--- a
+++ b/man/plotSilhouette.Rd
@@ -0,0 +1,28 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/DIscBIO-generic-plotSilhouette.R
+\name{plotSilhouette}
+\alias{plotSilhouette}
+\alias{plotSilhouette,DISCBIO-method}
+\title{Silhouette Plot for K-means clustering}
+\usage{
+plotSilhouette(object, K)
+
+\S4method{plotSilhouette}{DISCBIO}(object, K)
+}
+\arguments{
+\item{object}{\code{DISCBIO} class object.}
+
+\item{K}{A numeric value of the number of clusters}
+}
+\value{
+A silhouette plot
+}
+\description{
+The silhouette provides a representation of how well each point
+  is represented by its cluster in comparison to the closest neighboring
+  cluster. It computes for each point the difference between the average
+  similarity to all points in the same cluster and to all points in the
+  closest neighboring cluster. This difference it normalize such that it can
+  take values between -1 and 1 with higher values reflecting better
+  representation of a point by its cluster.
+}