Recommended Learners for 'mlr3'

Recommended Learners for 'mlr3'. Extends 'mlr3' and 'mlr3proba' 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.


Reference manual

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0.5.2 by Michel Lang, 4 days ago,

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Browse source code at

Authors: Michel Lang [cre, aut] , Quay Au [aut] , Stefan Coors [aut] , Patrick Schratz [aut]

Documentation:   PDF Manual  

LGPL-3 license

Imports checkmate, data.table, mlr3misc, paradox, R6

Depends on mlr3

Suggests DiceKriging, distr6, e1071, glmnet, kknn, knitr, lgr, MASS, mlr3proba, nnet, pracma, ranger, rgenoud, rmarkdown, testthat, xgboost

Imported by DoubleML, NADIA, highMLR, mlr3shiny, mlr3verse, sense.

Depended on by GenericML.

Suggested by flashlight, mcboost, mlr3benchmark, mlr3filters, mlr3hyperband, mlr3pipelines, mlr3spatial, mlr3tuningspaces, mlr3viz, mlrintermbo, vetiver, vivid.

See at CRAN