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Compute Cluster Quality Metrics (Internal)

Source: R/career_clustering.R
dot-compute_cluster_quality.Rd

Compute Cluster Quality Metrics (Internal)

Usage

.compute_cluster_quality(
  features_matrix,
  clusters,
  method,
  use_sampling = FALSE,
  sample_size = 50000,
  memory_fraction = 0.33
)

Arguments

features_matrix

Numeric feature matrix

clusters

Vector of cluster assignments

method

Clustering method

use_sampling

Logical. Use sampling for large datasets?

sample_size

Integer. Sample size for quality metrics

memory_fraction

Numeric. Fraction of available RAM to use (default 0.33)

Value

List with quality metrics