cclustr 0.1.2

Maintenance

• Updated the package vignette to use the SynthDiabetes2 dataset from mlbench (>= 2.1-11), replacing PimaIndiansDiabetes2, which was removed from mlbench and is no longer available. Added mlbench (>= 2.1-11) to Suggests in DESCRIPTION.

cclustr 0.1.1

• Initial release on CRAN.

New features

• as_mild_list(): standardizes multiple imputation outputs into a unified list of completed datasets.
• cluster_imputations(): applies clustering algorithms across all imputed datasets.
• consensus_clustering(): builds a consensus partition via co-assignment matrix.
• validate_clustering(): computes internal and stability validation metrics.
• choose_best_clustering(): selects the optimal k via weighted rank aggregation.
• run_mi_clustering(): convenience wrapper for the full pipeline.
• plot_consensus_matrix(): heatmap of the co-assignment matrix.
• plot_consensus_dendrogram(): dendrogram of the consensus solution.
• plot_validation_metrics(): multi-panel plot of validation metrics.