diff --git a/12-spatial-cv.Rmd b/12-spatial-cv.Rmd index ba45893ff..2788b5a3d 100644 --- a/12-spatial-cv.Rmd +++ b/12-spatial-cv.Rmd @@ -26,10 +26,12 @@ library(lgr) # logging framework for R library(mlr3) # unified interface to machine learning algorithms library(mlr3learners) # most important machine learning algorithms library(mlr3extralearners) # access to even more learning algorithms -library(mlr3spatiotempcv) # spatiotemporal resampling strategies +library(mlr3proba) # make probabilistic predictions, here only needed for mlr3extralearners::list_learners() +library(mlr3spatiotempcv) # spatio-temporal resampling strategies library(mlr3tuning) # hyperparameter tuning library(mlr3viz) # plotting functions for mlr3 objects library(progressr) # report progress updates +library(pROC) # compute roc values ``` Required data will be attached in due course.