Classification Learnes

LearnerClassifGlmnet

GLM with Elastic Net Regularization Classification Learner

LearnerClassifKKNN

k-Nearest-Neighbor Classification Learner

LearnerClassifLDA

Linear Discriminant Analysis Classification Learner

LearnerClassifLogReg

Logistic Regression Classification Learner

LearnerClassifNaiveBayes

Naive Bayes Classification Learner

LearnerClassifQDA

Quadratic Discriminant Analysis Classification Learner

LearnerClassifRanger

Ranger Classification Learner

LearnerClassifSVM

Support Vector Machine

LearnerClassifXgboost

Extreme Gradient Boosting Classification Learner

Regression Learners

LearnerRegrGlmnet

GLM with Elastic Net Regularization Regression Learner

LearnerRegrKKNN

k-Nearest-Neighbor Regression Learner

LearnerRegrKM

Kriging Regression Learner

LearnerRegrLM

Linear Model Regression Learner

LearnerRegrRanger

Ranger Regression Learner

LearnerRegrSVM

Support Vector Machine

LearnerRegrXgboost

Extreme Gradient Boosting Regression Learner

General

mlr3learners-package

mlr3learners: Recommended Learners for 'mlr3'