Reference

Package
mlr3proba-package	mlr3proba: Probabilistic Supervised Learning for 'mlr3'
Building Blocks
TaskSurv	Survival Task
LearnerSurv	Survival Learner
PredictionSurv	Prediction Object for Survival
MeasureSurv	Survival Measure
TaskDens	Density Task
LearnerDens	Density Learner
PredictionDens	Prediction Object for Density
MeasureDens	Density Measure
Survival Learners
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
LearnerSurvNelson	Nelson-Aalen Estimator Survival Learner
LearnerSurvObliqueRSF	Oblique Random Survival Forest Survival Learner
LearnerSurvParametric	Fully Parametric 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 Forest Survival Learner
LearnerSurvSVM	Regression, Ranking and Hybrid Support Vector Machines Survival Learner
Survival 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
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
Survival Tasks
mlr_tasks_lung	Lung Cancer Survival Task
mlr_tasks_rats	Rats Survival Task
mlr_tasks_unemployment	Unemployment Duration Survival Task
mlr_task_generators_simsurv	Survival Task Generator for Package 'simsurv'
Survival PipeOps
PipeOpCrankCompositor	PipeOpCrankCompositor
PipeOpDistrCompositor	PipeOpDistrCompositor
crankcompositor()	Compose a Crank Predict Type for Survival Learners
distrcompositor()	Compose a Distr Predict Type for Survival Learners
Density Learners
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
Density Measures
MeasureDensLogloss	Log loss Density Measure
Density Tasks
mlr_tasks_faithful	Old Faithful Eruptions Density Task
mlr_tasks_precip	Annual Precipitation Density Task
mlr_task_generators_simdens	Density Task Generator for Package 'distr6'