Reference

Helpers
create_learner()	Create a New Learner
list_mlr3learners()	List Learners in mlr3verse
install_learners()	Install Learner Dependencies
Classification Learners
mlr_learners_classif.AdaBoostM1	Classification AdaBoostM1 Learner
mlr_learners_classif.C50	Classification C5.0 Learner
mlr_learners_classif.IBk	Classification IBk Learner
mlr_learners_classif.J48	Classification J48 Learner
mlr_learners_classif.JRip	Classification JRip Learner
mlr_learners_classif.LMT	Classification Logistic Model Trees Learner
mlr_learners_classif.OneR	Classification OneR Learner
mlr_learners_classif.PART	Classification PART Learner
mlr_learners_classif.bart	Classification BART (Bayesian Additive Regression Trees) Learner
mlr_learners_classif.catboost	Gradient Boosted Decision Trees Classification Learner
mlr_learners_classif.cforest	Classification Conditional Random Forest Learner
mlr_learners_classif.ctree	Classification Conditional Inference Tree Learner
mlr_learners_classif.earth	Classification MARS (Multivariate Adaptive Regression Splines) Learner
mlr_learners_classif.extratrees	Classification ExtraTrees Learner
mlr_learners_classif.fnn	Classification Fast Nearest Neighbor Search Learner
mlr_learners_classif.gamboost	Boosted Generalized Additive Classification Learner
mlr_learners_classif.gbm	Classification Gradient Boosting Machine Learner
mlr_learners_classif.glmboost	Boosted Generalized Linear Classification Learner
mlr_learners_classif.ksvm	Classification Kernlab Support Vector Machine
mlr_learners_classif.liblinear	LiblineaR Classification Learner
mlr_learners_classif.liblinearl1l2svc	L1-Regularized L2-Loss Support Vector Classification Learner
mlr_learners_classif.liblinearl1logreg	L1-Regularized Logistic Regression Learner
mlr_learners_classif.liblinearl2l1svc	L2-Regularized L1-Loss Support Vector Classification Learner
mlr_learners_classif.liblinearl2l2svc	L2-Regularized L2-Loss Support Vector Classification Learner
mlr_learners_classif.liblinearl2logreg	L2-Regularized Logistic Regression Learner
mlr_learners_classif.liblinearmulticlasssvc	Support Vector Classification Learner
mlr_learners_classif.lightgbm	Classification Light GBM Learner
mlr_learners_classif.mob	Classification Model-based Recursive Partitioning Learner
mlr_learners_classif.nnet	Classification nnet Learner
mlr_learners_classif.randomForest	Classification Random Forest Learner
mlr_learners_classif.rfsrc	Classification Random Forest SRC Learner
Regression Learners
mlr_learners_regr.IBk	Regression IBk Learner
mlr_learners_regr.M5Rules	Regression M5Rules Learner
mlr_learners_regr.bart	Regression BART (Bayesian Additive Regression Trees) Learner
mlr_learners_regr.catboost	Gradient Boosted Decision Trees Regression Learner
mlr_learners_regr.cforest	Regression Conditional Random Forest Learner
mlr_learners_regr.ctree	Regression Conditional Inference Tree Learner
mlr_learners_regr.earth	Regression MARS (Multivariate Adaptive Regression Splines) Learner
mlr_learners_regr.extratrees	Regression ExtraTrees Learner
mlr_learners_regr.fnn	Regression Fast Nearest Neighbor Search Learner
mlr_learners_regr.gamboost	Boosted Generalized Additive Regression Learner
mlr_learners_regr.gbm	Regression Gradient Boosting Machine Learner
mlr_learners_regr.glm	Regression Generalized Linear Model Regression Learner
mlr_learners_regr.glmboost	Boosted Generalized Linear Regression Learner
mlr_learners_regr.ksvm	Regression Kernlab Support Vector Machine
mlr_learners_regr.liblinear	L2-Regularized Support Vector Regression Learner
mlr_learners_regr.liblinearl2l1svr	L2-Regularized L1-Loss Support Vector Regression Learner
mlr_learners_regr.liblinearl2l2svr	L2-Regularized L2-Loss Support Vector Regression Learner
mlr_learners_regr.lightgbm	Regression Light GBM Learner
mlr_learners_regr.mob	Regression Model-based Recursive Partitioning Learner
mlr_learners_regr.randomForest	Regression Random Forest Learner
mlr_learners_regr.rfsrc	Regression Random Forest SRC Learner
Survival Learners
mlr_learners_surv.akritas	Survival Akritas Estimator Learner
mlr_learners_surv.blackboost	Gradient Boosting with Regression Trees Survival Learner
mlr_learners_surv.cforest	Survival Conditional Random Forest Learner
mlr_learners_surv.coxboost	Survival Cox Model with Likelihood Based Boosting Learner
mlr_learners_surv.coxtime	Survival Cox-Time Learner
mlr_learners_surv.ctree	Survival Conditional Inference Tree Learner
mlr_learners_surv.cv_coxboost	Survival Cox Model with Cross-Validation Likelihood Based Boosting Learner
mlr_learners_surv.deephit	Survival DeepHit Learner
mlr_learners_surv.deepsurv	Survival DeepSurv Learner
mlr_learners_surv.dnnsurv	Survival DNNSurv Learner
mlr_learners_surv.flexible	Survival Flexible Parametric Spline Learner
mlr_learners_surv.gamboost	Boosted Generalized Additive Survival Learner
mlr_learners_surv.gbm	Survival Gradient Boosting Machine Learner
mlr_learners_surv.glmboost	Boosted Generalized Linear Survival Learner
mlr_learners_surv.loghaz	Survival Logistic-Hazard Learner
mlr_learners_surv.mboost	Boosted Generalized Additive Survival Learner
mlr_learners_surv.nelson	Survival Nelson-Aalen Estimator Learner
mlr_learners_surv.obliqueRSF	Survival Oblique Random Survival Forest Learner
mlr_learners_surv.parametric	Survival Fully Parametric Learner
mlr_learners_surv.pchazard	Survival PC-Hazard Learner
mlr_learners_surv.penalized	Survival L1 and L2 Penalized Regression Learner
mlr_learners_surv.rfsrc	Survival Random Forest SRC Learner
mlr_learners_surv.svm	Survival Support Vector Machine Learner
Density Learners
mlr_learners_dens.kde_kd	Density Kerdiest Kernel Learner
mlr_learners_dens.kde_ks	Density KS Kernel Learner
mlr_learners_dens.locfit	Density Locfit Learner
mlr_learners_dens.logspline	Density Logspline Learner
mlr_learners_dens.mixed	Density Mixed Data Kernel Learner
mlr_learners_dens.nonpar	Density Nonparametric Learner
mlr_learners_dens.pen	Density Penalized Learner
mlr_learners_dens.plug	Density Plug-In Kernel Learner
mlr_learners_dens.spline	Density Smoothing Splines Learner
General
mlr3extralearners-package	mlr3extralearners: Extra Learners For mlr3