Man pages for mlr3proba
Probabilistic Supervised Learning for 'mlr3'
| actg | ACTG 320 Clinical Trial Dataset |
| as_prediction_dens | Convert to a Density Prediction |
| as_prediction_surv | Convert to a Survival Prediction |
| assert_surv | Assert survival object |
| as_task_dens | Convert to a Density Task |
| as_task_surv | Convert to a Survival Task |
| cpp | Cpp functions |
| dot-surv_return | Get Survival Predict Types |
| gbcs | German Breast Cancer Study (GBCS) Dataset |
| grace | GRACE 1000 Dataset |
| LearnerDens | Density Learner |
| LearnerSurv | Survival Learner |
| MeasureDens | Density Measure |
| MeasureSurv | Survival Measure |
| MeasureSurvAUC | Abstract Class for survAUC Measures |
| mlr3proba-package | 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.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.rcll | Right-Censored Log loss 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_task_generators_simdens | Density Task Generator for Package 'distr6' |
| mlr_task_generators_simsurv | Survival Task Generator for Package 'simsurv' |
| 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 |
| pecs | Prediction Error Curves for PredictionSurv and LearnerSurv |
| PipeOpPredTransformer | PipeOpPredTransformer |
| PipeOpTaskTransformer | PipeOpTaskTransformer |
| PipeOpTransformer | PipeOpTransformer |
| plot.LearnerSurv | Visualization of fitted 'LearnerSurv' objects |
| PredictionDens | Prediction Object for Density |
| PredictionSurv | Prediction Object for Survival |
| TaskDens | Density Task |
| TaskSurv | Survival Task |
| whas | Worcester Heart Attack Study (WHAS) Dataset |
