![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
| mlr3proba-package | mlr3proba: Probabilistic Supervised Learning for 'mlr3' |
| actg | ACTG 320 Clinical Trial Dataset |
| assert_surv | Assert survival object |
| as_prediction_dens | Convert to a Density Prediction |
| as_prediction_dens.data.frame | Convert to a Density Prediction |
| as_prediction_dens.PredictionDens | Convert to a Density Prediction |
| as_prediction_surv | Convert to a Survival Prediction |
| as_prediction_surv.data.frame | Convert to a Survival Prediction |
| as_prediction_surv.PredictionSurv | Convert to a Survival Prediction |
| as_task_dens | Convert to a Density Task |
| as_task_dens.data.frame | Convert to a Density Task |
| as_task_dens.DataBackend | Convert to a Density Task |
| as_task_dens.TaskDens | Convert to a Density Task |
| as_task_surv | Convert to a Survival Task |
| as_task_surv.data.frame | Convert to a Survival Task |
| as_task_surv.DataBackend | Convert to a Survival Task |
| as_task_surv.TaskSurv | Convert to a Survival Task |
| crankcompositor | Estimate Survival crank Predict Type Pipeline |
| distrcompositor | Estimate Survival distr Predict Type Pipeline |
| gbcs | German Breast Cancer Study (GBCS) Dataset |
| grace | GRACE 1000 Dataset |
| LearnerDens | Density Learner |
| LearnerDensHistogram | Histogram Density Estimator |
| LearnerDensKDE | Kernel Density Estimator |
| LearnerSurv | Survival Learner |
| LearnerSurvCoxPH | Cox Proportional Hazards Survival Learner |
| LearnerSurvKaplan | Kaplan-Meier Estimator Survival Learner |
| LearnerSurvRpart | Rpart Survival Trees Survival Learner |
| MeasureDens | Density Measure |
| MeasureDensLogloss | Log loss Density Measure |
| MeasureSurv | Survival Measure |
| MeasureSurvAUC | Abstract Class for survAUC Measures |
| MeasureSurvBrier | Integrated Graf Score Survival Measure |
| MeasureSurvCalibrationAlpha | Van Houwelingen's Alpha Survival Measure |
| MeasureSurvCalibrationBeta | Van Houwelingen's Beta Survival Measure |
| MeasureSurvChamblessAUC | Chambless and Diao's AUC Survival Measure |
| MeasureSurvCindex | Concordance Statistics Survival Measure |
| MeasureSurvDCalibration | D-Calibration Survival Measure |
| MeasureSurvGraf | Integrated Graf Score Survival Measure |
| MeasureSurvHungAUC | Hung and Chiang's AUC Survival Measure |
| MeasureSurvIntLogloss | Integrated Log loss Survival Measure |
| MeasureSurvLogloss | Log loss Survival Measure |
| MeasureSurvMAE | Mean Absolute Error Survival Measure |
| MeasureSurvMSE | 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 |
| MeasureSurvSchmid | Integrated Schmid Score 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 |
| 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_graphs_crankcompositor | Estimate Survival crank Predict Type Pipeline |
| mlr_graphs_distrcompositor | Estimate Survival distr Predict Type Pipeline |
| mlr_graphs_probregrcompositor | Estimate Regression distr Predict Type Pipeline |
| mlr_graphs_survaverager | Survival Prediction Averaging Pipeline |
| mlr_graphs_survbagging | Survival Prediction Averaging Pipeline |
| mlr_graphs_survtoregr | Survival to Regression Reduction Pipeline |
| mlr_learners_dens.hist | Histogram Density Estimator |
| mlr_learners_dens.kde | Kernel Density Estimator |
| mlr_learners_surv.coxph | Cox Proportional Hazards Survival Learner |
| mlr_learners_surv.kaplan | Kaplan-Meier Estimator Survival Learner |
| mlr_learners_surv.rpart | Rpart Survival Trees Survival Learner |
| mlr_measures_dens.logloss | Log loss Density Measure |
| mlr_measures_surv.brier | Integrated Graf Score Survival Measure |
| mlr_measures_surv.calib_alpha | Van Houwelingen's Alpha Survival Measure |
| mlr_measures_surv.calib_beta | Van Houwelingen's Beta Survival Measure |
| mlr_measures_surv.chambless_auc | Chambless and Diao's AUC Survival Measure |
| mlr_measures_surv.cindex | Concordance Statistics Survival Measure |
| mlr_measures_surv.dcalib | D-Calibration Survival Measure |
| mlr_measures_surv.graf | Integrated Graf Score Survival Measure |
| mlr_measures_surv.hung_auc | Hung and Chiang's AUC Survival Measure |
| mlr_measures_surv.intlogloss | Integrated Log loss Survival Measure |
| mlr_measures_surv.logloss | Log loss Survival Measure |
| mlr_measures_surv.mae | Mean Absolute Error Survival Measure |
| mlr_measures_surv.mse | Mean Squared Error Survival Measure |
| mlr_measures_surv.nagelk_r2 | Nagelkerke's R2 Survival Measure |
| mlr_measures_surv.oquigley_r2 | O'Quigley, Xu, and Stare's R2 Survival Measure |
| mlr_measures_surv.rmse | Root Mean Squared Error Survival Measure |
| mlr_measures_surv.schmid | Integrated Schmid Score Survival Measure |
| mlr_measures_surv.song_auc | Song and Zhou's AUC Survival Measure |
| mlr_measures_surv.song_tnr | Song and Zhou's TNR Survival Measure |
| mlr_measures_surv.song_tpr | Song and Zhou's TPR Survival Measure |
| mlr_measures_surv.uno_auc | Uno's AUC Survival Measure |
| mlr_measures_surv.uno_tnr | Uno's TNR Survival Measure |
| mlr_measures_surv.uno_tpr | Uno's TPR Survival Measure |
| mlr_measures_surv.xu_r2 | Xu and O'Quigley's R2 Survival Measure |
| mlr_pipeops_compose_crank | PipeOpCrankCompositor |
| mlr_pipeops_compose_distr | PipeOpDistrCompositor |
| mlr_pipeops_compose_probregr | PipeOpProbregrCompositor |
| mlr_pipeops_survavg | PipeOpSurvAvg |
| mlr_pipeops_trafopred_regrsurv | PipeOpPredRegrSurv |
| mlr_pipeops_trafopred_survregr | PipeOpPredSurvRegr |
| mlr_pipeops_trafotask_regrsurv | PipeOpTaskRegrSurv |
| mlr_pipeops_trafotask_survregr | PipeOpTaskSurvRegr |
| mlr_tasks_actg | ACTG 320 Survival Task |
| mlr_tasks_faithful | Old Faithful Eruptions Density Task |
| mlr_tasks_gbcs | German Breast Cancer Study Survival Task |
| mlr_tasks_grace | GRACE 1000 Survival 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_tasks_whas | Worcester Heart Attack Study (WHAS) Survival Task |
| mlr_task_generators_simdens | Density Task Generator for Package 'distr6' |
| mlr_task_generators_simsurv | Survival Task Generator for Package 'simsurv' |
| pecs | Prediction Error Curves for PredictionSurv and LearnerSurv |
| pecs.list | Prediction Error Curves for PredictionSurv and LearnerSurv |
| pecs.PredictionSurv | Prediction Error Curves for PredictionSurv and LearnerSurv |
| pipeline_crankcompositor | Estimate Survival crank Predict Type Pipeline |
| pipeline_distrcompositor | Estimate Survival distr Predict Type Pipeline |
| pipeline_probregrcompositor | Estimate Regression distr Predict Type Pipeline |
| pipeline_survaverager | Survival Prediction Averaging Pipeline |
| pipeline_survbagging | Survival Prediction Averaging Pipeline |
| pipeline_survtoregr | Survival to Regression Reduction Pipeline |
| PipeOpCrankCompositor | PipeOpCrankCompositor |
| PipeOpDistrCompositor | PipeOpDistrCompositor |
| PipeOpPredRegrSurv | PipeOpPredRegrSurv |
| PipeOpPredSurvRegr | PipeOpPredSurvRegr |
| PipeOpPredTransformer | PipeOpPredTransformer |
| PipeOpProbregrCompositor | PipeOpProbregrCompositor |
| PipeOpSurvAvg | PipeOpSurvAvg |
| PipeOpTaskRegrSurv | PipeOpTaskRegrSurv |
| PipeOpTaskSurvRegr | PipeOpTaskSurvRegr |
| PipeOpTaskTransformer | PipeOpTaskTransformer |
| PipeOpTransformer | PipeOpTransformer |
| plot.LearnerSurv | Visualization of fitted 'LearnerSurv' objects |
| 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 |
| whas | Worcester Heart Attack Study (WHAS) Dataset |
| .surv_return | Get Survival Predict Types |