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kapsner

mlsurvlrnrs:R6-Based ML Survival Learners for 'mlexperiments'

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.

Maintained by Lorenz A. Kapsner. Last updated 11 days ago.

algorithms cox-regression experiments glmnet learners machine-learning random-survival-forests survival survival-support-vector-machine xgboost

64.3 match 4 stars 5.86 score 12 scripts