Learner Status
learner_status.RmdThe 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## Error in get(paste0(generic, ".", class), envir = get_method_env()) :
## object 'type_sum.accel' not found| Key | Base Package | Upstream Packages | Upstream Status | Author |
|---|---|---|---|---|
| classif.abess | mlr3extralearners | abess |
|
abess-team |
| classif.AdaBoostM1 | mlr3extralearners | RWeka |
|
henrifnk |
| classif.bart | mlr3extralearners | dbarts |
|
ck37 |
| classif.bayes_net | mlr3extralearners | RWeka |
|
damirpolat |
| 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.earth | mlr3extralearners | earth |
|
pkopper |
| 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.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.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.OneR | mlr3extralearners | RWeka |
|
henrifnk |
| classif.PART | mlr3extralearners | RWeka |
|
henrifnk |
| 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.reptree | mlr3extralearners | RWeka |
|
damirpolat |
| classif.rfsrc | mlr3extralearners | randomForestSRC |
|
RaphaelS1 |
| classif.rpf | mlr3extralearners | randomPlantedForest |
|
jemus42 |
| classif.sgd | mlr3extralearners | RWeka |
|
damirpolat |
| classif.simple_logistic | mlr3extralearners | RWeka |
|
damirpolat |
| classif.smo | mlr3extralearners | RWeka |
|
damirpolat |
| classif.voted_perceptron | mlr3extralearners | RWeka |
|
damirpolat |
| dens.kde_ks | mlr3extralearners | ks |
|
RaphaelS1 |
| dens.locfit | mlr3extralearners | locfit |
|
RaphaelS1 |
| dens.logspline | mlr3extralearners | logspline |
|
RaphaelS1 |
| dens.mixed | mlr3extralearners | np |
|
RaphaelS1 |
| dens.nonpar | mlr3extralearners | sm |
|
RaphaelS1 |
| dens.pen | mlr3extralearners | pendensity |
|
RaphaelS1 |
| dens.plug | mlr3extralearners | plugdensity |
|
RaphaelS1 |
| dens.spline | mlr3extralearners | gss |
|
RaphaelS1 |
| regr.abess | mlr3extralearners | abess |
|
abess-team |
| regr.bart | mlr3extralearners | dbarts |
|
ck37 |
| regr.catboost | mlr3extralearners | catboost |
|
sumny |
| regr.cforest | mlr3extralearners |
partykit sandwich coin |
|
sumny |
| 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.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.multilayer_perceptron | mlr3extralearners | RWeka |
|
damirpolat |
| regr.priority_lasso | mlr3extralearners | prioritylasso |
|
HarutyunyanLiana |
| 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.rpf | mlr3extralearners | randomPlantedForest |
|
jemus42 |
| 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 |
| surv.akritas | mlr3extralearners |
survivalmodels distr6 |
|
RaphaelS1 |
| surv.aorsf | mlr3extralearners |
aorsf pracma |
|
bcjaeger |
| surv.bart | mlr3extralearners | BART |
|
bblodfon |
| surv.blackboost | mlr3extralearners |
mboost pracma |
|
RaphaelS1 |
| surv.cforest | mlr3extralearners |
partykit sandwich coin |
|
RaphaelS1 |
| surv.coxboost | mlr3extralearners |
CoxBoost pracma |
|
RaphaelS1 |
| surv.coxtime | mlr3extralearners |
survivalmodels distr6 reticulate |
|
RaphaelS1 |
| surv.ctree | mlr3extralearners |
partykit coin sandwich |
|
adibender |
| surv.cv_coxboost | mlr3extralearners |
CoxBoost pracma |
|
RaphaelS1 |
| surv.cv_glmnet | mlr3extralearners | glmnet |
|
be-marc |
| surv.deephit | mlr3extralearners |
survivalmodels distr6 reticulate |
|
RaphaelS1 |
| surv.deepsurv | mlr3extralearners |
survivalmodels distr6 reticulate |
|
RaphaelS1 |
| surv.dnnsurv | mlr3extralearners |
survivalmodels keras pseudo tensorflow distr6 |
|
RaphaelS1 |
| surv.flexible | mlr3extralearners |
flexsurv pracma |
|
RaphaelS1 |
| surv.gamboost | mlr3extralearners |
mboost pracma |
|
RaphaelS1 |
| surv.gbm | mlr3extralearners | gbm |
|
RaphaelS1 |
| surv.glmboost | mlr3extralearners |
mboost pracma |
|
RaphaelS1 |
| surv.glmnet | mlr3extralearners | glmnet |
|
be-marc |
| surv.loghaz | mlr3extralearners |
survivalmodels distr6 reticulate |
|
RaphaelS1 |
| surv.mboost | mlr3extralearners | mboost |
|
RaphaelS1 |
| surv.nelson | mlr3extralearners |
survival pracma |
|
RaphaelS1 |
| surv.parametric | mlr3extralearners |
survival pracma |
|
bblodfon |
| surv.pchazard | mlr3extralearners |
survivalmodels distr6 reticulate |
|
RaphaelS1 |
| surv.penalized | mlr3extralearners |
penalized pracma |
|
RaphaelS1 |
| surv.priority_lasso | mlr3extralearners | prioritylasso |
|
HarutyunyanLiana |
| surv.ranger | mlr3extralearners | ranger |
|
be-marc |
| surv.rfsrc | mlr3extralearners |
randomForestSRC pracma |
|
RaphaelS1 |
| surv.svm | mlr3extralearners | survivalsvm |
|
RaphaelS1 |
| surv.xgboost.aft | mlr3extralearners | xgboost |
|
bblodfon |
| surv.xgboost.cox | mlr3extralearners | xgboost |
|
bblodfon |