Appendix B — Tasks
The tasks that are used in this book are listed below including their key features and links to their help pages.
| Type | id | Missings? | Features | Help page |
|---|---|---|---|---|
| Regression | mtcars |
No | Numeric | mlr_tasks_mtcars |
| Binary classif (imbalanced) | german_credit |
No | Mixed | mlr_tasks_german_credit |
| Multiclass classif | penguins |
Yes | Mixed | mlr_tasks_penguins |
| Multiclass classif | penguins_simple |
No | Numeric | mlr_tasks_penguins_simple |
| Binary classif | sonar |
No | Numeric | mlr_tasks_sonar |
| Binary classif | pima |
Yes | Numeric | mlr_tasks_pima |
| Survival | rats |
No | Mixed | mlr_tasks_rats |
| Density | faithful |
No | Numeric | mlr_tasks_faithful |
| Clustering | usarrests |
No | Numeric | mlr_tasks_usarrests |
| Spatiotemporal | ecuador |
No | Numeric | mlr_tasks_ecuador |