Function reference • mlr3learners

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'