Key mlr3Package Package Status Author
classif.C50 mlr3extralearners C50 C50 @henrifnk
clust.agnes mlr3cluster cluster mlr3cluster @damirpolat
clust.diana mlr3cluster cluster mlr3cluster @damirpolat
clust.fanny mlr3cluster cluster mlr3cluster @damirpolat
clust.pam mlr3cluster cluster mlr3cluster @damirpolat
surv.coxboost mlr3extralearners CoxBoost CoxBoost @RaphaelS1
surv.cv_coxboost mlr3extralearners CoxBoost CoxBoost @RaphaelS1
clust.dbscan mlr3cluster dbscan mlr3cluster @damirpolat
regr.km mlr3learners DiceKriging mlr3learners @mllg
dens.hist mlr3proba distr6 mlr3proba @RaphaelS1
dens.kde mlr3proba distr6 mlr3proba @RaphaelS1
classif.naive_bayes mlr3learners e1071 mlr3learners @mllg
classif.svm mlr3learners e1071 mlr3learners @mllg
clust.cmeans mlr3cluster e1071 mlr3cluster @damirpolat
regr.svm mlr3learners e1071 mlr3learners @mllg
classif.extratrees mlr3extralearners extraTrees extraTrees @be-marc
regr.extratrees mlr3extralearners extraTrees extraTrees @be-marc
surv.flexible mlr3extralearners flexsurv flexsurv @RaphaelS1
classif.fnn mlr3extralearners FNN FNN @be-marc
regr.fnn mlr3extralearners FNN FNN @be-marc
classif.gbm mlr3extralearners gbm gbm @be-marc
regr.gbm mlr3extralearners gbm gbm @be-marc
surv.gbm mlr3extralearners gbm gbm @RaphaelS1
classif.cv_glmnet mlr3learners glmnet mlr3learners @mllg
classif.glmnet mlr3learners glmnet mlr3learners @mllg
regr.cv_glmnet mlr3learners glmnet mlr3learners @mllg
regr.glmnet mlr3learners glmnet mlr3learners @mllg
surv.cv_glmnet mlr3learners glmnet mlr3learners @mllg
surv.glmnet mlr3learners glmnet mlr3learners @mllg
dens.spline mlr3extralearners gss gss @RaphaelS1
dens.kde_kd mlr3extralearners kerdiest kerdiest @RaphaelS1
classif.ksvm mlr3extralearners kernlab kernlab @mboecker
regr.ksvm mlr3extralearners kernlab kernlab @mboecker
classif.kknn mlr3learners kknn mlr3learners @mllg
regr.kknn mlr3learners kknn mlr3learners @mllg
dens.kde_ks mlr3extralearners ks ks @RaphaelS1
classif.liblinear mlr3extralearners LiblineaR LiblineaR @be-marc
classif.liblinearl1l2svc mlr3extralearners LiblineaR LiblineaR @be-marc
classif.liblinearl1logreg mlr3extralearners LiblineaR LiblineaR @be-marc
classif.liblinearl2l1svc mlr3extralearners LiblineaR LiblineaR @be-marc
classif.liblinearl2l2svc mlr3extralearners LiblineaR LiblineaR @be-marc
classif.liblinearl2logreg mlr3extralearners LiblineaR LiblineaR @be-marc
classif.liblinearmulticlasssvc mlr3extralearners LiblineaR LiblineaR @be-marc
regr.liblinear mlr3extralearners LiblineaR LiblineaR @be-marc
regr.liblinearl2l1svr mlr3extralearners LiblineaR LiblineaR @be-marc
regr.liblinearl2l2svr mlr3extralearners LiblineaR LiblineaR @be-marc
dens.locfit mlr3extralearners locfit locfit @RaphaelS1
dens.logspline mlr3extralearners logspline logspline @RaphaelS1
classif.lda mlr3learners MASS mlr3learners @mllg
classif.qda mlr3learners MASS mlr3learners @mllg
classif.gamboost mlr3extralearners mboost mboost @be-marc
classif.glmboost mlr3extralearners mboost mboost @be-marc
regr.gamboost mlr3extralearners mboost mboost @be-marc
regr.glmboost mlr3extralearners mboost mboost @be-marc
surv.blackboost mlr3extralearners mboost mboost @RaphaelS1
surv.gamboost mlr3extralearners mboost mboost @RaphaelS1
surv.glmboost mlr3extralearners mboost mboost @RaphaelS1
surv.mboost mlr3extralearners mboost mboost @RaphaelS1
classif.debug mlr3 mlr3 mlr3 @mllg
classif.featureless mlr3 mlr3 mlr3 @mllg
regr.featureless mlr3 mlr3 mlr3 @mllg
clust.featureless mlr3cluster mlr3cluster mlr3cluster @damirpolat
classif.multinom mlr3learners nnet mlr3learners @mllg
classif.nnet mlr3extralearners nnet nnet @henrifnk
dens.mixed mlr3extralearners np np @RaphaelS1
surv.obliqueRSF mlr3extralearners obliqueRSF obliqueRSF @adibender
classif.cforest mlr3extralearners partykit partykit @sumny
classif.ctree mlr3extralearners partykit partykit @sumny
classif.mob mlr3extralearners partykit partykit @sumny
regr.cforest mlr3extralearners partykit partykit @sumny
regr.ctree mlr3extralearners partykit partykit @sumny
regr.mob mlr3extralearners partykit partykit @sumny
surv.cforest mlr3extralearners partykit partykit @RaphaelS1
surv.ctree mlr3extralearners partykit partykit @adibender
surv.penalized mlr3extralearners penalized penalized @RaphaelS1
dens.pen mlr3extralearners pendensity pendensity @RaphaelS1
dens.plug mlr3extralearners plugdensity plugdensity @RaphaelS1
classif.randomForest mlr3extralearners randomForest randomForest @pat-s
regr.randomForest mlr3extralearners randomForest randomForest @pat-s
classif.rfsrc mlr3extralearners randomForestSRC randomForestSRC @RaphaelS1
regr.rfsrc mlr3extralearners randomForestSRC randomForestSRC @RaphaelS1
surv.rfsrc mlr3extralearners randomForestSRC randomForestSRC @RaphaelS1
classif.ranger mlr3learners ranger mlr3learners @mllg
regr.ranger mlr3learners ranger mlr3learners @mllg
surv.ranger mlr3learners ranger mlr3learners @mllg
classif.rpart mlr3 rpart mlr3 @mllg
regr.rpart mlr3 rpart mlr3 @mllg
surv.rpart mlr3proba rpart mlr3proba @RaphaelS1
classif.AdaBoostM1 mlr3extralearners RWeka RWeka @henrifnk
classif.IBk mlr3extralearners RWeka RWeka @henrifnk
classif.J48 mlr3extralearners RWeka RWeka @henrifnk
classif.JRip mlr3extralearners RWeka RWeka @henrifnk
classif.LMT mlr3extralearners RWeka RWeka @henrifnk
classif.OneR mlr3extralearners RWeka RWeka @henrifnk
classif.PART mlr3extralearners RWeka RWeka @henrifnk
clust.xmeans mlr3cluster RWeka mlr3cluster @damirpolat
regr.IBk mlr3extralearners RWeka RWeka @henrifnk
regr.M5Rules mlr3extralearners RWeka RWeka @henrifnk
dens.nonpar mlr3extralearners sm sm @RaphaelS1
classif.log_reg mlr3learners stats mlr3learners @mllg
clust.kmeans mlr3cluster stats mlr3cluster @damirpolat
regr.lm mlr3learners stats mlr3learners @mllg
surv.coxph mlr3proba survival mlr3proba @RaphaelS1
surv.kaplan mlr3proba survival mlr3proba @RaphaelS1
surv.nelson mlr3extralearners survival survival @RaphaelS1
surv.parametric mlr3extralearners survival survival @RaphaelS1
surv.akritas mlr3extralearners survivalmodels survivalmodels @RaphaelS1
surv.coxtime mlr3extralearners survivalmodels survivalmodels @RaphaelS1
surv.deephit mlr3extralearners survivalmodels survivalmodels @RaphaelS1
surv.deepsurv mlr3extralearners survivalmodels survivalmodels @RaphaelS1
surv.dnnsurv mlr3extralearners survivalmodels survivalmodels @RaphaelS1
surv.loghaz mlr3extralearners survivalmodels survivalmodels @RaphaelS1
surv.pchazard mlr3extralearners survivalmodels survivalmodels @RaphaelS1
surv.svm mlr3extralearners survivalsvm survivalsvm @RaphaelS1
classif.xgboost mlr3learners xgboost mlr3learners @mllg
regr.xgboost mlr3learners xgboost mlr3learners @mllg
surv.xgboost mlr3learners xgboost mlr3learners @mllg