clearly issueshttps://gitlab.miracum.org/groups/clearly/-/issues2020-08-02T13:52:44Zhttps://gitlab.miracum.org/clearly/sigident/-/issues/1Move ML from caret to mlr32020-08-02T13:52:44ZLorenz KapsnerMove ML from caret to mlr3Glmnet, RF, SVM, KNN and lightgbm are all available with mlr3:
- https://github.com/mlr-org/mlr3learners
- https://github.com/mlr3learners/mlr3learners.lightgbm
Add Gridsearch according to: https://github.com/mlr3learners/mlr3learners.l...Glmnet, RF, SVM, KNN and lightgbm are all available with mlr3:
- https://github.com/mlr-org/mlr3learners
- https://github.com/mlr3learners/mlr3learners.lightgbm
Add Gridsearch according to: https://github.com/mlr3learners/mlr3learners.lightgbm/blob/master/vignettes/mlr3learners_lightgbm_tuning.Rmd
Advantages:
- simpler plotting: https://mlr3book.mlr-org.com/binary-classification.html
- simpler metrics
- less dependencies (no pRoc, no glmnet, no caret, no randomForest etc.)Lorenz KapsnerLorenz Kapsnerhttps://gitlab.miracum.org/clearly/tromics/-/issues/5"plot_Volcano" in "plotting" eingliedern2020-04-21T15:17:19ZMaximilian Fuchs"plot_Volcano" in "plotting" eingliedernMaximilian FuchsMaximilian Fuchs