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

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Search the mlr-org/mlr3proba package
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272
Source code
184
Man pages
96
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mlr-org/mlr3proba: Probabilistic Supervised Learning for 'mlr3'
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API for mlr-org/mlr3proba
Probabilistic Supervised Learning for 'mlr3'

Global functions
.c_weight_survival_score Man page Source code
.cbhaz_breslow Source code
.ext_surv_mat Source code
.histogram Source code
.histogram_cdf Source code
.onLoad Source code
.onUnload Source code
.pec_times Source code
.scoring_rule_erv Source code
.surv_return Man page Source code
LearnerDens Man page
LearnerDensHistogram Man page
LearnerDensKDE Man page
LearnerSurv Man page
LearnerSurvCoxPH Man page
LearnerSurvKaplan Man page
LearnerSurvRpart Man page
MeasureDens Man page
MeasureDensLogloss Man page
MeasureRegrLogloss Man page
MeasureSurv Man page
MeasureSurvAUC Man page
MeasureSurvBrier Man page
MeasureSurvCalibrationAlpha Man page
MeasureSurvCalibrationBeta Man page
MeasureSurvChamblessAUC Man page
MeasureSurvCindex Man page
MeasureSurvDCalibration Man page
MeasureSurvGraf Man page
MeasureSurvHungAUC Man page
MeasureSurvICI Man page
MeasureSurvIntLogloss Man page
MeasureSurvLogloss Man page
MeasureSurvMAE Man page
MeasureSurvMSE Man page
MeasureSurvNagelkR2 Man page
MeasureSurvOQuigleyR2 Man page
MeasureSurvRCLL Man page
MeasureSurvRMSE Man page
MeasureSurvSchmid Man page
MeasureSurvSongAUC Man page
MeasureSurvSongTNR Man page
MeasureSurvSongTPR Man page
MeasureSurvUnoAUC Man page
MeasureSurvUnoTNR Man page
MeasureSurvUnoTPR Man page
MeasureSurvXuR2 Man page
PipeOpBreslow Man page
PipeOpCrankCompositor Man page
PipeOpDistrCompositor Man page
PipeOpPredClassifSurvDiscTime Man page
PipeOpPredClassifSurvIPCW Man page
PipeOpPredRegrSurvPEM Man page
PipeOpProbregr Man page
PipeOpResponseCompositor Man page
PipeOpSurvAvg Man page
PipeOpTaskSurvClassifDiscTime Man page
PipeOpTaskSurvClassifIPCW Man page
PipeOpTaskSurvRegrPEM Man page
PredictionDens Man page
PredictionSurv Man page
TaskDens Man page
TaskGeneratorCoxed Man page
TaskGeneratorSimdens Man page
TaskGeneratorSimsurv Man page
TaskSurv Man page
actg Man page
apply_theme Source code
as.data.table.PredictionDens Source code
as.data.table.PredictionSurv Source code
as_prediction.PredictionDataDens Source code
as_prediction.PredictionDataSurv Source code
as_prediction_dens Man page Source code
as_prediction_dens.PredictionDens Man page Source code
as_prediction_dens.data.frame Man page Source code
as_prediction_surv Man page Source code
as_prediction_surv.PredictionSurv Man page Source code
as_prediction_surv.data.frame Man page Source code
as_task_dens Man page Source code
as_task_dens.DataBackend Man page Source code
as_task_dens.TaskDens Man page Source code
as_task_dens.data.frame Man page Source code
as_task_surv Man page Source code
as_task_surv.DataBackend Man page Source code
as_task_surv.TaskSurv Man page Source code
as_task_surv.data.frame Man page Source code
as_task_surv.formula Man page Source code
assert_surv Man page Source code
assert_surv_matrix Man page Source code
autoplot.PredictionSurv Man page Source code
autoplot.TaskDens Man page Source code
autoplot.TaskSurv Man page Source code
breslow Man page Source code
c.PredictionDataDens Source code
c.PredictionDataSurv Source code
c_assert_surv Source code
c_concordance Source code
c_gonen Source code
c_score_graf_schmid Source code
c_score_intslogloss Source code
check_prediction_data.PredictionDataDens Source code
check_prediction_data.PredictionDataSurv Source code
check_subsetpattern Source code
cindex Source code
col_sums Source code
cpp Man page
create_grlrn Source code
filter_prediction_data.PredictionDataSurv Source code
format_range Source code
format_types Source code
gbcs Man page
get_akritas_learner Source code
get_mortality Man page Source code
gonen Source code
grace Man page
integrated_score Source code
integrated_se Source code
is_missing_prediction_data.PredictionDataDens Source code
is_missing_prediction_data.PredictionDataSurv Source code
load_actg Source code
load_faithful Source code
load_gbcs Source code
load_gbsg Source code
load_grace Source code
load_lung Source code
load_mgus Source code
load_pbc Source code
load_precip Source code
load_rats Source code
load_veteran Source code
load_whas Source code
mlr3proba Man page
mlr3proba-package Man page
mlr_graphs_crankcompositor Man page
mlr_graphs_distrcompositor Man page
mlr_graphs_probregr Man page
mlr_graphs_responsecompositor Man page
mlr_graphs_survaverager Man page
mlr_graphs_survbagging Man page
mlr_graphs_survtoclassif_IPCW Man page
mlr_graphs_survtoclassif_disctime Man page
mlr_graphs_survtoregr_pem Man page
mlr_learners_dens.hist Man page
mlr_learners_dens.kde Man page
mlr_learners_surv.coxph Man page
mlr_learners_surv.kaplan Man page
mlr_learners_surv.rpart Man page
mlr_measures_dens.logloss Man page
mlr_measures_regr.logloss Man page
mlr_measures_surv.brier Man page
mlr_measures_surv.calib_alpha Man page
mlr_measures_surv.calib_beta Man page
mlr_measures_surv.calib_index Man page
mlr_measures_surv.chambless_auc Man page
mlr_measures_surv.cindex Man page
mlr_measures_surv.dcalib Man page
mlr_measures_surv.graf Man page
mlr_measures_surv.hung_auc Man page
mlr_measures_surv.intlogloss Man page
mlr_measures_surv.logloss Man page
mlr_measures_surv.mae Man page
mlr_measures_surv.mse Man page
mlr_measures_surv.nagelk_r2 Man page
mlr_measures_surv.oquigley_r2 Man page
mlr_measures_surv.rcll Man page
mlr_measures_surv.rmse Man page
mlr_measures_surv.schmid Man page
mlr_measures_surv.song_auc Man page
mlr_measures_surv.song_tnr Man page
mlr_measures_surv.song_tpr Man page
mlr_measures_surv.uno_auc Man page
mlr_measures_surv.uno_tnr Man page
mlr_measures_surv.uno_tpr Man page
mlr_measures_surv.xu_r2 Man page
mlr_pipeops_compose_breslow_distr Man page
mlr_pipeops_compose_probregr Man page
mlr_pipeops_crankcompose Man page
mlr_pipeops_distrcompose Man page
mlr_pipeops_responsecompose Man page
mlr_pipeops_survavg Man page
mlr_pipeops_trafopred_classifsurv_IPCW Man page
mlr_pipeops_trafopred_classifsurv_disctime Man page
mlr_pipeops_trafopred_regrsurv_pem Man page
mlr_pipeops_trafotask_survclassif_IPCW Man page
mlr_pipeops_trafotask_survclassif_disctime Man page
mlr_pipeops_trafotask_survregr_pem Man page
mlr_task_generators_coxed Man page
mlr_task_generators_simdens Man page
mlr_task_generators_simsurv Man page
mlr_tasks_actg Man page
mlr_tasks_faithful Man page
mlr_tasks_gbcs Man page
mlr_tasks_gbsg Man page
mlr_tasks_grace Man page
mlr_tasks_lung Man page
mlr_tasks_mgus Man page
mlr_tasks_pbc Man page
mlr_tasks_precip Man page
mlr_tasks_rats Man page
mlr_tasks_veteran Man page
mlr_tasks_whas Man page
ordered_features Source code
pecs Man page Source code
pecs.PredictionSurv Man page Source code
pecs.list Man page Source code
pipeline_crankcompositor Man page Source code
pipeline_distrcompositor Man page Source code
pipeline_probregr Man page Source code
pipeline_responsecompositor Man page Source code
pipeline_survaverager Man page Source code
pipeline_survbagging Man page Source code
pipeline_survtoclassif_IPCW Man page Source code
pipeline_survtoclassif_disctime Man page Source code
pipeline_survtoregr_pem Man page Source code
plot.TaskDens Source code
plot.TaskSurv Source code
plot_probregr Man page Source code
r6_private Source code
register_graph Source code
register_learner Source code
register_measure Source code
register_mlr3 Source code
register_mlr3pipelines Source code
register_pipeop Source code
register_reflections Source code
register_task Source code
register_task_generator Source code
score_graf_schmid Source code
score_intslogloss Source code
surv_logloss Source code
surv_mae Source code
surv_mse Source code
unregister_reflections Source code
weighted_survival_score Source code
whas Man page
mlr-org/mlr3proba documentation built on April 12, 2025, 4:38 p.m.

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