PEM Pipeline

[studener]

Need to check how the offset is defined and be used with this pipeline. Check the following learners that have an offset parameter:

• In mlr3learners
  • glm => stats::glm(), stats::lm() in mlr3learners
  • glmnet learners in mlr3learners have offset during train and newoffset during predict
  • xgboost learners
• In mlr3extralearners
  • lme4::lmer()
  • mgcv::gam()
  • gamboost and glmboost => mboost_* (classif + regr)
  • partykit tree and forest learners in mlr3extralearners?
• other gradient based methods?