Files in mlr-org/mlr3proba
Probabilistic Supervised Learning for 'mlr3'

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DESCRIPTION
LICENSE
NAMESPACE
NEWS.md R/LearnerDens.R R/LearnerDensHistogram.R R/LearnerDensKDE.R R/LearnerSurv.R R/LearnerSurvCoxPH.R R/LearnerSurvKaplan.R R/LearnerSurvRpart.R R/MeasureDens.R R/MeasureDensLogloss.R R/MeasureRegrLogloss.R R/MeasureSurv.R R/MeasureSurvAUC.R R/MeasureSurvCalibrationAlpha.R R/MeasureSurvCalibrationBeta.R R/MeasureSurvChamblessAUC.R R/MeasureSurvCindex.R R/MeasureSurvDCalibration.R R/MeasureSurvGraf.R R/MeasureSurvHungAUC.R R/MeasureSurvICI.R R/MeasureSurvIntLogloss.R R/MeasureSurvLogloss.R R/MeasureSurvMAE.R R/MeasureSurvMSE.R R/MeasureSurvNagelkR2.R R/MeasureSurvOQuigleyR2.R R/MeasureSurvRCLL.R R/MeasureSurvRMSE.R R/MeasureSurvSchmid.R R/MeasureSurvSongAUC.R R/MeasureSurvSongTNR.R R/MeasureSurvSongTPR.R R/MeasureSurvUnoAUC.R R/MeasureSurvUnoTNR.R R/MeasureSurvUnoTPR.R R/MeasureSurvXuR2.R R/PipeOpBreslow.R R/PipeOpCrankCompositor.R R/PipeOpDistrCompositor.R R/PipeOpPredClassifSurvDiscTime.R R/PipeOpPredClassifSurvIPCW.R R/PipeOpPredRegrSurvPEM.R R/PipeOpProbregrCompositor.R R/PipeOpResponseCompositor.R R/PipeOpSurvAvg.R R/PipeOpTaskSurvClassifDiscTime.R R/PipeOpTaskSurvClassifIPCW.R R/PipeOpTaskSurvRegrPEM.R R/PredictionDataDens.R R/PredictionDataSurv.R R/PredictionDens.R R/PredictionSurv.R R/RcppExports.R R/TaskDens.R R/TaskDens_zzz.R R/TaskGeneratorCoxed.R R/TaskGeneratorSimdens.R R/TaskGeneratorSimsurv.R R/TaskSurv.R R/TaskSurv_zzz.R R/aaa.R R/as_prediction_dens.R R/as_prediction_surv.R R/as_task_dens.R R/as_task_surv.R R/assertions.R R/autoplot.R R/bibentries.R R/breslow.R R/cindex.R R/data.R R/helpers.R R/histogram.R R/integrated_scores.R R/mlr3proba-package.R R/pecs.R R/pipelines.R R/plot_probregr.R R/scoring_rule_erv.R R/surv_measures.R R/surv_return.R R/zzz.R README.Rmd README.md
data/actg.rda
data/gbcs.rda
data/grace.rda
data/whas.rda
inst/CITATION
inst/testthat/helper_autotest.R inst/testthat/helper_expectations.R man-roxygen/dataset.R man-roxygen/dens_learner.R man-roxygen/dens_measure.R man-roxygen/details_method.R man-roxygen/details_tmax.R man-roxygen/details_trainG.R man-roxygen/example_auc_measures.R man-roxygen/example_scoring_rules.R man-roxygen/measure_survAUC.R man-roxygen/param_aggregator.R man-roxygen/param_average.R man-roxygen/param_backend.R man-roxygen/param_eps.R man-roxygen/param_erv.R man-roxygen/param_event.R man-roxygen/param_feature_types.R man-roxygen/param_id.R man-roxygen/param_input_output.R man-roxygen/param_integrated.R man-roxygen/param_label.R man-roxygen/param_learner_properties.R man-roxygen/param_man.R man-roxygen/param_measure_properties.R man-roxygen/param_method.R man-roxygen/param_minimize.R man-roxygen/param_packages.R man-roxygen/param_param_set.R man-roxygen/param_pipeline_learner.R man-roxygen/param_pipeline_learner_regr.R man-roxygen/param_pipelines.R man-roxygen/param_pmax.R man-roxygen/param_predict_sets.R man-roxygen/param_predict_type.R man-roxygen/param_predict_types.R man-roxygen/param_proper.R man-roxygen/param_range.R man-roxygen/param_remove_obs.R man-roxygen/param_rows.R man-roxygen/param_se.R man-roxygen/param_task_properties.R man-roxygen/param_theme.R man-roxygen/param_thresh.R man-roxygen/param_time.R man-roxygen/param_time2.R man-roxygen/param_times.R man-roxygen/param_times2.R man-roxygen/param_tmax.R man-roxygen/param_type.R man-roxygen/param_type_auc.R man-roxygen/pipeline.R man-roxygen/properness.R man-roxygen/regr_measure.R man-roxygen/section_theme.R man-roxygen/seealso_learner.R man-roxygen/seealso_measure.R man-roxygen/seealso_task.R man-roxygen/seealso_task_generator.R man-roxygen/surv_learner.R man-roxygen/surv_measure.R man-roxygen/task.R man-roxygen/task_generator.R man-roxygen/which_times.R man/LearnerDens.Rd man/LearnerSurv.Rd man/MeasureDens.Rd man/MeasureSurv.Rd man/MeasureSurvAUC.Rd man/PredictionDens.Rd man/PredictionSurv.Rd man/TaskDens.Rd man/TaskSurv.Rd man/actg.Rd man/as_prediction_dens.Rd man/as_prediction_surv.Rd man/as_task_dens.Rd man/as_task_surv.Rd man/assert_surv.Rd man/assert_surv_matrix.Rd man/autoplot.PredictionSurv.Rd man/autoplot.TaskDens.Rd man/autoplot.TaskSurv.Rd man/breslow.Rd man/cpp.Rd man/dot-surv_return.Rd
man/figures/lifecycle-experimental.svg
man/gbcs.Rd man/get_mortality.Rd man/grace.Rd man/mlr3proba-package.Rd man/mlr_graphs_crankcompositor.Rd man/mlr_graphs_distrcompositor.Rd man/mlr_graphs_probregr.Rd man/mlr_graphs_responsecompositor.Rd man/mlr_graphs_survaverager.Rd man/mlr_graphs_survbagging.Rd man/mlr_graphs_survtoclassif_IPCW.Rd man/mlr_graphs_survtoclassif_disctime.Rd man/mlr_graphs_survtoregr_pem.Rd man/mlr_learners_dens.hist.Rd man/mlr_learners_dens.kde.Rd man/mlr_learners_surv.coxph.Rd man/mlr_learners_surv.kaplan.Rd man/mlr_learners_surv.rpart.Rd man/mlr_measures_dens.logloss.Rd man/mlr_measures_regr.logloss.Rd man/mlr_measures_surv.calib_alpha.Rd man/mlr_measures_surv.calib_beta.Rd man/mlr_measures_surv.calib_index.Rd man/mlr_measures_surv.chambless_auc.Rd man/mlr_measures_surv.cindex.Rd man/mlr_measures_surv.dcalib.Rd man/mlr_measures_surv.graf.Rd man/mlr_measures_surv.hung_auc.Rd man/mlr_measures_surv.intlogloss.Rd man/mlr_measures_surv.logloss.Rd man/mlr_measures_surv.mae.Rd man/mlr_measures_surv.mse.Rd man/mlr_measures_surv.nagelk_r2.Rd man/mlr_measures_surv.oquigley_r2.Rd man/mlr_measures_surv.rcll.Rd man/mlr_measures_surv.rmse.Rd man/mlr_measures_surv.schmid.Rd man/mlr_measures_surv.song_auc.Rd man/mlr_measures_surv.song_tnr.Rd man/mlr_measures_surv.song_tpr.Rd man/mlr_measures_surv.uno_auc.Rd man/mlr_measures_surv.uno_tnr.Rd man/mlr_measures_surv.uno_tpr.Rd man/mlr_measures_surv.xu_r2.Rd man/mlr_pipeops_compose_breslow_distr.Rd man/mlr_pipeops_compose_probregr.Rd man/mlr_pipeops_crankcompose.Rd man/mlr_pipeops_distrcompose.Rd man/mlr_pipeops_responsecompose.Rd man/mlr_pipeops_survavg.Rd man/mlr_pipeops_trafopred_classifsurv_IPCW.Rd man/mlr_pipeops_trafopred_classifsurv_disctime.Rd man/mlr_pipeops_trafopred_regrsurv_pem.Rd man/mlr_pipeops_trafotask_survclassif_IPCW.Rd man/mlr_pipeops_trafotask_survclassif_disctime.Rd man/mlr_pipeops_trafotask_survregr_pem.Rd man/mlr_task_generators_coxed.Rd man/mlr_task_generators_simdens.Rd man/mlr_task_generators_simsurv.Rd man/mlr_tasks_actg.Rd man/mlr_tasks_faithful.Rd man/mlr_tasks_gbcs.Rd man/mlr_tasks_gbsg.Rd man/mlr_tasks_grace.Rd man/mlr_tasks_lung.Rd man/mlr_tasks_mgus.Rd man/mlr_tasks_pbc.Rd man/mlr_tasks_precip.Rd man/mlr_tasks_rats.Rd man/mlr_tasks_veteran.Rd man/mlr_tasks_whas.Rd man/pecs.Rd man/plot_probregr.Rd man/whas.Rd
mlr3proba.Rproj
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src/.gitignore
src/RcppExports.cpp
src/survival_assert.cpp
src/survival_scores.cpp
tests/testthat.R tests/testthat/helper.R tests/testthat/helper_pipeops.R tests/testthat/setup.R tests/testthat/teardown.R tests/testthat/test_PredictionDens.R tests/testthat/test_PredictionSurv.R tests/testthat/test_TaskDens.R tests/testthat/test_TaskSurv.R tests/testthat/test_as_task_surv.R tests/testthat/test_asserts.R tests/testthat/test_autoplot.R tests/testthat/test_breslow.R tests/testthat/test_crankcompose.R tests/testthat/test_discretetime.R tests/testthat/test_distrcompose.R tests/testthat/test_helpers.R tests/testthat/test_ipcw.R tests/testthat/test_mlr_learners_density_hist.R tests/testthat/test_mlr_learners_density_kde.R tests/testthat/test_mlr_learners_surv_coxph.R tests/testthat/test_mlr_learners_surv_kaplan.R tests/testthat/test_mlr_learners_surv_rpart.R tests/testthat/test_mlr_measures.R tests/testthat/test_mlr_measures_dens.R tests/testthat/test_mlr_measures_regr.R tests/testthat/test_mlr_task_generators.R tests/testthat/test_pecs.R tests/testthat/test_pem.R tests/testthat/test_pipelines.R tests/testthat/test_probregr.R tests/testthat/test_register.R tests/testthat/test_resample.R tests/testthat/test_responsecompose.R tests/testthat/test_single_step.R tests/testthat/test_surv_return.R tests/testthat/test_survavg.R tests/testthat/test_unload.R
mlr-org/mlr3proba documentation built on April 12, 2025, 4:38 p.m.