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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.

Key Base Backate Upstream Packages Upstream Status Author
classif.abess mlr3extralearners abess CRAN status abess-team
classif.AdaBoostM1 mlr3extralearners RWeka CRAN status henrifnk
classif.bart mlr3extralearners dbarts CRAN status ck37
classif.bayes_net mlr3extralearners RWeka CRAN status damirpolat
classif.C50 mlr3extralearners C50 CRAN status henrifnk
classif.catboost mlr3extralearners catboost CRAN status sumny
classif.cforest mlr3extralearners partykit
sandwich
coin
CRAN status
CRAN status
CRAN status
sumny
classif.ctree mlr3extralearners partykit
sandwich
coin
CRAN status
CRAN status
CRAN status
sumny
classif.decision_stump mlr3extralearners RWeka CRAN status damirpolat
classif.decision_table mlr3extralearners RWeka CRAN status damirpolat
classif.earth mlr3extralearners earth CRAN status pkopper
classif.fnn mlr3extralearners FNN CRAN status be-marc
classif.gam mlr3extralearners mgcv CRAN status JazzyPierrot
classif.gamboost mlr3extralearners mboost CRAN status be-marc
classif.gausspr mlr3extralearners kernlab CRAN status RaphaelS1
classif.gbm mlr3extralearners gbm CRAN status be-marc
classif.glmboost mlr3extralearners mboost CRAN status be-marc
classif.glmer mlr3extralearners lme4 CRAN status sebffischer
classif.IBk mlr3extralearners RWeka CRAN status henrifnk
classif.imbalanced_rfsrc mlr3extralearners randomForestSRC CRAN status HarutyunyanLiana
classif.J48 mlr3extralearners RWeka CRAN status henrifnk
classif.JRip mlr3extralearners RWeka CRAN status henrifnk
classif.kstar mlr3extralearners RWeka CRAN status damirpolat
classif.ksvm mlr3extralearners kernlab CRAN status mboecker
classif.liblinear mlr3extralearners LiblineaR CRAN status be-marc
classif.lightgbm mlr3extralearners lightgbm CRAN status kapsner
classif.LMT mlr3extralearners RWeka CRAN status henrifnk
classif.logistic mlr3extralearners RWeka CRAN status damirpolat
classif.lssvm mlr3extralearners kernlab CRAN status RaphaelS1
classif.mob mlr3extralearners partykit
sandwich
coin
CRAN status
CRAN status
CRAN status
sumny
classif.multilayer_perceptron mlr3extralearners RWeka CRAN status damirpolat
classif.naive_bayes_multinomial mlr3extralearners RWeka CRAN status damirpolat
classif.naive_bayes_weka mlr3extralearners RWeka CRAN status damirpolat
classif.OneR mlr3extralearners RWeka CRAN status henrifnk
classif.PART mlr3extralearners RWeka CRAN status henrifnk
classif.priority_lasso mlr3extralearners prioritylasso CRAN status HarutyunyanLiana
classif.random_forest_weka mlr3extralearners RWeka CRAN status damirpolat
classif.random_tree mlr3extralearners RWeka CRAN status damirpolat
classif.randomForest mlr3extralearners randomForest CRAN status pat-s
classif.reptree mlr3extralearners RWeka CRAN status damirpolat
classif.rfsrc mlr3extralearners randomForestSRC CRAN status RaphaelS1
classif.rpf mlr3extralearners randomPlantedForest CRAN status jemus42
classif.sgd mlr3extralearners RWeka CRAN status damirpolat
classif.simple_logistic mlr3extralearners RWeka CRAN status damirpolat
classif.smo mlr3extralearners RWeka CRAN status damirpolat
classif.voted_perceptron mlr3extralearners RWeka CRAN status damirpolat
dens.kde_ks mlr3extralearners ks CRAN status RaphaelS1
dens.locfit mlr3extralearners locfit CRAN status RaphaelS1
dens.logspline mlr3extralearners logspline CRAN status RaphaelS1
dens.mixed mlr3extralearners np CRAN status RaphaelS1
dens.nonpar mlr3extralearners sm CRAN status RaphaelS1
dens.pen mlr3extralearners pendensity CRAN status RaphaelS1
dens.plug mlr3extralearners plugdensity CRAN status RaphaelS1
dens.spline mlr3extralearners gss CRAN status RaphaelS1
regr.abess mlr3extralearners abess CRAN status abess-team
regr.bart mlr3extralearners dbarts CRAN status ck37
regr.catboost mlr3extralearners catboost CRAN status sumny
regr.cforest mlr3extralearners partykit
sandwich
coin
CRAN status
CRAN status
CRAN status
sumny
regr.ctree mlr3extralearners partykit
sandwich
coin
CRAN status
CRAN status
CRAN status
sumny
regr.cubist mlr3extralearners Cubist CRAN status sumny
regr.decision_stump mlr3extralearners RWeka CRAN status damirpolat
regr.decision_table mlr3extralearners RWeka CRAN status damirpolat
regr.earth mlr3extralearners earth CRAN status pkopper
regr.fnn mlr3extralearners FNN CRAN status be-marc
regr.gam mlr3extralearners mgcv CRAN status JazzyPierrot
regr.gamboost mlr3extralearners mboost CRAN status be-marc
regr.gaussian_processes mlr3extralearners RWeka CRAN status damirpolat
regr.gausspr mlr3extralearners kernlab CRAN status RaphaelS1
regr.gbm mlr3extralearners gbm CRAN status be-marc
regr.glm mlr3extralearners stats CRAN status salauer
regr.glmboost mlr3extralearners mboost CRAN status be-marc
regr.IBk mlr3extralearners RWeka CRAN status henrifnk
regr.kstar mlr3extralearners RWeka CRAN status damirpolat
regr.ksvm mlr3extralearners kernlab CRAN status mboecker
regr.liblinear mlr3extralearners LiblineaR CRAN status be-marc
regr.lightgbm mlr3extralearners lightgbm CRAN status kapsner
regr.linear_regression mlr3extralearners RWeka CRAN status damirpolat
regr.lmer mlr3extralearners lme4 CRAN status s-kganz
regr.m5p mlr3extralearners RWeka CRAN status damirpolat
regr.M5Rules mlr3extralearners RWeka CRAN status henrifnk
regr.mars mlr3extralearners mda CRAN status sumny
regr.mob mlr3extralearners partykit
sandwich
coin
CRAN status
CRAN status
CRAN status
sumny
regr.multilayer_perceptron mlr3extralearners RWeka CRAN status damirpolat
regr.priority_lasso mlr3extralearners prioritylasso CRAN status HarutyunyanLiana
regr.random_forest_weka mlr3extralearners RWeka CRAN status damirpolat
regr.random_tree mlr3extralearners RWeka CRAN status damirpolat
regr.randomForest mlr3extralearners randomForest CRAN status pat-s
regr.reptree mlr3extralearners RWeka CRAN status damirpolat
regr.rfsrc mlr3extralearners randomForestSRC CRAN status RaphaelS1
regr.rpf mlr3extralearners randomPlantedForest CRAN status jemus42
regr.rsm mlr3extralearners rsm CRAN status sebffischer
regr.rvm mlr3extralearners kernlab CRAN status RaphaelS1
regr.sgd mlr3extralearners RWeka CRAN status damirpolat
regr.simple_linear_regression mlr3extralearners RWeka CRAN status damirpolat
regr.smo_reg mlr3extralearners RWeka CRAN status damirpolat
surv.akritas mlr3extralearners survivalmodels
distr6
CRAN status
CRAN status
RaphaelS1
surv.aorsf mlr3extralearners aorsf
pracma
CRAN status
CRAN status
bcjaeger
surv.bart mlr3extralearners BART CRAN status bblodfon
surv.blackboost mlr3extralearners mboost
pracma
CRAN status
CRAN status
RaphaelS1
surv.cforest mlr3extralearners partykit
sandwich
coin
CRAN status
CRAN status
CRAN status
RaphaelS1
surv.coxboost mlr3extralearners CoxBoost
pracma
CRAN status
CRAN status
RaphaelS1
surv.coxtime mlr3extralearners survivalmodels
distr6
reticulate
CRAN status
CRAN status
CRAN status
RaphaelS1
surv.ctree mlr3extralearners partykit
coin
sandwich
CRAN status
CRAN status
CRAN status
adibender
surv.cv_coxboost mlr3extralearners CoxBoost
pracma
CRAN status
CRAN status
RaphaelS1
surv.cv_glmnet mlr3extralearners glmnet CRAN status be-marc
surv.deephit mlr3extralearners survivalmodels
distr6
reticulate
CRAN status
CRAN status
CRAN status
RaphaelS1
surv.deepsurv mlr3extralearners survivalmodels
distr6
reticulate
CRAN status
CRAN status
CRAN status
RaphaelS1
surv.dnnsurv mlr3extralearners survivalmodels
keras
pseudo
tensorflow
distr6
CRAN status
CRAN status
CRAN status
CRAN status
CRAN status
RaphaelS1
surv.flexible mlr3extralearners flexsurv
pracma
CRAN status
CRAN status
RaphaelS1
surv.gamboost mlr3extralearners mboost
pracma
CRAN status
CRAN status
RaphaelS1
surv.gbm mlr3extralearners gbm CRAN status RaphaelS1
surv.glmboost mlr3extralearners mboost
pracma
CRAN status
CRAN status
RaphaelS1
surv.glmnet mlr3extralearners glmnet CRAN status be-marc
surv.loghaz mlr3extralearners survivalmodels
distr6
reticulate
CRAN status
CRAN status
CRAN status
RaphaelS1
surv.mboost mlr3extralearners mboost CRAN status RaphaelS1
surv.nelson mlr3extralearners survival
pracma
CRAN status
CRAN status
RaphaelS1
surv.obliqueRSF mlr3extralearners obliqueRSF
pracma
CRAN status
CRAN status
adibender
surv.parametric mlr3extralearners survival
pracma
CRAN status
CRAN status
bblodfon
surv.pchazard mlr3extralearners survivalmodels
distr6
reticulate
CRAN status
CRAN status
CRAN status
RaphaelS1
surv.penalized mlr3extralearners penalized
pracma
CRAN status
CRAN status
RaphaelS1
surv.priority_lasso mlr3extralearners prioritylasso CRAN status HarutyunyanLiana
surv.ranger mlr3extralearners ranger CRAN status be-marc
surv.rfsrc mlr3extralearners randomForestSRC
pracma
CRAN status
CRAN status
RaphaelS1
surv.svm mlr3extralearners survivalsvm CRAN status RaphaelS1
surv.xgboost mlr3extralearners xgboost CRAN status be-marc