Package index

Package

mlr3cmprsk mlr3cmprsk-package

mlr3cmprsk: Competing Risks Machine Learning for 'mlr3'

Building Blocks

TaskCompRisks

Competing Risks Task

LearnerCompRisks

Competing Risks Learner

PredictionCompRisks

Prediction Object for Competing Risks

MeasureCompRisks

Competing Risks Measure

Competing Risks Tasks

mlr_tasks_pbc

Primary Biliary Cholangitis Competing Risks Task

Competing Risks Learners

mlr_learners_cmprsk.aalen LearnerCompRisksAalenJohansen

Aalen Johansen Competing Risks Learner

mlr_learners_cmprsk.fg LearnerCompRisksFineGray

Fine-Gray Competing Risks Learner

Competing Risks Measures

mlr_measures_cmprsk.auc MeasureCompRisksAUC

AUC(t) Competing Risks Measure

mlr_measures_cmprsk.brier MeasureCompRisksBrierScore

Brier Score Competing Risks Measure

mlr_measures_cmprsk.ibs MeasureCompRisksIntegratedBrierScore

Integrated Brier Score Competing Risks Measure

Converters

as_prediction_cmprsk() as_prediction(<PredictionDataCompRisks>)

Convert to a Competing Risk Prediction

as_task_cmprsk()

Convert to a Competing Risks Task

Assertions

assert_cif_list()

Assert a List of Cumulative Incidence Matrices