mlr_tasks_usarrests | R Documentation |
A cluster task for the datasets::USArrests data set.
Rownames are stored as variable "states"
with column role "name"
.
R6::R6Class inheriting from TaskClust.
This mlr3::Task can be instantiated via the dictionary mlr3::mlr_tasks or with the associated sugar function mlr3::tsk()
:
mlr_tasks$get("usarrests") tsk("usarrests")
Task type: “clust”
Dimensions: 50x4
Properties: -
Has Missings: FALSE
Target: -
Features: “Assault”, “Murder”, “Rape”, “UrbanPop”
Berry, Brian J (1979). “Interactive Data Analysis: A Practical Primer.” Journal of the Royal Statistical Society: Series C (Applied Statistics), 28, 181.
Chapter in the mlr3book: https://mlr3book.mlr-org.com/chapters/chapter2/data_and_basic_modeling.html
Package mlr3data for more toy tasks.
Package mlr3oml for downloading tasks from https://www.openml.org.
Package mlr3viz for some generic visualizations.
Dictionary of Tasks: mlr3::mlr_tasks
as.data.table(mlr_tasks)
for a table of available Tasks in the running session (depending on the loaded packages).
mlr3fselect and mlr3filters for feature selection and feature filtering.
Extension packages for additional task types:
Unsupervised clustering: mlr3cluster
Probabilistic supervised regression and survival analysis: https://mlr3proba.mlr-org.com/.
Other Task:
TaskClust
,
mlr_tasks_ruspini
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