tidy_silhouette: Tidy Silhouette Analysis
In tidylearn: A Unified Tidy Interface to R's Machine Learning Ecosystem
View source: R/unsupervised-validation.R
tidy_silhouette R Documentation
Tidy Silhouette Analysis
Description
Compute silhouette statistics for cluster validation
Usage
tidy_silhouette(clusters, dist_mat)
Arguments
clusters
Vector of cluster assignments
dist_mat
Distance matrix (dist object)
Value
A list of class "tidy_silhouette" containing:
silhouette_data: tibble with silhouette values for each observation
avg_width: average silhouette width
cluster_avg: average silhouette width by cluster
tidylearn documentation built on Feb. 6, 2026, 5:07 p.m.
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View source: R/unsupervised-validation.R
| tidy_silhouette | R Documentation |
Tidy Silhouette Analysis
Description
Compute silhouette statistics for cluster validation
Usage
tidy_silhouette(clusters, dist_mat)
Arguments
clusters |
Vector of cluster assignments |
dist_mat |
Distance matrix (dist object) |
Value
A list of class "tidy_silhouette" containing:
silhouette_data: tibble with silhouette values for each observation
avg_width: average silhouette width
cluster_avg: average silhouette width by cluster
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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