Function reference
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mlr_learners_classif.cv_glmnet
LearnerClassifCVGlmnet
- GLM with Elastic Net Regularization Classification Learner
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mlr_learners_classif.glmnet
LearnerClassifGlmnet
- GLM with Elastic Net Regularization Classification Learner
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mlr_learners_classif.kknn
LearnerClassifKKNN
- k-Nearest-Neighbor Classification Learner
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mlr_learners_classif.lda
LearnerClassifLDA
- Linear Discriminant Analysis Classification Learner
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mlr_learners_classif.log_reg
LearnerClassifLogReg
- Logistic Regression Classification Learner
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mlr_learners_classif.multinom
LearnerClassifMultinom
- Multinomial log-linear learner via neural networks
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mlr_learners_classif.naive_bayes
LearnerClassifNaiveBayes
- Naive Bayes Classification Learner
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mlr_learners_classif.nnet
LearnerClassifNnet
- Classification Neural Network Learner
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mlr_learners_classif.qda
LearnerClassifQDA
- Quadratic Discriminant Analysis Classification Learner
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mlr_learners_classif.ranger
LearnerClassifRanger
- Ranger Classification Learner
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mlr_learners_classif.svm
LearnerClassifSVM
- Support Vector Machine
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mlr_learners_classif.xgboost
LearnerClassifXgboost
- Extreme Gradient Boosting Classification Learner
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mlr_learners_regr.cv_glmnet
LearnerRegrCVGlmnet
- GLM with Elastic Net Regularization Regression Learner
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mlr_learners_regr.glmnet
LearnerRegrGlmnet
- GLM with Elastic Net Regularization Regression Learner
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mlr_learners_regr.kknn
LearnerRegrKKNN
- k-Nearest-Neighbor Regression Learner
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mlr_learners_regr.km
LearnerRegrKM
- Kriging Regression Learner
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mlr_learners_regr.lm
LearnerRegrLM
- Linear Model Regression Learner
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mlr_learners_regr.nnet
LearnerRegrNnet
- Neural Network Regression Learner
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mlr_learners_regr.ranger
LearnerRegrRanger
- Ranger Regression Learner
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mlr_learners_regr.svm
LearnerRegrSVM
- Support Vector Machine
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mlr_learners_regr.xgboost
LearnerRegrXgboost
- Extreme Gradient Boosting Regression Learner
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mlr3learners
mlr3learners-package
- mlr3learners: Recommended Learners for 'mlr3'