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Learner Status

test_overview.Rmd

The table below gives an overview of the current status of all extralearners. The Parameter Test indicates whether the parameters of the algorithm are covered. The Learner Test shows whether the learner is working.

Key Learner Test Parameter Test Upstream Packages Upstream Status Author
classif.AdaBoostM1 Passing Passing RWeka cran checks henrifnk
classif.bart Passing Passing dbarts cran checks ck37
classif.C50 Passing Passing C50 cran checks henrifnk
classif.catboost Passing Passing catboost sumny
classif.cforest Passing Passing partykit
sandwich
coin 		cran checks
cran checks
cran checks 		sumny
classif.ctree Passing Passing partykit
sandwich
coin 		cran checks
cran checks
cran checks 		sumny
classif.earth Passing Passing earth cran checks pkopper
classif.fnn Passing Passing FNN cran checks be-marc
classif.gam Passing Passing mgcv cran checks JazzyPierrot
classif.gamboost Passing Passing mboost cran checks be-marc
classif.gausspr Passing Passing kernlab cran checks RaphaelS1
classif.gbm Passing Passing gbm cran checks be-marc
classif.glmboost Passing Passing mboost cran checks be-marc
classif.glmer Passing Passing lme4 cran checks sebffischer
classif.IBk Passing Passing RWeka cran checks henrifnk
classif.J48 Passing Passing RWeka cran checks henrifnk
classif.JRip Passing Passing RWeka cran checks henrifnk
classif.ksvm Passing Passing kernlab cran checks mboecker
classif.liblinear Passing Passing LiblineaR cran checks be-marc
classif.lightgbm Passing Passing lightgbm cran checks kapsner
classif.LMT Passing Passing RWeka cran checks henrifnk
classif.lssvm Passing Passing kernlab cran checks RaphaelS1
classif.mob Passing Passing partykit
sandwich
coin 		cran checks
cran checks
cran checks 		sumny
classif.OneR Passing Passing RWeka cran checks henrifnk
classif.PART Passing Passing RWeka cran checks henrifnk
classif.randomForest Passing Passing randomForest cran checks pat-s
classif.rfsrc Passing Passing randomForestSRC cran checks RaphaelS1
dens.kde_ks Passing Passing ks cran checks RaphaelS1
dens.locfit Passing Passing locfit cran checks RaphaelS1
dens.logspline Passing Passing logspline cran checks RaphaelS1
dens.mixed Passing Passing np cran checks RaphaelS1
dens.nonpar Passing Passing sm cran checks RaphaelS1
dens.pen Passing Passing pendensity cran checks RaphaelS1
dens.plug Passing Passing plugdensity cran checks RaphaelS1
dens.spline Passing Passing gss cran checks RaphaelS1
regr.bart Passing Passing dbarts cran checks ck37
regr.catboost Passing Passing catboost sumny
regr.cforest Passing Passing partykit
sandwich
coin 		cran checks
cran checks
cran checks 		sumny
regr.ctree Passing Passing partykit
sandwich
coin 		cran checks
cran checks
cran checks 		sumny
regr.cubist Passing Passing Cubist cran checks sumny
regr.earth Passing Passing earth cran checks pkopper
regr.fnn Passing Passing FNN cran checks be-marc
regr.gam Passing Passing mgcv cran checks JazzyPierrot
regr.gamboost Passing Passing mboost cran checks be-marc
regr.gausspr Passing Passing kernlab cran checks RaphaelS1
regr.gbm Passing Passing gbm cran checks be-marc
regr.glm Passing Passing stats salauer
regr.glmboost Passing Passing mboost cran checks be-marc
regr.IBk Passing Passing RWeka cran checks henrifnk
regr.ksvm Passing Passing kernlab cran checks mboecker
regr.liblinear Passing Passing LiblineaR cran checks be-marc
regr.lightgbm Passing Passing lightgbm cran checks kapsner
regr.lmer Passing Passing lme4 cran checks s-kganz
regr.M5Rules Passing Passing RWeka cran checks henrifnk
regr.mars Passing Passing mda cran checks sumny
regr.mob Passing Passing partykit
sandwich
coin 		cran checks
cran checks
cran checks 		sumny
regr.randomForest Passing Passing randomForest cran checks pat-s
regr.rfsrc Passing Passing randomForestSRC cran checks RaphaelS1
regr.rsm Passing Passing rsm cran checks sebffischer
regr.rvm Passing Passing kernlab cran checks RaphaelS1
surv.akritas Passing Passing survivalmodels
distr6
cran checks 		RaphaelS1
surv.aorsf Passing Passing aorsf
pracma 		cran checks
cran checks 		bcjaeger
surv.blackboost Passing Passing mboost
pracma 		cran checks
cran checks 		RaphaelS1
surv.cforest Passing Passing partykit
sandwich
coin 		cran checks
cran checks
cran checks 		RaphaelS1
surv.coxboost Passing Passing CoxBoost
pracma
cran checks 		RaphaelS1
surv.coxtime Passing Passing survivalmodels
distr6
reticulate
cran checks
cran checks 		RaphaelS1
surv.ctree Passing Passing partykit
coin
sandwich 		cran checks
cran checks
cran checks 		adibender
surv.cv_coxboost Passing Passing CoxBoost
pracma
cran checks 		RaphaelS1
surv.cv_glmnet Passing Passing glmnet cran checks be-marc
surv.deephit Passing Passing survivalmodels
distr6
reticulate
cran checks
cran checks 		RaphaelS1
surv.deepsurv Passing Passing survivalmodels
distr6
reticulate
cran checks
cran checks 		RaphaelS1
surv.dnnsurv Passing Passing survivalmodels
keras
pseudo
tensorflow
distr6
cran checks
cran checks
cran checks
cran checks 		RaphaelS1
surv.flexible Passing Passing flexsurv
pracma 		cran checks
cran checks 		RaphaelS1
surv.gamboost Passing Passing mboost
pracma 		cran checks
cran checks 		RaphaelS1
surv.gbm Passing Passing gbm cran checks RaphaelS1
surv.glmboost Passing Passing mboost
pracma 		cran checks
cran checks 		RaphaelS1
surv.glmnet Passing Passing glmnet cran checks be-marc
surv.loghaz Passing Passing survivalmodels
distr6
reticulate
cran checks
cran checks 		RaphaelS1
surv.mboost Passing Passing mboost cran checks RaphaelS1
surv.nelson Passing Passing survival
pracma 		cran checks
cran checks 		RaphaelS1
surv.obliqueRSF Passing Passing obliqueRSF
pracma 		cran checks
cran checks 		adibender
surv.parametric Passing Passing survival
pracma 		cran checks
cran checks 		RaphaelS1
surv.pchazard Passing Passing survivalmodels
distr6
reticulate
cran checks
cran checks 		RaphaelS1
surv.penalized Passing Passing penalized
pracma 		cran checks
cran checks 		RaphaelS1
surv.ranger Passing Passing ranger cran checks be-marc
surv.rfsrc Passing Passing randomForestSRC
pracma 		cran checks
cran checks 		RaphaelS1
surv.svm Passing Passing survivalsvm cran checks RaphaelS1
surv.xgboost Passing Passing xgboost cran checks be-marc