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
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.