LearnerDens             Density Learner
LearnerDensHistogram    Histogram Density Estimator
LearnerDensKDE          Kernel Density Estimator
LearnerDensKDEkd        Kerdiest Kernel Density Estimator
LearnerDensKDEks        KS Kernel Density Estimator
LearnerDensLocfit       Local Density Estimator
LearnerDensLogspline    Logspline Density Estimator
LearnerDensMixed        Mixed Data Kernel Density Estimator
LearnerDensNonparametric
                        Nonparametric Density Estimator
LearnerDensPenalized    Penalized Density Estimator
LearnerDensPlugin       Plug-In Kernel Density Estimator
LearnerDensSpline       Smoothing Splines Density Estimator
LearnerSurv             Survival Learner
LearnerSurvBlackboost   Gradient Boosting with Regression Trees
                        Survival Learner
LearnerSurvCVGlmnet     Cross-Validated GLM with Elastic Net
                        Regularization Survival Learner
LearnerSurvCoxPH        Cox Proportional Hazards Survival Learner
LearnerSurvFlexible     Flexible Parametric Spline Survival Learner
LearnerSurvGBM          Generalized Boosting Regression Modeling
                        Survival Learner
LearnerSurvGamboost     Gradient Boosting for Additive Models Survival
                        Learner
LearnerSurvGlmboost     Gradient Boosting with Component-wise Linear
                        Models Survival Learner
LearnerSurvGlmnet       GLM with Elastic Net Regularization Survival
                        Learner
LearnerSurvKaplan       Kaplan-Meier Estimator Survival Learner
LearnerSurvMboost       Gradient Boosting for Generalized Additive
                        Models Survival Learner
LearnerSurvObliqueRSF   Oblique Random Survival Forest Survival Learner
LearnerSurvPenalized    L1 and L2 Penalized Estimation in GLMs Survival
                        Learner
LearnerSurvRandomForestSRC
                        RandomForestSRC Survival Forest Survival
                        Learner
LearnerSurvRanger       Ranger Survival Forest Survival Learner
LearnerSurvRpart        Rpart Survival Trees Survival Learner
LearnerSurvXgboost      CoxPH models based on gradient boosted trees
                        Survival Learner
MeasureDens             Density Measure
MeasureDensLogloss      Log loss Density Measure
MeasureSurv             Survival Measure
MeasureSurvAUC          Abstract Class for survAUC Measures
MeasureSurvBeggC        Begg's C-Index Survival Measure
MeasureSurvChamblessAUC
                        Chambless and Diao's AUC Survival Measure
MeasureSurvGonenC       Gonen and Heller's C-Index Survival Measure
MeasureSurvGraf         Integrated Graf Score Survival Measure
MeasureSurvGrafSE       Standard Error of Integrated Graf Score
                        Survival Measure
MeasureSurvHarrellC     Harrell's C-Index Survival Measure
MeasureSurvHungAUC      Hung and Chiang's AUC Survival Measure
MeasureSurvIntLogloss   Integrated Log loss Survival Measure
MeasureSurvIntLoglossSE
                        Standard Error of Integrated Log loss Survival
                        Measure
MeasureSurvIntegrated   Abstract Class for Integrated Measures
MeasureSurvLogloss      Log loss Survival Measure
MeasureSurvLoglossSE    Standard Error of Log loss Survival Measure
MeasureSurvMAE          Mean Absolute Error Survival Measure
MeasureSurvMAESE        Standard Error of Mean Absolute Error Survival
                        Measure
MeasureSurvMSE          Mean Squared Error Survival Measure
MeasureSurvMSESE        Standard Error of Mean Squared Error Survival
                        Measure
MeasureSurvNagelkR2     Nagelkerke's R2 Survival Measure
MeasureSurvOQuigleyR2   O'Quigley, Xu, and Stare's R2 Survival Measure
MeasureSurvRMSE         Root Mean Squared Error Survival Measure
MeasureSurvRMSESE       Standard Error of Root Mean Squared Error
                        Survival Measure
MeasureSurvSongAUC      Song and Zhou's AUC Survival Measure
MeasureSurvSongTNR      Song and Zhou's TNR Survival Measure
MeasureSurvSongTPR      Song and Zhou's TPR Survival Measure
MeasureSurvUnoAUC       Uno's AUC Survival Measure
MeasureSurvUnoC         Uno's C-Index Survival Measure
MeasureSurvUnoTNR       Uno's TNR Survival Measure
MeasureSurvUnoTPR       Uno's TPR Survival Measure
MeasureSurvXuR2         Xu and O'Quigley's R2 Survival Measure
PipeOpCrankCompositor   PipeOpCrankCompositor
PipeOpDistrCompositor   PipeOpDistrCompositor
PredictionDens          Prediction Object for Density
PredictionSurv          Prediction Object for Survival
TaskDens                Density Task
TaskSurv                Survival Task
crankcompositor         Compose a Crank Predict Type for Survival
                        Learners
distrcompositor         Compose a Distr Predict Type for Survival
                        Learners
mlr3proba-package       mlr3proba: Probabilistic Supervised Learning
                        for 'mlr3'
mlr_task_generators_simdens
                        Density Task Generator for Package 'distr6'
mlr_task_generators_simsurv
                        Survival Task Generator for Package 'simsurv'
mlr_tasks_faithful      Old Faithful Eruptions Density Task
mlr_tasks_lung          Lung Cancer Survival Task
mlr_tasks_precip        Annual Precipitation Density Task
mlr_tasks_rats          Rats Survival Task
mlr_tasks_unemployment
                        Unemployment Duration Survival Task
pecs                    Prediction Error Curves for PredictionSurv and
                        LearnerSurv
plot.LearnerSurv        Visualization of fitted 'LearnerSurv' objects
