calc_validation_metrics: Calculate Cluster Validation Metrics
In tidylearn: A Unified Tidy Interface to R's Machine Learning Ecosystem
View source: R/unsupervised-validation.R
calc_validation_metrics R Documentation
Calculate Cluster Validation Metrics
Description
Comprehensive validation metrics for a clustering result
Usage
calc_validation_metrics(clusters, data = NULL, dist_mat = NULL)
Arguments
clusters
Vector of cluster assignments
data
Original data frame (for WSS calculation)
dist_mat
Distance matrix (for silhouette)
Value
A tibble with validation metrics
tidylearn documentation built on Feb. 6, 2026, 5:07 p.m.
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View source: R/unsupervised-validation.R
| calc_validation_metrics | R Documentation |
Calculate Cluster Validation Metrics
Description
Comprehensive validation metrics for a clustering result
Usage
calc_validation_metrics(clusters, data = NULL, dist_mat = NULL)
Arguments
clusters |
Vector of cluster assignments |
data |
Original data frame (for WSS calculation) |
dist_mat |
Distance matrix (for silhouette) |
Value
A tibble with validation metrics
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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