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Classification Learnes

mlr_learners_classif.cv_glmnet
GLM with Elastic Net Regularization Classification Learner
mlr_learners_classif.glmnet
GLM with Elastic Net Regularization Classification Learner
mlr_learners_classif.kknn
k-Nearest-Neighbor Classification Learner
mlr_learners_classif.lda
Linear Discriminant Analysis Classification Learner
mlr_learners_classif.log_reg
Logistic Regression Classification Learner
mlr_learners_classif.multinom
Multinomial log-linear learner via neural networks
mlr_learners_classif.naive_bayes
Naive Bayes Classification Learner
mlr_learners_classif.nnet
Classification Neural Network Learner
mlr_learners_classif.qda
Quadratic Discriminant Analysis Classification Learner
mlr_learners_classif.ranger
Ranger Classification Learner
mlr_learners_classif.svm
Support Vector Machine
mlr_learners_classif.xgboost
Extreme Gradient Boosting Classification Learner

Regression Learners

mlr_learners_regr.cv_glmnet
GLM with Elastic Net Regularization Regression Learner
mlr_learners_regr.glmnet
GLM with Elastic Net Regularization Regression Learner
mlr_learners_regr.kknn
k-Nearest-Neighbor Regression Learner
mlr_learners_regr.km
Kriging Regression Learner
mlr_learners_regr.lm
Linear Model Regression Learner
mlr_learners_regr.ranger
Ranger Regression Learner
mlr_learners_regr.svm
Support Vector Machine
mlr_learners_regr.xgboost
Extreme Gradient Boosting Regression Learner

Survival Learners

mlr_learners_surv.cv_glmnet
Cross-Validated GLM with Elastic Net Regularization Survival Learner
mlr_learners_surv.glmnet
GLM with Elastic Net Regularization Survival Learner
mlr_learners_surv.ranger
Ranger Survival Learner
mlr_learners_surv.xgboost
Extreme Gradient Boosting Survival Learner

General

mlr3learners-package
mlr3learners: Recommended Learners for 'mlr3'