Package: mlr3extralearners 1.5.2

Sebastian Fischer

mlr3extralearners: Extra Learners For mlr3

Extra learners for use in mlr3.

Authors:Raphael Sonabend [aut], Patrick Schratz [aut], Lorenz A. Kapsner [ctb], Lennart Schneider [ctb], Stephen A Lauer [ctb], Pierre Camilleri [ctb], Javier García [ctb], Keenan Ganz [ctb], Byron Jaeger [ctb], Sebastian Fischer [cre, aut], Zezhi Wang [ctb], John Zobolas [aut], Lukas Burk [ctb], Lona Koers [ctb], Anna Nazarova [ctb], Baisu Zhou [ctb], Marc Becker [ctb], Nikolai German [ctb], Alexander Winterstetter [ctb], Imad El Badisy [ctb]

mlr3extralearners_1.5.2.tar.gz
mlr3extralearners_1.5.2.zip(r-4.7)mlr3extralearners_1.5.2.zip(r-4.6)mlr3extralearners_1.5.2.zip(r-4.5)
mlr3extralearners_1.5.2.tgz(r-4.6-any)mlr3extralearners_1.5.2.tgz(r-4.5-any)
mlr3extralearners_1.5.2.tar.gz(r-4.7-any)mlr3extralearners_1.5.2.tar.gz(r-4.6-any)
mlr3extralearners_1.5.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
mlr3extralearners/json (API)
NEWS

# Install 'mlr3extralearners' in R:

install.packages('mlr3extralearners', repos = c('https://mlr-org.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mlr-org/mlr3extralearners/issues

Pkgdown/docs site:https://mlr3extralearners.mlr-org.com

On CRAN:

machine-learning mlr3

9.99 score 115 stars 720 scripts 184 exports 118 dependencies

Last updated from:ad16c88219 (on v1.5.2). Checks:7 ERROR, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	ERROR	2193
source / vignettes	OK	524
linux-release-x86_64	ERROR	2078
macos-release-arm64	ERROR	1289
macos-oldrel-arm64	ERROR	1195
windows-devel	ERROR	1953
windows-release	ERROR	2134
windows-oldrel	ERROR	1930
wasm-release	OK	321

Exports:install_learners learner_is_runnable LearnerClassifAbess LearnerClassifAdabag LearnerClassifAdaBoosting LearnerClassifAdaBoostM1 LearnerClassifBart LearnerClassifBayesNet LearnerClassifBlockForest LearnerClassifBst LearnerClassifC50 LearnerClassifCatboost LearnerClassifCForest LearnerClassifCTree LearnerClassifDbnDNN LearnerClassifDecisionStump LearnerClassifDecisionTable LearnerClassifDiagLda LearnerClassifEarth LearnerClassifEvtree LearnerClassifExhaustiveSearch LearnerClassifFastai LearnerClassifFNN LearnerClassifGam LearnerClassifGAMBoost LearnerClassifGausspr LearnerClassifGBM LearnerClassifGLMBoost LearnerClassifGlmer LearnerClassifH2ODeeplearning LearnerClassifH2OGBM LearnerClassifH2OGLM LearnerClassifH2ORandomForest LearnerClassifIBk LearnerClassifImbalancedRandomForestSRC LearnerClassifJ48 LearnerClassifJRip LearnerClassifKnn LearnerClassifKStar LearnerClassifKSVM LearnerClassifLiblineaR LearnerClassifLightGBM LearnerClassifLMT LearnerClassifLogistic LearnerClassifLSSVM LearnerClassifLvq1 LearnerClassifMda LearnerClassifMdeb LearnerClassifMLP LearnerClassifMob LearnerClassifMultilayerPerceptron LearnerClassifNaiveBayesMultinomial LearnerClassifNaiveBayesWeka LearnerClassifNCVreg LearnerClassifNeuralnet LearnerClassifNNTrain LearnerClassifObliqueRandomForest LearnerClassifOneR LearnerClassifPART LearnerClassifPenalized LearnerClassifPlsdaCaret LearnerClassifPolyFit LearnerClassifPriorityLasso LearnerClassifRandomForest LearnerClassifRandomForestSRC LearnerClassifRandomForestWeka LearnerClassifRandomTree LearnerClassifRda LearnerClassifREPTree LearnerClassifRferns LearnerClassifRotationForest LearnerClassifSaeDNN LearnerClassifSda LearnerClassifSdlda LearnerClassifSGD LearnerClassifSimpleLogistic LearnerClassifSMO LearnerClassifSparseLDA LearnerClassifStepPlr LearnerClassifTabPFN LearnerClassifVotedPerceptron LearnerCompRisksCoxboost LearnerCompRisksRandomForestSRC LearnerRegrAbess LearnerRegrBart LearnerRegrBcart LearnerRegrBgp LearnerRegrBgpllm LearnerRegrBlm LearnerRegrBlockForest LearnerRegrBotorchFullyBayesian LearnerRegrBotorchMixedSingleTaskGP LearnerRegrBotorchSingleTaskGP LearnerRegrBrnn LearnerRegrBst LearnerRegrBtgp LearnerRegrBtgpllm LearnerRegrBtlm LearnerRegrCatboost LearnerRegrCForest LearnerRegrCrs LearnerRegrCTree LearnerRegrCubist LearnerRegrDecisionStump LearnerRegrDecisionTable LearnerRegrEarth LearnerRegrEvtree LearnerRegrExhaustiveSearch LearnerRegrFNN LearnerRegrFrbs LearnerRegrGam LearnerRegrGAMBoost LearnerRegrGaussianProcesses LearnerRegrGausspr LearnerRegrGBM LearnerRegrGlm LearnerRegrGLMBoost LearnerRegrGPfit LearnerRegrH2ODeeplearning LearnerRegrH2OGBM LearnerRegrH2OGLM LearnerRegrH2ORandomForest LearnerRegrIBk LearnerRegrKStar LearnerRegrKSVM LearnerRegrLaGP LearnerRegrLiblineaR LearnerRegrLightGBM LearnerRegrLinearRegression LearnerRegrLmer LearnerRegrM5P LearnerRegrM5Rules LearnerRegrMars LearnerRegrMob LearnerRegrMQGam LearnerRegrMultilayerPerceptron LearnerRegrNCVreg LearnerRegrObliqueRandomForest LearnerRegrPcr LearnerRegrPenalized LearnerRegrPlsr LearnerRegrPoly LearnerRegrPriorityLasso LearnerRegrQGam LearnerRegrRandomForest LearnerRegrRandomForestSRC LearnerRegrRandomForestWeka LearnerRegrRandomTree LearnerRegrREPTree LearnerRegrRRF LearnerRegrRSM LearnerRegrRVM LearnerRegrSGD LearnerRegrSimpleLinearRegression LearnerRegrSMOreg LearnerRegrTabPFN LearnerSurvAorsf LearnerSurvBlackBoost LearnerSurvBlockForest LearnerSurvCForest LearnerSurvCoxboost LearnerSurvCTree LearnerSurvCVCoxboost LearnerSurvCVGlmnet LearnerSurvDNN LearnerSurvFlexReg LearnerSurvFlexSpline LearnerSurvGAMBoost LearnerSurvGamCox LearnerSurvGBM LearnerSurvGLMBoost LearnerSurvGlmnet LearnerSurvLearnerSurvBART LearnerSurvMBoost LearnerSurvNCVsurv LearnerSurvNelson LearnerSurvPenalized LearnerSurvPriorityLasso LearnerSurvRandomForestSRC LearnerSurvRanger LearnerSurvSVM LearnerSurvXgboostAFT LearnerSurvXgboostCox list_mlr3learners

Dependencies:backports base64enc bslib cachem checkmate cli cluster cmprsk codetools colorspace cpp11 data.table diagram dictionar6 digest distr6 doParallel evaluate farver fastmap fontawesome foreach foreign Formula fs future future.apply ggplot2 glmnet globals glue gridExtra gtable highr Hmisc htmlTable htmltools htmlwidgets isoband iterators jquerylib jsonlite KernSmooth knitr labeling lattice lava lgr lifecycle listenv magrittr MASS Matrix MatrixModels memoise mets mime mirai mlbench mlr3 mlr3cmprsk mlr3measures mlr3misc mlr3pipelines mlr3proba multcomp mvtnorm nanonext nlme nnet numDeriv ooplah palmerpenguins paradox parallelly param6 plotrix polspline prodlim progressr PRROC Publish quantreg R6 ranger rappdirs RColorBrewer Rcpp RcppArmadillo RcppEigen riskRegression rlang rmarkdown rms rpart rstudioapi S7 sandwich sass scales set6 shape SparseM SQUAREM stringi stringr survdistr survival TH.data timereg tinytex uuid vctrs viridisLite withr xfun yaml zoo

Common Issues when Creating a new Learner

Rendered fromcommon_issues.Rmdusingknitr::rmarkdownon May 22 2026.

Last update: 2025-08-19
Started: 2024-08-13

Creating a new Learner

Rendered fromextending.Rmdusingknitr::rmarkdownon May 22 2026.

Last update: 2026-02-03
Started: 2023-06-26

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
mlr3extralearners: Extra Learners For mlr3	mlr3extralearners-package mlr3extralearners
Assert Python Packages	assert_python_packages
Install Learner Dependencies	install_learners
List Learners in mlr3verse	list_mlr3learners
Classification Abess Learner	LearnerClassifAbess mlr_learners_classif.abess
Classification Boosting Learner	LearnerClassifAdaBoosting mlr_learners_classif.ada
Classification Boosting Learner	LearnerClassifAdabag mlr_learners_classif.adabag
Classification AdaBoostM1 Learner	LearnerClassifAdaBoostM1 mlr_learners_classif.AdaBoostM1
Oblique Random Forest Classifier	LearnerClassifObliqueRandomForest mlr_learners_classif.aorsf
Classification BART (Bayesian Additive Regression Trees) Learner	LearnerClassifBart mlr_learners_classif.bart
Classification Bayes Network Learner	LearnerClassifBayesNet mlr_learners_classif.bayes_net
BlockForest Classification Learner	LearnerClassifBlockForest mlr_learners_classif.blockforest
Classification Gradient Boosting Learner	LearnerClassifBst mlr_learners_classif.bst
Classification C5.0 Learner	LearnerClassifC50 mlr_learners_classif.C50
Gradient Boosted Decision Trees Classification Learner	LearnerClassifCatboost mlr_learners_classif.catboost
Classification Conditional Random Forest Learner	LearnerClassifCForest mlr_learners_classif.cforest
Classification Conditional Inference Tree Learner	LearnerClassifCTree mlr_learners_classif.ctree
Cross-Validated MCP- or SCAD-penalized Classification Learner	LearnerClassifNCVreg mlr_learners_classif.cv_ncvreg
Deep Neural Network with DBN Pretraining Learner	LearnerClassifDbnDNN mlr_learners_classif.dbnDNN
Classification Decision Stump Learner	LearnerClassifDecisionStump mlr_learners_classif.decision_stump
Classification Decision Table Learner	LearnerClassifDecisionTable mlr_learners_classif.decision_table
Classification Diagonal Linear Discriminant Analysis Learner	LearnerClassifDiagLda mlr_learners_classif.dlda
Classification MARS (Multivariate Adaptive Regression Splines) Learner	LearnerClassifEarth mlr_learners_classif.earth
Classification Decision Tree Learner	LearnerClassifEvtree mlr_learners_classif.evtree
Logistic Regression with Exhaustive Search	LearnerClassifExhaustiveSearch mlr_learners_classif.exhaustive_search
Classification Neural Network Learner	LearnerClassifFastai mlr_learners_classif.fastai
Fast Nearest Neighbour Classification	LearnerClassifFNN mlr_learners_classif.fnn
Classification Generalized Additive Model Learner	LearnerClassifGam mlr_learners_classif.gam
Boosted Generalized Additive Classification Learner	LearnerClassifGAMBoost mlr_learners_classif.gamboost
Classification Gaussian Process Learner	LearnerClassifGausspr mlr_learners_classif.gausspr
Gradient Boosting Classification Learner	LearnerClassifGBM mlr_learners_classif.gbm
Boosted Generalized Linear Classification Learner	LearnerClassifGLMBoost mlr_learners_classif.glmboost
Classification Linear Mixed Effect Learner	LearnerClassifGlmer mlr_learners_classif.glmer
Classification H2O Deep Learning Learner	LearnerClassifH2ODeeplearning mlr_learners_classif.h2o.deeplearning
Classification H2O GBM Learner	LearnerClassifH2OGBM mlr_learners_classif.h2o.gbm
Classification H2O GLM Learner	LearnerClassifH2OGLM mlr_learners_classif.h2o.glm
Classification H2O Random Forest Learner	LearnerClassifH2ORandomForest mlr_learners_classif.h2o.randomForest
Classification IBk Learner	LearnerClassifIBk mlr_learners_classif.IBk
Classification Imbalanced Random Forest Src Learner	LearnerClassifImbalancedRandomForestSRC mlr_learners_classif.imbalanced_rfsrc
Classification J48 Learner	LearnerClassifJ48 mlr_learners_classif.J48
Classification JRip Learner	LearnerClassifJRip mlr_learners_classif.JRip
Classification K-nearest Neighbour Learner	LearnerClassifKnn mlr_learners_classif.knn
Classification KStar Learner	LearnerClassifKStar mlr_learners_classif.kstar
Classification Kernlab Support Vector Machine	LearnerClassifKSVM mlr_learners_classif.ksvm
LiblineaR Classification Learner	LearnerClassifLiblineaR mlr_learners_classif.liblinear
Classification LightGBM Learner	LearnerClassifLightGBM mlr_learners_classif.lightgbm
Classification Logistic Model Trees Learner	LearnerClassifLMT mlr_learners_classif.LMT
Classification Logistic Regression Learner	LearnerClassifLogistic mlr_learners_classif.logistic
Classification Least Squares Support Vector Machine Learner	LearnerClassifLSSVM mlr_learners_classif.lssvm
Classification Learning Vector Quantization 1	LearnerClassifLvq1 mlr_learners_classif.lvq1
Classification Discriminant Analysis Learner	LearnerClassifMda mlr_learners_classif.mda
Classification Linear Discriminant Analysis Learner	LearnerClassifMdeb mlr_learners_classif.mdeb
Classification Multilayer Perceptron Learner	LearnerClassifMLP mlr_learners_classif.mlp
Classification Model-based Recursive Partitioning Learner	LearnerClassifMob mlr_learners_classif.mob
Classification MultilayerPerceptron Learner	LearnerClassifMultilayerPerceptron mlr_learners_classif.multilayer_perceptron
Classification Multinomial Naive Bayes Learner From Weka	LearnerClassifNaiveBayesMultinomial mlr_learners_classif.naive_bayes_multinomial
Classification Naive Bayes Learner From Weka	LearnerClassifNaiveBayesWeka mlr_learners_classif.naive_bayes_weka
Classification Neural Network Learner	LearnerClassifNeuralnet mlr_learners_classif.neuralnet
Classification Neural Network Learner	LearnerClassifNNTrain mlr_learners_classif.nnTrain
Classification OneR Learner	LearnerClassifOneR mlr_learners_classif.OneR
Classification PART Learner	LearnerClassifPART mlr_learners_classif.PART
Classification L1 and L2 Penalized Learner	LearnerClassifPenalized mlr_learners_classif.penalized
Partial Least Squares Discriminant Analysis Learner	LearnerClassifPlsdaCaret mlr_learners_classif.plsdaCaret
Polynomial GLM Learner	LearnerClassifPolyFit mlr_learners_classif.polyFit
Classification Priority Lasso Learner	LearnerClassifPriorityLasso mlr_learners_classif.priority_lasso
Classification Random Forest Learner from Weka	LearnerClassifRandomForestWeka mlr_learners_classif.random_forest_weka
Classification Random Tree Learner	LearnerClassifRandomTree mlr_learners_classif.random_tree
Classification Random Forest Learner	LearnerClassifRandomForest mlr_learners_classif.randomForest
Classification Discriminant Analysis Learner	LearnerClassifRda mlr_learners_classif.rda
Classification Decision Tree Learner	LearnerClassifREPTree mlr_learners_classif.reptree
Random Ferns Classification Learner	LearnerClassifRferns mlr_learners_classif.rFerns
Classification Random Forest SRC Learner	LearnerClassifRandomForestSRC mlr_learners_classif.rfsrc
Classification Rotation Forest Learner	LearnerClassifRotationForest mlr_learners_classif.rotationForest
Classification Stacked Autoencoder Deep Neural Network Learner	LearnerClassifSaeDNN mlr_learners_classif.saeDNN
Shrinkage Discriminant Analysis	LearnerClassifSda mlr_learners_classif.sda
Classification Linear Discriminant Analysis Learner	LearnerClassifSdlda mlr_learners_classif.sdlda
Classification Stochastic Gradient Descent Learner	LearnerClassifSGD mlr_learners_classif.sgd
Classification SimpleLogistic Learner	LearnerClassifSimpleLogistic mlr_learners_classif.simple_logistic
Classification Support Vector Machine Learner	LearnerClassifSMO mlr_learners_classif.smo
Sparse Discriminant Analysis	LearnerClassifSparseLDA mlr_learners_classif.sparseLDA
Classification Logistic Regression Learner	LearnerClassifStepPlr mlr_learners_classif.stepPlr
TabPFN Classification Learner	LearnerClassifTabPFN mlr_learners_classif.tabpfn
Classification Voted Perceptron Learner	LearnerClassifVotedPerceptron mlr_learners_classif.voted_perceptron
Competing Risks Cox Learner with Likelihood Based Boosting	LearnerCompRisksCoxboost mlr_learners_cmprsk.coxboost
Random Forest Competing Risks Learner	LearnerCompRisksRandomForestSRC mlr_learners_cmprsk.rfsrc
Regression Abess Learner	LearnerRegrAbess mlr_learners_regr.abess
Oblique Random Forest Regressor	LearnerRegrObliqueRandomForest mlr_learners_regr.aorsf
Regression BART (Bayesian Additive Regression Trees) Learner	LearnerRegrBart mlr_learners_regr.bart
Regression Bayesian CART Learner	LearnerRegrBcart mlr_learners_regr.bcart
Regression Bayesian Gaussian Process Learner	LearnerRegrBgp mlr_learners_regr.bgp
Regression Bayesian Gaussian Process LLM Learner	LearnerRegrBgpllm mlr_learners_regr.bgpllm
Regression Bayesian Linear Model Learner	LearnerRegrBlm mlr_learners_regr.blm
BlockForest Regression Learner	LearnerRegrBlockForest mlr_learners_regr.blockforest
BoTorch Fully Bayesian SingleTaskGP Regression Learner	LearnerRegrBotorchFullyBayesian mlr_learners_regr.botorch_fullybayesian
BoTorch MixedSingleTaskGP Regression Learner	LearnerRegrBotorchMixedSingleTaskGP mlr_learners_regr.botorch_mixedsingletaskgp
BoTorch SingleTaskGP Regression Learner	LearnerRegrBotorchSingleTaskGP mlr_learners_regr.botorch_singletaskgp
Regression Neural Network Learner	LearnerRegrBrnn mlr_learners_regr.brnn
Regression Gradient Boosting Learner	LearnerRegrBst mlr_learners_regr.bst
Regression Bayesian Treed Gaussian Process Learner	LearnerRegrBtgp mlr_learners_regr.btgp
Regression Bayesian Treed Gaussian Process LLM Learner	LearnerRegrBtgpllm mlr_learners_regr.btgpllm
Regression Bayesian Treed Linear Model Learner	LearnerRegrBtlm mlr_learners_regr.btlm
Gradient Boosted Decision Trees Regression Learner	LearnerRegrCatboost mlr_learners_regr.catboost
Regression Conditional Random Forest Learner	LearnerRegrCForest mlr_learners_regr.cforest
Regression Splines Learner	LearnerRegrCrs mlr_learners_regr.crs
Regression Conditional Inference Tree Learner	LearnerRegrCTree mlr_learners_regr.ctree
Regression Cubist Learner	LearnerRegrCubist mlr_learners_regr.cubist
Cross-Validated MCP- or SCAD-penalized Regression Learner	LearnerRegrNCVreg mlr_learners_regr.cv_ncvreg
Regression Decision Stump Learner	LearnerRegrDecisionStump mlr_learners_regr.decision_stump
Regression Decision Table Learner	LearnerRegrDecisionTable mlr_learners_regr.decision_table
Implementation of Multivariate Adaptive Regression Splines	LearnerRegrEarth mlr_learners_regr.earth
Regression Decision Tree Learner	LearnerRegrEvtree mlr_learners_regr.evtree
Linear Regression with Exhaustive Search	LearnerRegrExhaustiveSearch mlr_learners_regr.exhaustive_search
Regression Fast Nearest Neighbor Search Learner	LearnerRegrFNN mlr_learners_regr.fnn
Regression Fuzzy Rule-based System Learner	LearnerRegrFrbs mlr_learners_regr.frbs
Regression Generalized Additive Model Learner	LearnerRegrGam mlr_learners_regr.gam
Boosted Generalized Additive Regression Learner	LearnerRegrGAMBoost mlr_learners_regr.gamboost
Regression Gaussian Processes Learner From Weka	LearnerRegrGaussianProcesses mlr_learners_regr.gaussian_processes
Regression Gaussian Process Learner	LearnerRegrGausspr mlr_learners_regr.gausspr
Regression Gradient Boosting Machine Learner	LearnerRegrGBM mlr_learners_regr.gbm
Generalized Linear Regression	LearnerRegrGlm mlr_learners_regr.glm
Boosted Generalized Linear Regression Learner	LearnerRegrGLMBoost mlr_learners_regr.glmboost
Regression Gaussian Process Learner (GPfit)	LearnerRegrGPfit mlr_learners_regr.gpfit
Regression H2O Deep Learning Learner	LearnerRegrH2ODeeplearning mlr_learners_regr.h2o.deeplearning
Regression H2O GBM Learner	LearnerRegrH2OGBM mlr_learners_regr.h2o.gbm
Generalized Linear Regression H2O Learner	LearnerRegrH2OGLM mlr_learners_regr.h2o.glm
Regression H2O Random Forest Learner	LearnerRegrH2ORandomForest mlr_learners_regr.h2o.randomForest
Regression IBk Learner	LearnerRegrIBk mlr_learners_regr.IBk
Regression KStar Learner	LearnerRegrKStar mlr_learners_regr.kstar
Regression Kernlab Support Vector Machine	LearnerRegrKSVM mlr_learners_regr.ksvm
Regression Local Approximate Gaussian Process Learner	LearnerRegrLaGP mlr_learners_regr.laGP
L2-Regularized Support Vector Regression Learner	LearnerRegrLiblineaR mlr_learners_regr.liblinear
Regression LightGBM Learner	LearnerRegrLightGBM mlr_learners_regr.lightgbm
Regression Linear Regression Learner From Weka	LearnerRegrLinearRegression mlr_learners_regr.linear_regression
Regression Linear Mixed Effects Learner	LearnerRegrLmer mlr_learners_regr.lmer
Regression M5P Learner	LearnerRegrM5P mlr_learners_regr.m5p
Regression M5Rules Learner	LearnerRegrM5Rules mlr_learners_regr.M5Rules
Regression Mars Learner	LearnerRegrMars mlr_learners_regr.mars
Regression Model-based Recursive Partitioning Learner	LearnerRegrMob mlr_learners_regr.mob
Generalized Additive Quantile Regression Model for Multiple Quantiles	LearnerRegrMQGam mlr_learners_regr.mqgam
Regression MultilayerPerceptron Learner	LearnerRegrMultilayerPerceptron mlr_learners_regr.multilayer_perceptron
Principal Component Regression Learner	LearnerRegrPcr mlr_learners_regr.pcr
Regression L1 and L2 Penalized Learner	LearnerRegrPenalized mlr_learners_regr.penalized
Partial Least Squares Regression	LearnerRegrPlsr mlr_learners_regr.plsr
Polynomial Regression Learner	LearnerRegrPoly mlr_learners_regr.polyFit
Regression Priority Lasso Learner	LearnerRegrPriorityLasso mlr_learners_regr.priority_lasso
Generalized Additive Quantile Regression Model	LearnerRegrQGam mlr_learners_regr.qgam
Regression Random Forest Learner from Weka	LearnerRegrRandomForestWeka mlr_learners_regr.random_forest_weka
Regression Random Tree Learner	LearnerRegrRandomTree mlr_learners_regr.random_tree
Regression Random Forest Learner	LearnerRegrRandomForest mlr_learners_regr.randomForest
Regression Decision Tree Learner	LearnerRegrREPTree mlr_learners_regr.reptree
Regression Random Forest SRC Learner	LearnerRegrRandomForestSRC mlr_learners_regr.rfsrc
Regression Regularized Random Forest Learner	LearnerRegrRRF mlr_learners_regr.RRF
Regression Response Surface Model Learner	LearnerRegrRSM mlr_learners_regr.rsm
Regression Relevance Vector Machine Learner	LearnerRegrRVM mlr_learners_regr.rvm
Regression Stochastic Gradient Descent Learner	LearnerRegrSGD mlr_learners_regr.sgd
Regression SimpleLinearRegression Learner from Weka	LearnerRegrSimpleLinearRegression mlr_learners_regr.simple_linear_regression
Regression Support Vector Machine Learner	LearnerRegrSMOreg mlr_learners_regr.smo_reg
TabPFN Regression Learner	LearnerRegrTabPFN mlr_learners_regr.tabpfn
Accelerated Oblique Random Survival Forest Learner	LearnerSurvAorsf mlr_learners_surv.aorsf
Survival Bayesian Additive Regression Trees Learner	LearnerSurvLearnerSurvBART mlr_learners_surv.bart
Gradient Boosting with Regression Trees Survival Learner	LearnerSurvBlackBoost mlr_learners_surv.blackboost
BlockForest Survival Learner	LearnerSurvBlockForest mlr_learners_surv.blockforest
Survival Conditional Random Forest Learner	LearnerSurvCForest mlr_learners_surv.cforest
Survival Cox Model with Likelihood Based Boosting Learner	LearnerSurvCoxboost mlr_learners_surv.coxboost
Survival Conditional Inference Tree Learner	LearnerSurvCTree mlr_learners_surv.ctree
Survival Cox Model with Cross-Validation Likelihood Based Boosting Learner	LearnerSurvCVCoxboost mlr_learners_surv.cv_coxboost
Cross-Validated GLM with Elastic Net Regularization Survival Learner	LearnerSurvCVGlmnet mlr_learners_surv.cv_glmnet
Cross-Validated MCP- or SCAD-penalized Survival Learner	LearnerSurvNCVsurv mlr_learners_surv.cv_ncvsurv
Survival Flexible Parametric Learner	LearnerSurvFlexReg mlr_learners_surv.flexreg
Survival Flexible Parametric Spline Learner	LearnerSurvFlexSpline mlr_learners_surv.flexspline
Cox Proportional Hazards Generalized Additive Learner	LearnerSurvGamCox mlr_learners_surv.gam.cox
Boosted Generalized Additive Survival Learner	LearnerSurvGAMBoost mlr_learners_surv.gamboost
Survival Gradient Boosting Machine Learner	LearnerSurvGBM mlr_learners_surv.gbm
Boosted Generalized Linear Survival Learner	LearnerSurvGLMBoost mlr_learners_surv.glmboost
GLM with Elastic Net Regularization Survival Learner	LearnerSurvGlmnet mlr_learners_surv.glmnet
Boosted Generalized Additive Survival Learner	LearnerSurvMBoost mlr_learners_surv.mboost
Survival Nelson-Aalen Estimator Learner	LearnerSurvNelson mlr_learners_surv.nelson
Survival L1 and L2 Penalized Cox Learner	LearnerSurvPenalized mlr_learners_surv.penalized
Survival Priority Lasso Learner	LearnerSurvPriorityLasso mlr_learners_surv.priority_lasso
Ranger Survival Learner	LearnerSurvRanger mlr_learners_surv.ranger
Survival Random Forest SRC Learner	LearnerSurvRandomForestSRC mlr_learners_surv.rfsrc
SurvDNN Survival Learner	LearnerSurvDNN mlr_learners_surv.survdnn
Survival Support Vector Machine Learner	LearnerSurvSVM mlr_learners_surv.svm
Extreme Gradient Boosting AFT Survival Learner	LearnerSurvXgboostAFT mlr_learners_surv.xgboost.aft
Extreme Gradient Boosting Cox Survival Learner	LearnerSurvXgboostCox mlr_learners_surv.xgboost.cox