Recommended Learners for 'mlr3'

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Documentation for package ‘mlr3learners’ version 0.7.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

mlr3learners-package	mlr3learners: Recommended Learners for 'mlr3'
LearnerClassifCVGlmnet	GLM with Elastic Net Regularization Classification Learner
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
LearnerClassifMultinom	Multinomial log-linear learner via neural networks
LearnerClassifNaiveBayes	Naive Bayes Classification Learner
LearnerClassifNnet	Classification Neural Network Learner
LearnerClassifQDA	Quadratic Discriminant Analysis Classification Learner
LearnerClassifRanger	Ranger Classification Learner
LearnerClassifSVM	Support Vector Machine
LearnerClassifXgboost	Extreme Gradient Boosting Classification Learner
LearnerRegrCVGlmnet	GLM with Elastic Net Regularization Regression Learner
LearnerRegrGlmnet	GLM with Elastic Net Regularization Regression Learner
LearnerRegrKKNN	k-Nearest-Neighbor Regression Learner
LearnerRegrKM	Kriging Regression Learner
LearnerRegrLM	Linear Model Regression Learner
LearnerRegrNnet	Neural Network Regression Learner
LearnerRegrRanger	Ranger Regression Learner
LearnerRegrSVM	Support Vector Machine
LearnerRegrXgboost	Extreme Gradient Boosting Regression Learner
mlr3learners	mlr3learners: Recommended Learners for 'mlr3'
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
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.nnet	Neural Network 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