mlr_tasks_ruspini: Ruspini Cluster Task

In mlr-org/mlr3cluster: Cluster Extension for 'mlr3'

Ruspini Cluster Task

Description

A cluster task for the cluster::ruspini data set.

Format

R6::R6Class inheriting from TaskClust.

Dictionary

This mlr3::Task can be instantiated via the dictionary mlr3::mlr_tasks or with the associated sugar function tsk():

mlr_tasks$get("ruspini")
tsk("ruspini")

Meta Information

• Task type: “clust”

• Dimensions: 75x2

• Properties: -

• Has Missings: FALSE

• Target: -

• Features: “x”, “y”

References

Ruspini EH (1970). “Numerical methods for fuzzy clustering.” Information Sciences, 2(3), 319-350. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/S0020-0255(70)80056-1")}.

See Also

• 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_usarrests

mlr-org/mlr3cluster documentation built on Sept. 13, 2024, 7:07 a.m.