The table below gives an overview of the status of the upstream
packages for all extralearners. A list of all mlr3 learners
can be found on the mlr3
website.
## Loading required package: mlr3| Key | Base Package | Upstream Packages | Upstream Status | Author |
|---|---|---|---|---|
| classif.abess | mlr3extralearners | abess |
|
abess-team |
| classif.ada | mlr3extralearners |
ada rpart |
|
annanzrv |
| classif.adabag | mlr3extralearners |
adabag rpart |
|
annanzrv |
| classif.AdaBoostM1 | mlr3extralearners | RWeka |
|
henrifnk |
| classif.aorsf | mlr3extralearners | aorsf |
|
annanzrv |
| classif.bart | mlr3extralearners | dbarts |
|
ck37 |
| classif.bayes_net | mlr3extralearners | RWeka |
|
damirpolat |
| classif.blockforest | mlr3extralearners | blockForest |
|
bblodfon |
| classif.bst | mlr3extralearners |
bst rpart |
|
annanzrv |
| classif.C50 | mlr3extralearners | C50 |
|
henrifnk |
| classif.catboost | mlr3extralearners | catboost |
|
sumny |
| classif.cforest | mlr3extralearners |
partykit sandwich coin |
|
sumny |
| classif.ctree | mlr3extralearners |
partykit sandwich coin |
|
sumny |
| classif.decision_stump | mlr3extralearners | RWeka |
|
damirpolat |
| classif.decision_table | mlr3extralearners | RWeka |
|
damirpolat |
| classif.dlda | mlr3extralearners | sparsediscrim |
|
annanzrv |
| classif.dlda | mlr3extralearners | sparsediscrim |
|
annanzrv |
| classif.earth | mlr3extralearners | earth |
|
pkopper |
| classif.evtree | mlr3extralearners | evtree |
|
annanzrv |
| classif.exhaustive_search | mlr3extralearners | ExhaustiveSearch |
|
ngerman |
| classif.fastai | mlr3extralearners |
fastai reticulate |
|
annanzrv |
| classif.fnn | mlr3extralearners | FNN |
|
be-marc |
| classif.gam | mlr3extralearners | mgcv |
|
pierrecamilleri |
| classif.gamboost | mlr3extralearners | mboost |
|
be-marc |
| classif.gausspr | mlr3extralearners | kernlab |
|
RaphaelS1 |
| classif.gbm | mlr3extralearners | gbm |
|
be-marc |
| classif.glmboost | mlr3extralearners | mboost |
|
be-marc |
| classif.glmer | mlr3extralearners | lme4 |
|
sebffischer |
| classif.IBk | mlr3extralearners | RWeka |
|
henrifnk |
| classif.imbalanced_rfsrc | mlr3extralearners | randomForestSRC |
|
HarutyunyanLiana |
| classif.J48 | mlr3extralearners | RWeka |
|
henrifnk |
| classif.JRip | mlr3extralearners | RWeka |
|
henrifnk |
| classif.knn | mlr3extralearners | class |
|
annanzrv |
| classif.kstar | mlr3extralearners | RWeka |
|
damirpolat |
| classif.ksvm | mlr3extralearners | kernlab |
|
mboecker |
| classif.liblinear | mlr3extralearners | LiblineaR |
|
be-marc |
| classif.lightgbm | mlr3extralearners | lightgbm |
|
kapsner |
| classif.LMT | mlr3extralearners | RWeka |
|
henrifnk |
| classif.logistic | mlr3extralearners | RWeka |
|
damirpolat |
| classif.lssvm | mlr3extralearners | kernlab |
|
RaphaelS1 |
| classif.mda | mlr3extralearners | mda |
|
annanzrv |
| classif.mob | mlr3extralearners |
partykit sandwich coin |
|
sumny |
| classif.multilayer_perceptron | mlr3extralearners | RWeka |
|
damirpolat |
| classif.naive_bayes_multinomial | mlr3extralearners | RWeka |
|
damirpolat |
| classif.naive_bayes_weka | mlr3extralearners | RWeka |
|
damirpolat |
| classif.neuralnet | mlr3extralearners | neuralnet |
|
|
| classif.OneR | mlr3extralearners | RWeka |
|
henrifnk |
| classif.PART | mlr3extralearners | RWeka |
|
henrifnk |
| classif.penalized | mlr3extralearners | penalized |
|
annanzrv |
| classif.polyFit | mlr3extralearners | polyreg |
|
|
| classif.priority_lasso | mlr3extralearners | prioritylasso |
|
HarutyunyanLiana |
| classif.random_forest_weka | mlr3extralearners | RWeka |
|
damirpolat |
| classif.random_tree | mlr3extralearners | RWeka |
|
damirpolat |
| classif.randomForest | mlr3extralearners | randomForest |
|
pat-s |
| classif.rda | mlr3extralearners | klaR |
|
annanzrv |
| classif.reptree | mlr3extralearners | RWeka |
|
damirpolat |
| classif.rFerns | mlr3extralearners | rFerns |
|
annanzrv |
| classif.rfsrc | mlr3extralearners | randomForestSRC |
|
RaphaelS1 |
| classif.rotationForest | mlr3extralearners | rotationForest |
|
annanzrv |
| classif.sda | mlr3extralearners | sda |
|
annanzrv |
| classif.sdlda | mlr3extralearners | sparsediscrim |
|
annanzrv |
| classif.sgd | mlr3extralearners | RWeka |
|
damirpolat |
| classif.simple_logistic | mlr3extralearners | RWeka |
|
damirpolat |
| classif.smo | mlr3extralearners | RWeka |
|
damirpolat |
| classif.stepPlr | mlr3extralearners | stepPlr |
|
annanzrv |
| classif.tabpfn | mlr3extralearners | reticulate |
|
b-zhou |
| classif.voted_perceptron | mlr3extralearners | RWeka |
|
damirpolat |
| cmprsk.rfsrc | mlr3extralearners | randomForestSRC |
|
bblodfon |
| regr.abess | mlr3extralearners | abess |
|
abess-team |
| regr.aorsf | mlr3extralearners | aorsf |
|
annanzrv |
| regr.bart | mlr3extralearners | dbarts |
|
ck37 |
| regr.blockforest | mlr3extralearners | blockForest |
|
bblodfon |
| regr.botorch_mixedsingletaskgp | mlr3extralearners | reticulate |
|
Marc Becker |
| regr.botorch_singletaskgp | mlr3extralearners | reticulate |
|
Marc Becker |
| regr.brnn | mlr3extralearners | brnn |
|
annanzrv |
| regr.bst | mlr3extralearners |
bst rpart |
|
annanzrv |
| regr.catboost | mlr3extralearners | catboost |
|
sumny |
| regr.cforest | mlr3extralearners |
partykit sandwich coin |
|
sumny |
| regr.crs | mlr3extralearners | crs |
|
annanzrv |
| regr.ctree | mlr3extralearners |
partykit sandwich coin |
|
sumny |
| regr.cubist | mlr3extralearners | Cubist |
|
sumny |
| regr.decision_stump | mlr3extralearners | RWeka |
|
damirpolat |
| regr.decision_table | mlr3extralearners | RWeka |
|
damirpolat |
| regr.earth | mlr3extralearners | earth |
|
pkopper |
| regr.evtree | mlr3extralearners | evtree |
|
annanzrv |
| regr.exhaustive_search | mlr3extralearners | ExhaustiveSearch |
|
ngerman |
| regr.fnn | mlr3extralearners | FNN |
|
be-marc |
| regr.gam | mlr3extralearners | mgcv |
|
pierrecamilleri |
| regr.gamboost | mlr3extralearners | mboost |
|
be-marc |
| regr.gaussian_processes | mlr3extralearners | RWeka |
|
damirpolat |
| regr.gausspr | mlr3extralearners | kernlab |
|
RaphaelS1 |
| regr.gbm | mlr3extralearners | gbm |
|
be-marc |
| regr.glm | mlr3extralearners | stats |
|
salauer |
| regr.glmboost | mlr3extralearners | mboost |
|
be-marc |
| regr.IBk | mlr3extralearners | RWeka |
|
henrifnk |
| regr.kstar | mlr3extralearners | RWeka |
|
damirpolat |
| regr.ksvm | mlr3extralearners | kernlab |
|
mboecker |
| regr.liblinear | mlr3extralearners | LiblineaR |
|
be-marc |
| regr.lightgbm | mlr3extralearners | lightgbm |
|
kapsner |
| regr.linear_regression | mlr3extralearners | RWeka |
|
damirpolat |
| regr.lmer | mlr3extralearners | lme4 |
|
s-kganz |
| regr.m5p | mlr3extralearners | RWeka |
|
damirpolat |
| regr.M5Rules | mlr3extralearners | RWeka |
|
henrifnk |
| regr.mars | mlr3extralearners | mda |
|
sumny |
| regr.mob | mlr3extralearners |
partykit sandwich coin |
|
sumny |
| regr.mqgam | mlr3extralearners | qgam |
|
lona-k |
| regr.multilayer_perceptron | mlr3extralearners | RWeka |
|
damirpolat |
| regr.penalized | mlr3extralearners | penalized |
|
annanzrv |
| regr.polyFit | mlr3extralearners | polyreg |
|
|
| regr.priority_lasso | mlr3extralearners | prioritylasso |
|
HarutyunyanLiana |
| regr.qgam | mlr3extralearners | qgam |
|
lona-k |
| regr.random_forest_weka | mlr3extralearners | RWeka |
|
damirpolat |
| regr.random_tree | mlr3extralearners | RWeka |
|
damirpolat |
| regr.randomForest | mlr3extralearners | randomForest |
|
pat-s |
| regr.reptree | mlr3extralearners | RWeka |
|
damirpolat |
| regr.rfsrc | mlr3extralearners | randomForestSRC |
|
RaphaelS1 |
| regr.rsm | mlr3extralearners | rsm |
|
sebffischer |
| regr.rvm | mlr3extralearners | kernlab |
|
RaphaelS1 |
| regr.sgd | mlr3extralearners | RWeka |
|
damirpolat |
| regr.simple_linear_regression | mlr3extralearners | RWeka |
|
damirpolat |
| regr.smo_reg | mlr3extralearners | RWeka |
|
damirpolat |
| regr.tabpfn | mlr3extralearners | reticulate |
|
b-zhou |
| surv.akritas | mlr3extralearners | survivalmodels |
|
RaphaelS1 |
| surv.aorsf | mlr3extralearners | aorsf |
|
bcjaeger |
| surv.bart | mlr3extralearners | BART |
|
bblodfon |
| surv.blackboost | mlr3extralearners | mboost |
|
RaphaelS1 |
| surv.blockforest | mlr3extralearners | blockForest |
|
bblodfon |
| surv.cforest | mlr3extralearners |
partykit sandwich coin |
|
RaphaelS1 |
| surv.coxboost | mlr3extralearners | CoxBoost |
|
RaphaelS1 |
| surv.ctree | mlr3extralearners |
partykit coin sandwich |
|
adibender |
| surv.cv_coxboost | mlr3extralearners | CoxBoost |
|
RaphaelS1 |
| surv.cv_glmnet | mlr3extralearners | glmnet |
|
be-marc |
| surv.flexible | mlr3extralearners | flexsurv |
|
RaphaelS1 |
| surv.gamboost | mlr3extralearners | mboost |
|
RaphaelS1 |
| surv.gbm | mlr3extralearners | gbm |
|
RaphaelS1 |
| surv.glmboost | mlr3extralearners | mboost |
|
RaphaelS1 |
| surv.glmnet | mlr3extralearners | glmnet |
|
be-marc |
| surv.mboost | mlr3extralearners | mboost |
|
RaphaelS1 |
| surv.nelson | mlr3extralearners | survival |
|
RaphaelS1 |
| surv.parametric | mlr3extralearners | survival |
|
bblodfon |
| surv.penalized | mlr3extralearners | penalized |
|
RaphaelS1 |
| surv.priority_lasso | mlr3extralearners | prioritylasso |
|
HarutyunyanLiana |
| surv.ranger | mlr3extralearners | ranger |
|
be-marc |
| surv.rfsrc | mlr3extralearners | randomForestSRC |
|
RaphaelS1 |
| surv.svm | mlr3extralearners | survivalsvm |
|
RaphaelS1 |
| surv.xgboost.aft | mlr3extralearners | xgboost |
|
bblodfon |
| surv.xgboost.cox | mlr3extralearners | xgboost |
|
bblodfon |