ClusterR (version 1.3.2)

Silhouette_Dissimilarity_Plot: Plot of silhouette widths or dissimilarities

Description

Plot of silhouette widths or dissimilarities

Usage

Silhouette_Dissimilarity_Plot(evaluation_object, silhouette = TRUE)

Value

TRUE if either the silhouette widths or the dissimilarities are plotted successfully, otherwise FALSE

Arguments

evaluation_object

the output of either a Cluster_Medoids or Clara_Medoids function

silhouette

either TRUE or FALSE, indicating whether the silhouette widths or the dissimilarities should be plotted

Author

Lampros Mouselimis

Details

This function takes the result-object of the Cluster_Medoids or Clara_Medoids function and depending on the argument silhouette it plots either the dissimilarities or the silhouette widths of the observations belonging to each cluster.

Examples

# data(soybean)

# dat = soybean[, -ncol(soybean)]

# cm = Cluster_Medoids(dat, clusters = 5, distance_metric = 'jaccard_coefficient')

# plt_sd = Silhouette_Dissimilarity_Plot(cm, silhouette = TRUE)