mlr3gallery: Imbalanced Data Handling with mlr3

Giuseppe Casalicchio

Imbalanced Data Handling with mlr3

classification imbalanced data mlr3tuning tuning optimization nested resampling optdigits data set classification

This use case compares different approaches to handle class imbalance for the optdigits binary classification data set.

References

Citation

For attribution, please cite this work as

Casalicchio (2020, March 30). mlr3gallery: Imbalanced Data Handling with mlr3. Retrieved from https://mlr3gallery.mlr-org.com/posts/2020-03-30-imbalanced-data/

BibTeX citation

@misc{casalicchio2020imbalanced,
  author = {Casalicchio, Giuseppe},
  title = {mlr3gallery: Imbalanced Data Handling with mlr3},
  url = {https://mlr3gallery.mlr-org.com/posts/2020-03-30-imbalanced-data/},
  year = {2020}
}