Predicting probabilities in classification tasks allows us to adjust the probability thresholds required for assigning an observation to a certain class. This can lead to improved predictive performance.
Post moved to mlr-org.com/gallery/2020-10-14-threshold-tuning/.
For attribution, please cite this work as
Pfisterer (2020, Oct. 14). mlr3gallery: Threshold Tuning for Classification Tasks. Retrieved from https://mlr3gallery.mlr-org.com/posts/2020-10-14-threshold-tuning/
BibTeX citation
@misc{pfisterer2020threshold, author = {Pfisterer, Florian}, title = {mlr3gallery: Threshold Tuning for Classification Tasks}, url = {https://mlr3gallery.mlr-org.com/posts/2020-10-14-threshold-tuning/}, year = {2020} }