Classification Learnes

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.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.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

General

mlr3learners-package

mlr3learners: Recommended Learners for 'mlr3'