Function reference

Classification Learnes

mlr_learners_classif.cv_glmnet LearnerClassifCVGlmnet

GLM with Elastic Net Regularization Classification Learner

mlr_learners_classif.glmnet LearnerClassifGlmnet

GLM with Elastic Net Regularization Classification Learner

mlr_learners_classif.kknn LearnerClassifKKNN

k-Nearest-Neighbor Classification Learner

mlr_learners_classif.lda LearnerClassifLDA

Linear Discriminant Analysis Classification Learner

mlr_learners_classif.log_reg LearnerClassifLogReg

Logistic Regression Classification Learner

mlr_learners_classif.multinom LearnerClassifMultinom

Multinomial log-linear learner via neural networks

mlr_learners_classif.naive_bayes LearnerClassifNaiveBayes

Naive Bayes Classification Learner

mlr_learners_classif.nnet LearnerClassifNnet

Classification Neural Network Learner

mlr_learners_classif.qda LearnerClassifQDA

Quadratic Discriminant Analysis Classification Learner

mlr_learners_classif.ranger LearnerClassifRanger

Ranger Classification Learner

mlr_learners_classif.svm LearnerClassifSVM

Support Vector Machine

mlr_learners_classif.xgboost LearnerClassifXgboost

Extreme Gradient Boosting Classification Learner

Regression Learners

mlr_learners_regr.cv_glmnet LearnerRegrCVGlmnet

GLM with Elastic Net Regularization Regression Learner

mlr_learners_regr.glmnet LearnerRegrGlmnet

GLM with Elastic Net Regularization Regression Learner

mlr_learners_regr.kknn LearnerRegrKKNN

k-Nearest-Neighbor Regression Learner

mlr_learners_regr.km LearnerRegrKM

Kriging Regression Learner

mlr_learners_regr.lm LearnerRegrLM

Linear Model Regression Learner

mlr_learners_regr.nnet LearnerRegrNnet

Neural Network Regression Learner

mlr_learners_regr.ranger LearnerRegrRanger

Ranger Regression Learner

mlr_learners_regr.svm LearnerRegrSVM

Support Vector Machine

mlr_learners_regr.xgboost LearnerRegrXgboost

Extreme Gradient Boosting Regression Learner

Survival Learners

General

mlr3learners mlr3learners-package

mlr3learners: Recommended Learners for 'mlr3'