Man pages for mlr3proba
Probabilistic Supervised Learning for 'mlr3'

crankcompositorCompose a Crank Predict Type for Survival Learners
distrcompositorCompose a Distr Predict Type for Survival Learners
LearnerSurvSurvival Learner
LearnerSurvBlackboostGradient Boosting with Regression Trees Survival Learner
LearnerSurvCoxPHCox Proportional Hazards Survival Learner
LearnerSurvCVGlmnetCross-Validated GLM with Elastic Net Regularization Survival...
LearnerSurvFlexibleFlexible Parametric Spline Survival Learner
LearnerSurvGamboostGradient Boosting for Additive Models Survival Learner
LearnerSurvGBMGeneralized Boosting Regression Modeling Survival Learner
LearnerSurvGlmboostGradient Boosting with Component-wise Linear Models Survival...
LearnerSurvGlmnetGLM with Elastic Net Regularization Survival Learner
LearnerSurvKaplanKaplan-Meier Estimator Survival Learner
LearnerSurvMboostGradient Boosting for Generalized Additive Models Survival...
LearnerSurvNelsonNelson-Aalen Estimator Survival Learner
LearnerSurvParametricFully Parametric Survival Learner
LearnerSurvPenalizedL1 and L2 Penalized Estimation in GLMs Survival Learner
LearnerSurvRandomForestSRCRandomForestSRC Survival Forest Survival Learner
LearnerSurvRangerRanger Survival Forest Survival Learner
LearnerSurvRpartRpart Survival Forest Survival Learner
LearnerSurvSVMRegression, Ranking and Hybrid Support Vector Machines...
MeasureSurvSurvival Measure
MeasureSurvBeggCBegg's C-Index Survival Measure
MeasureSurvChamblessAUCChambless and Diao's AUC Survival Measure
MeasureSurvGonenCGonen and Heller's C-Index Survival Measure
MeasureSurvGrafIntegrated Graf Score Survival Measure
MeasureSurvGrafSEStandard Error of Integrated Graf Score Survival Measure
MeasureSurvHarrellCHarrell's C-Index Survival Measure
MeasureSurvHungAUCHung and Chiang's AUC Survival Measure
MeasureSurvIntLoglossIntegrated Log loss Survival Measure
MeasureSurvIntLoglossSEStandard Error of Integrated Log loss Survival Measure
MeasureSurvLoglossLog loss Survival Measure
MeasureSurvLoglossSEStandard Error of Log loss Survival Measure
MeasureSurvNagelkR2Nagelkerke's R2 Survival Measure
MeasureSurvOQuigleyR2O'Quigley, Xu, and Stare's R2 Survival Measure
MeasureSurvSongAUCSong and Zhou's AUC Survival Measure
MeasureSurvSongTNRSong and Zhou's TNR Survival Measure
MeasureSurvSongTPRSong and Zhou's TPR Survival Measure
MeasureSurvUnoAUCUno's AUC Survival Measure
MeasureSurvUnoCUno's C-Index Survival Measure
MeasureSurvUnoTNRUno's TNR Survival Measure
MeasureSurvUnoTPRUno's TPR Survival Measure
MeasureSurvXuR2Xu and O'Quigley's R2 Survival Measure
mlr3proba-packagemlr3proba: Probabilistic Supervised Learning for 'mlr3'
mlr_tasks_lungLung Cancer Survival Task
mlr_tasks_ratsRats Survival Task
mlr_tasks_unemploymentUnemployment Duration Task
PipeOpCrankCompositorPipeOpCrankCompositor
PipeOpDistrCompositorPipeOpDistrCompositor
PredictionSurvPrediction Object for Survival
TaskGeneratorSimsurvSurvival Task Generator for Package 'simsurv'
TaskSurvSurvival Task
mlr3proba documentation built on Jan. 8, 2020, 5:07 p.m.