Man pages for mlr3proba
Probabilistic Supervised Learning for 'mlr3'

actgACTG 320 Clinical Trial Dataset
as_prediction_densConvert to a Density Prediction
as_prediction_survConvert to a Survival Prediction
assert_survAssert survival object
as_task_densConvert to a Density Task
as_task_survConvert to a Survival Task
cppCpp functions
dot-surv_returnGet Survival Predict Types
gbcsGerman Breast Cancer Study (GBCS) Dataset
graceGRACE 1000 Dataset
LearnerDensDensity Learner
LearnerSurvSurvival Learner
MeasureDensDensity Measure
MeasureSurvSurvival Measure
MeasureSurvAUCAbstract Class for survAUC Measures
mlr3proba-packagemlr3proba: Probabilistic Supervised Learning for 'mlr3'
mlr_graphs_crankcompositorEstimate Survival crank Predict Type Pipeline
mlr_graphs_distrcompositorEstimate Survival distr Predict Type Pipeline
mlr_graphs_probregrcompositorEstimate Regression distr Predict Type Pipeline
mlr_graphs_survaveragerSurvival Prediction Averaging Pipeline
mlr_graphs_survbaggingSurvival Prediction Averaging Pipeline
mlr_graphs_survtoregrSurvival to Regression Reduction Pipeline
mlr_learners_dens.histHistogram Density Estimator
mlr_learners_dens.kdeKernel Density Estimator
mlr_learners_surv.coxphCox Proportional Hazards Survival Learner
mlr_learners_surv.kaplanKaplan-Meier Estimator Survival Learner
mlr_learners_surv.rpartRpart Survival Trees Survival Learner
mlr_measures_dens.loglossLog loss Density Measure
mlr_measures_surv.calib_alphaVan Houwelingen's Alpha Survival Measure
mlr_measures_surv.calib_betaVan Houwelingen's Beta Survival Measure
mlr_measures_surv.chambless_aucChambless and Diao's AUC Survival Measure
mlr_measures_surv.cindexConcordance Statistics Survival Measure
mlr_measures_surv.dcalibD-Calibration Survival Measure
mlr_measures_surv.grafIntegrated Graf Score Survival Measure
mlr_measures_surv.hung_aucHung and Chiang's AUC Survival Measure
mlr_measures_surv.intloglossIntegrated Log loss Survival Measure
mlr_measures_surv.loglossLog loss Survival Measure
mlr_measures_surv.maeMean Absolute Error Survival Measure
mlr_measures_surv.mseMean Squared Error Survival Measure
mlr_measures_surv.nagelk_r2Nagelkerke's R2 Survival Measure
mlr_measures_surv.oquigley_r2O'Quigley, Xu, and Stare's R2 Survival Measure
mlr_measures_surv.rcllRight-Censored Log loss Survival Measure
mlr_measures_surv.rmseRoot Mean Squared Error Survival Measure
mlr_measures_surv.schmidIntegrated Schmid Score Survival Measure
mlr_measures_surv.song_aucSong and Zhou's AUC Survival Measure
mlr_measures_surv.song_tnrSong and Zhou's TNR Survival Measure
mlr_measures_surv.song_tprSong and Zhou's TPR Survival Measure
mlr_measures_surv.uno_aucUno's AUC Survival Measure
mlr_measures_surv.uno_tnrUno's TNR Survival Measure
mlr_measures_surv.uno_tprUno's TPR Survival Measure
mlr_measures_surv.xu_r2Xu and O'Quigley's R2 Survival Measure
mlr_pipeops_compose_crankPipeOpCrankCompositor
mlr_pipeops_compose_distrPipeOpDistrCompositor
mlr_pipeops_compose_probregrPipeOpProbregrCompositor
mlr_pipeops_survavgPipeOpSurvAvg
mlr_pipeops_trafopred_regrsurvPipeOpPredRegrSurv
mlr_pipeops_trafopred_survregrPipeOpPredSurvRegr
mlr_pipeops_trafotask_regrsurvPipeOpTaskRegrSurv
mlr_pipeops_trafotask_survregrPipeOpTaskSurvRegr
mlr_task_generators_simdensDensity Task Generator for Package 'distr6'
mlr_task_generators_simsurvSurvival Task Generator for Package 'simsurv'
mlr_tasks_actgACTG 320 Survival Task
mlr_tasks_faithfulOld Faithful Eruptions Density Task
mlr_tasks_gbcsGerman Breast Cancer Study Survival Task
mlr_tasks_graceGRACE 1000 Survival Task
mlr_tasks_lungLung Cancer Survival Task
mlr_tasks_precipAnnual Precipitation Density Task
mlr_tasks_ratsRats Survival Task
mlr_tasks_unemploymentUnemployment Duration Survival Task
mlr_tasks_whasWorcester Heart Attack Study (WHAS) Survival Task
pecsPrediction Error Curves for PredictionSurv and LearnerSurv
PipeOpPredTransformerPipeOpPredTransformer
PipeOpTaskTransformerPipeOpTaskTransformer
PipeOpTransformerPipeOpTransformer
plot.LearnerSurvVisualization of fitted 'LearnerSurv' objects
PredictionDensPrediction Object for Density
PredictionSurvPrediction Object for Survival
TaskDensDensity Task
TaskSurvSurvival Task
whasWorcester Heart Attack Study (WHAS) Dataset
mlr3proba documentation built on April 25, 2022, 5:07 p.m.