mlr3learners: Recommended Learners for 'mlr3' (original) (raw)
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.
| Version: | 0.12.0 |
|---|---|
| Depends: | mlr3 (≥ 0.23.0), R (≥ 3.1.0) |
| Imports: | checkmate, data.table, mlr3misc (≥ 0.9.4), paradox (≥ 1.0.0), R6 |
| Suggests: | DiceKriging, e1071, glmnet, kknn, knitr, lgr, MASS, nnet, pracma, ranger, rgenoud, rmarkdown, testthat (≥ 3.0.0), xgboost (≥ 1.6.0) |
| Published: | 2025-05-23 |
| DOI: | 10.32614/CRAN.package.mlr3learners |
| Author: | Michel Lang  [aut], Quay Au [aut], Stefan Coors [aut], Patrick Schratz [aut], Marc Becker [cre, aut], John Zobolas [aut] |
| Maintainer: | Marc Becker |
| BugReports: | https://github.com/mlr-org/mlr3learners/issues |
| License: | LGPL-3 |
| URL: | https://mlr3learners.mlr-org.com,https://github.com/mlr-org/mlr3learners |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | mlr3learners results |
Documentation:
Downloads:
Reverse dependencies:
| Reverse depends: | GenericML, mlr3superlearner |
|---|---|
| Reverse imports: | DoubleML, highMLR, mlr3fairness, mlr3shiny, mlr3verse, sense, SIAMCAT, spFSR |
| Reverse suggests: | counterfactuals, cpi, explainer, MantaID, mcboost, miesmuschel, mlr3benchmark, mlr3filters, mlr3fselect, mlr3hyperband, mlr3mbo, mlr3pipelines, mlr3spatial, mlr3summary, mlr3tuning, mlr3tuningspaces, mlr3viz, mlrintermbo, paradox, survivalsurrogate, vetiver, vivid |
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