We implement a simple automated machine learning (AutoML) system which includes preprocessing, a switch between multiple learners and hyperparameter tuning.
Post moved to mlr-org.com/gallery/2021-03-11-practical-tuning-series-build-an-automated-machine-learning-system/.
For attribution, please cite this work as
Becker, et al. (2021, March 11). mlr3gallery: Practical Tuning Series - Build an Automated Machine Learning System. Retrieved from https://mlr3gallery.mlr-org.com/posts/2021-03-11-practical-tuning-series-build-an-automated-machine-learning-system/
BibTeX citation
@misc{becker2021practical, author = {Becker, Marc and Ullmann, Theresa and Lang, Michel and Bischl, Bernd and Richter, Jakob and Binder, Martin}, title = {mlr3gallery: Practical Tuning Series - Build an Automated Machine Learning System}, url = {https://mlr3gallery.mlr-org.com/posts/2021-03-11-practical-tuning-series-build-an-automated-machine-learning-system/}, year = {2021} }