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mlsurvlrnrs (version 0.0.8)

R6-Based ML Survival Learners for 'mlexperiments'

Description

Enhances 'mlexperiments' with additional machine learning ('ML') learners for survival analysis. The package provides R6-based survival learners for the following algorithms: 'glmnet' , 'ranger' , 'xgboost' , and 'rpart' . These can be used directly with the 'mlexperiments' R package.

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Install

install.packages('mlsurvlrnrs')

Monthly Downloads

336

Version

0.0.8

License

GPL (>= 3)

Issues

1

Pull Requests

0

Stars

3

Forks

1

Maintainer

Lorenz A. Kapsner

Last Published

January 17th, 2026

Functions in mlsurvlrnrs (0.0.8)

LearnerSurvRangerCox

R6 Class to construct a Ranger survival learner for Cox regression
c_index

c_index
LearnerSurvGlmnetCox

R6 Class to construct a Glmnet survival learner for Cox regression
LearnerSurvXgboostAft

R6 Class to construct a Xgboost survival learner for accelerated failure time models
LearnerSurvCoxPHCox

R6 Class to construct a Cox proportional hazards survival learner
LearnerSurvXgboostCox

R6 Class to construct a Xgboost survival learner for Cox regression
LearnerSurvRpartCox

LearnerSurvRpartCox R6 class