barplotnum |
Barplot of each cluster for numerical variables data set |
clust4 |
4-clustered data set |
clust5 |
5-clustered data set |
clustboot |
Bootstrap replications for clustering alorithm |
clustheatmap |
Consensus matrix heatmap from A consensus matrix |
consensusmatrix |
Consensus matrix from A matrix of bootstrap replicates |
cooccur |
Co-occurrence distance for binary/ categorical variables data |
csv |
Centroid shadow value (CSV) index and plot |
distmix |
Distances for mixed variables data set |
distNumeric |
A pair distance for numerical variables |
fastkmed |
Simple and fast k-medoid algorithm |
globalfood |
Global food security index |
heart |
Heart Disease data set |
inckmed |
Increasing number of clusters in k-medoids algorithm |
matching |
A pair distance for binary/ categorical variables |
pcabiplot |
Biplot of a PCA object |
rankkmed |
Rank k-medoid algorithm |
shadow |
Centroid shadow value (CSV) index of each cluster based on medoid |
sil |
Silhouette index and plot |
silhoutte |
Silhoutte index of each cluster |
stepkmed |
Step k-medoid algorithm from Yu et al. |