Changes in version 0.1.1 (2024-11-26)                  

Major Changes

  - Implemented automatic variable selection functionality
      - Added new vars_combinations = "auto" option in EHyClus
      - Integrated findCorrelation and select_var_ind functions in
        utils.R
  - Enhanced clustering validation metrics
      - Added Adjusted Rand Index (ARI) to clustering_validation
      - Added internal validations metrics such as Davies-Bouldin, Dunn
        and Silhouette indices available in
        get_internal_clustering_criteria function
      - Reordered parameters to clusters then true_labels for better
        intuitive use
      - Modified output to return results as a list

Performance Improvements

  - Added parallel execution support for the generate_indices function
  - Implemented kmeans++ initialization for improved clustering
  - Added support for additional parameters in EHyClus,
    generate_indices, and funspline

Removals

  - Removed the grid parameter (evaluation grid) as it wasn't affecting
    results
  - Removed unused parameters for code cleanliness

Documentation Updates

  - Updated citations and added inst/CITATION
  - Enhanced vignettes
      - Added section for automatic variable selection in second
        vignette
      - Updated examples and documentation