminant Analysis Classification Learner",
      "concept": [
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        "LearnerClassifLDA",
        "mlr_learners_classif.lda"
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    {
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      "title": "Logistic Regression Classification Learner",
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        "mlr_learners_classif.log_reg"
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    {
      "page": "mlr_learners_classif.multinom",
      "title": "Multinomial log-linear learner via neural networks",
      "concept": [
        "Learner"
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      "topics": [
        "LearnerClassifMultinom",
        "mlr_learners_classif.multinom"
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    {
      "page": "mlr_learners_classif.naive_bayes",
      "title": "Naive Bayes Classification Learner",
      "concept": [
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