R: Bootstrapping Estimates of Clustering Stability

# Bootstrapping Estimates of Clustering Stability

## Documentation for package ‘bootcluster’ version 0.4.3

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

agreement | Calculate agreement between two clustering results
agreement_nk | Calculate agreement between two clustering results with known number of clusters
analyze_moc_datasets | Multi-Method Ensemble Clustering Analysis for Multiple-Objective Clustering (MOC) Datasets
compare_moc_results | Compare MOC Results
ensemble.cluster.multi | Multi-Method Ensemble Clustering with Graph-based Consensus
ensemble_cluster_multi_combinations | Multi-Method Ensemble Clustering with Multiple Stability Combinations
esmbl.stability | Estimate the stability of a clustering based on non-parametric bootstrap out-of-bag scheme, with option for subsampling scheme
k.select | Estimate number of clusters
k.select_ref | Estimate number of clusters
load_moc_datasets | Load Multiple-Objective Clustering (MOC) Datasets
min_agreement | Calculate minimum agreement across clusters
network.stability | Estimate of detect module stability
network.stability.output | Plot method for objests from threshold.select
ob.stability | Estimate the stability of a clustering based on non-parametric bootstrap out-of-bag scheme, with option for subsampling scheme
plot_moc_grid | Create a Grid Plot of MOC Results
plot_moc_results | Plot MOC Results
ref_dist | Generate reference distribution for stability assessment
ref_dist_bin | Generate reference distribution for binary data
ref_dist_pca | Generate PCA-based reference distribution
stability | Estimate clustering stability of k-means
threshold.select | Estimate of the overall Jaccard stability
wine | Wine Data Set