| mlr3proba-package | mlr3proba: Probabilistic Supervised Learning for 'mlr3' |
| crankcompositor | Compose a Crank Predict Type for Survival Learners |
| distrcompositor | Compose a Distr Predict Type for Survival Learners |
| 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 |
| LearnerSurvCoxPH | Cox Proportional Hazards Survival Learner |
| LearnerSurvCVGlmnet | Cross-Validated GLM with Elastic Net Regularization Survival Learner |
| LearnerSurvFlexible | Flexible Parametric Spline Survival Learner |
| LearnerSurvGamboost | Gradient Boosting for Additive Models Survival Learner |
| LearnerSurvGBM | Generalized Boosting Regression Modeling 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 |
| MeasureDens | Density Measure |
| MeasureDensLogloss | Log loss Density Measure |
| MeasureSurv | Survival Measure |
| MeasureSurvAUC | Abstract Class for survAUC Measures |
| MeasureSurvBeggC | Begg's C-Index Survival Measure |
| MeasureSurvBrier | Integrated Graf Score 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 |
| MeasureSurvIntegrated | Abstract Class for Integrated Measures |
| 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 |
| mlr3proba | mlr3proba: Probabilistic Supervised Learning for 'mlr3' |
| mlr_learners_dens.hist | Histogram Density Estimator |
| mlr_learners_dens.kde | Kernel Density Estimator |
| mlr_learners_dens.kdeKD | Kerdiest Kernel Density Estimator |
| mlr_learners_dens.kdeKS | KS Kernel Density Estimator |
| mlr_learners_dens.locfit | Local Density Estimator |
| mlr_learners_dens.logspline | Logspline Density Estimator |
| mlr_learners_dens.mixed | Mixed Data Kernel Density Estimator |
| mlr_learners_dens.nonpar | Nonparametric Density Estimator |
| mlr_learners_dens.pen | Penalized Density Estimator |
| mlr_learners_dens.plug | Plug-In Kernel Density Estimator |
| mlr_learners_dens.spline | Smoothing Splines Density Estimator |
| mlr_learners_surv.blackboost | Gradient Boosting with Regression Trees Survival Learner |
| mlr_learners_surv.coxph | Cox Proportional Hazards Survival Learner |
| mlr_learners_surv.cvglmnet | Cross-Validated GLM with Elastic Net Regularization Survival Learner |
| mlr_learners_surv.flexible | Flexible Parametric Spline Survival Learner |
| mlr_learners_surv.gamboost | Gradient Boosting for Additive Models Survival Learner |
| mlr_learners_surv.gbm | Generalized Boosting Regression Modeling Survival Learner |
| mlr_learners_surv.glmboost | Gradient Boosting with Component-wise Linear Models Survival Learner |
| mlr_learners_surv.glmnet | GLM with Elastic Net Regularization Survival Learner |
| mlr_learners_surv.kaplan | Kaplan-Meier Estimator Survival Learner |
| mlr_learners_surv.mboost | Gradient Boosting for Generalized Additive Models Survival Learner |
| mlr_learners_surv.nelson | Nelson-Aalen Estimator Survival Learner |
| mlr_learners_surv.obliqueRSF | Oblique Random Survival Forest Survival Learner |
| mlr_learners_surv.parametric | Fully Parametric Survival Learner |
| mlr_learners_surv.penalized | L1 and L2 Penalized Estimation in GLMs Survival Learner |
| mlr_learners_surv.randomForestSRC | RandomForestSRC Survival Forest Survival Learner |
| mlr_learners_surv.ranger | Ranger Survival Forest Survival Learner |
| mlr_learners_surv.rpart | Rpart Survival Forest Survival Learner |
| mlr_learners_surv.svm | Regression, Ranking and Hybrid Support Vector Machines Survival Learner |
| mlr_measures_dens.logloss | Log loss Density Measure |
| mlr_measures_surv.beggC | Begg's C-Index Survival Measure |
| mlr_measures_surv.brier | Integrated Graf Score Survival Measure |
| mlr_measures_surv.chamblessAUC | Chambless and Diao's AUC Survival Measure |
| mlr_measures_surv.gonenC | Gonen and Heller's C-Index Survival Measure |
| mlr_measures_surv.graf | Integrated Graf Score Survival Measure |
| mlr_measures_surv.grafSE | Standard Error of Integrated Graf Score Survival Measure |
| mlr_measures_surv.harrellC | Harrell's C-Index Survival Measure |
| mlr_measures_surv.hungAUC | Hung and Chiang's AUC Survival Measure |
| mlr_measures_surv.intlogloss | Integrated Log loss Survival Measure |
| mlr_measures_surv.intloglossSE | Standard Error of Integrated Log loss Survival Measure |
| mlr_measures_surv.logloss | Log loss Survival Measure |
| mlr_measures_surv.loglossSE | Standard Error of Log loss Survival Measure |
| mlr_measures_surv.mae | Mean Absolute Error Survival Measure |
| mlr_measures_surv.maeSE | Standard Error of Mean Absolute Error Survival Measure |
| mlr_measures_surv.mse | Mean Squared Error Survival Measure |
| mlr_measures_surv.mseSE | Standard Error of Mean Squared Error Survival Measure |
| mlr_measures_surv.nagelkR2 | Nagelkerke's R2 Survival Measure |
| mlr_measures_surv.oquigleyR2 | O'Quigley, Xu, and Stare's R2 Survival Measure |
| mlr_measures_surv.rmse | Root Mean Squared Error Survival Measure |
| mlr_measures_surv.rmseSE | Standard Error of Root Mean Squared Error Survival Measure |
| mlr_measures_surv.songAUC | Song and Zhou's AUC Survival Measure |
| mlr_measures_surv.songTNR | Song and Zhou's TNR Survival Measure |
| mlr_measures_surv.songTPR | Song and Zhou's TPR Survival Measure |
| mlr_measures_surv.unoAUC | Uno's AUC Survival Measure |
| mlr_measures_surv.unoC | Uno's C-Index Survival Measure |
| mlr_measures_surv.unoTNR | Uno's TNR Survival Measure |
| mlr_measures_surv.unoTPR | Uno's TPR Survival Measure |
| mlr_measures_surv.xuR2 | Xu and O'Quigley's R2 Survival Measure |
| mlr_pipeops_crankcompose | PipeOpCrankCompositor |
| mlr_pipeops_distrcompose | PipeOpDistrCompositor |
| 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 |
| mlr_task_generators_simdens | Density Task Generator for Package 'distr6' |
| mlr_task_generators_simsurv | Survival Task Generator for Package 'simsurv' |
| PipeOpCrankCompositor | PipeOpCrankCompositor |
| PipeOpDistrCompositor | PipeOpDistrCompositor |
| PredictionDens | Prediction Object for Density |
| PredictionSurv | Prediction Object for Survival |
| TaskDens | Density Task |
| TaskGeneratorSimdens | Density Task Generator for Package 'distr6' |
| TaskGeneratorSimsurv | Survival Task Generator for Package 'simsurv' |
| TaskSurv | Survival Task |