mlr_measures_clust.silhouette: Rousseeuw's Silhouette Quality Index

mlr_measures_clust.silhouetteR Documentation

Rousseeuw's Silhouette Quality Index

Description

The score function calls cluster::silhouette() from package cluster. "sil_width" is used subset output of the function call.

Format

R6::R6Class() inheriting from MeasureClust.

Construction

This measures can be retrieved from the dictionary mlr3::mlr_measures:

mlr_measures$get("clust.silhouette")
msr("clust.silhouette")

Meta Information

  • Range: [0, \infty)

  • Minimize: FALSE

  • Required predict type: partition

See Also

Dictionary of Measures: mlr3::mlr_measures

as.data.table(mlr_measures) for a complete table of all (also dynamically created) mlr3::Measure implementations.

Other cluster measures: mlr_measures_clust.ch, mlr_measures_clust.dunn, mlr_measures_clust.wss


mlr-org/mlr3cluster documentation built on Dec. 24, 2024, 3:19 a.m.