Silhouette_Dissimilarity_Plot: Plot of silhouette widths or dissimilarities

In ClusterR: Gaussian Mixture Models, K-Means, Mini-Batch-Kmeans, K-Medoids and Affinity Propagation Clustering

Plot of silhouette widths or dissimilarities

Description

Plot of silhouette widths or dissimilarities

Usage

Silhouette_Dissimilarity_Plot(evaluation_object, silhouette = TRUE)

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

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.

Value

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

Author(s)

Lampros Mouselimis

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)

ClusterR documentation built on June 22, 2024, 10:28 a.m.