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| 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 |
| 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 |
| MeasureSurvBeggC | Begg's C-Index Survival Measure |
| MeasureSurvBrier | Integrated Graf Score Survival Measure |
| MeasureSurvBrierSE | Standard Error of 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 |
| 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 |
| 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 |
| 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_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.beggC | Begg's C-Index Survival Measure |
| mlr_measures_surv.brier | Integrated Graf Score Survival Measure |
| mlr_measures_surv.brier_se | Standard Error of 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.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.hung_auc | 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.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.rmseSE | Standard Error of 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.unoC | Uno's C-Index 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_crankcompose | PipeOpCrankCompositor |
| mlr_pipeops_distrcompose | PipeOpDistrCompositor |
| mlr_pipeops_probregr | PipeOpProbregrCompositor |
| mlr_pipeops_survavg | PipeOpSurvAvg |
| 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' |
| 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 |
| PipeOpCrankCompositor | PipeOpCrankCompositor |
| PipeOpDistrCompositor | PipeOpDistrCompositor |
| PipeOpProbregrCompositor | PipeOpProbregrCompositor |
| PipeOpSurvAvg | PipeOpSurvAvg |
| plot.LearnerSurv | Visualization of fitted 'LearnerSurv' objects |
| PredictionDens | Prediction Object for Density |
| PredictionRegr | Prediction Object for Regression |
| PredictionSurv | Prediction Object for Survival |
| probregr_compose | Create a Distr Predict Type for Regression Learners |
| surv_averager | Average Survival Predictions |
| TaskDens | Density Task |
| TaskGeneratorSimdens | Density Task Generator for Package 'distr6' |
| TaskGeneratorSimsurv | Survival Task Generator for Package 'simsurv' |
| TaskSurv | Survival Task |