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 |