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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'