Package index • mlr3survival

Package

mlr3survival mlr3survival-package: mlr3survival: Survival Analysis with 'mlr3'

Building Blocks

TaskSurv: Survival Task
LearnerSurv: Survival Learner
PredictionSurv: Prediction Object for Survival
MeasureSurv: Survival Measure

Survival Tasks

mlr_tasks_gbsg: German Breast Cancer Study Survival Task
mlr_tasks_mgus: Monoclonal Gammopathy Survival Task
mlr_tasks_veteran: Veteran Survival Task
mlr_tasks_lung: Lung Cancer Survival Task
mlr_tasks_rats: Rats Survival Task

Survival Learners

mlr_learners_surv.coxph LearnerSurvCoxPH: Cox Proportional Hazards
mlr_learners_surv.kaplan LearnerSurvKaplan: Kaplan-Meier Estimator

Survival Measures

mlr_measures_surv.cindex MeasureSurvCindex: Concordance Index

Converters

as_prediction_surv(): Convert to a Survival Prediction
as_task_surv(): Convert to a Survival Task

Internal Objects and Functions

surv_return(): Get Survival Predict Types
get_mortality(): Calculate the expected mortality risks from a survival matrix