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mlsurvlrnrs

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Software:5983169



CRANmlsurvlrnrsMaRDI QIDQ5983169

R6-Based ML Survival Learners for 'mlexperiments'

Lorenz A. Kapsner

Last update: 12 August 2023

Copyright license: GNU General Public License

Software version identifier: 0.0.2



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