This packages includes all recommended learners for mlr3. It's still work in progress.
Learner | Package | Classification | Regression |
---|---|---|---|
Linear / Logistic Regression | stats | x | x |
Penalized Regression | glmnet | x | x |
kNN | kknn | x | x |
Naive Bayes | e1071 | x | - |
SVM | e1071 | x | x |
Random Forest | ranger | x | x |
Boosting | xgboost | x | x |
Kriging | DiceKriging | - | x |
LDA | MASS | x | - |
QDA | MASS | x | x |
How to add a learner: Tutorial