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Patrick Schratz edited this page Mar 21, 2020
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The following learners are shipped in their own packages to keep the {mlr3learners} package small.
Not all of them have necessarily been developed by the mlr-org team.
Also, learners might possibly be maintained by external persons.
See the section in the {mlr3learners} README on how to add/request a new learner.
CI | mlr3 Package / Function / Maintainer | mlr3 Learner |
---|---|---|
mlr3learner.ctree partykit:ctree() @be-marc |
classif.ctree regr.ctree
|
|
mlr3learners.extratrees extraTrees::extraTrees() @be-marc |
classif.extraTrees regr.extraTrees
|
|
mlr3learners.fnn FNN::knn() @be-marc |
classif.fnn regr.fnn
|
|
mlr3learners.liblinear LiblineaR::LiblineaR() @be-marc |
classif.liblinearl1l2svc classif.liblinearl1logreg classif.liblinearl2l1svc classif.liblinearl2l2svc classif.liblinearl2logreg classif.liblinearmulticlasssvc regr.liblinearl2l1svr regr.liblinearl2l2svr
|
|
mlr3learners.mboost mboost::gamboost() mboost::glmboost() @be-marc |
CI | mlr3 Package | Package and Function(s) | Maintainer |
---|---|---|---|
mlr3learners.h2o |
h2o::h2o.glm , h2o::h2o.glrm , h2o::h2o.gbm , h2o::h2o.randomForest , h2o::h2o.deeplearning
|
Marc Becker (@be-marc) | |
mlr3learners.countglm | stats::glm |
Philipp Kopper (@pkopper) | |
mlr3learners.Rborist | Rborist::Rborist |
Philipp Kopper (@pkopper) |
It is possible to have a CRAN-like installation via install.packages()
by installing the learners from mlr3learners.drat.
- classif.C50
- cforest, should be with ctree in one "partykit" package
- classif.JRip
- classif.nnet
- all algos from klaR (that mlr2 had)
- regr.cubits
- regr.earth
- every MODERN COOL gaussian process you can find in R