Displaying 20 results from an estimated 1000 matches similar to: "Silhouette function problem"
2008 Jun 13
1
Output of silhouette (cluster package)
Dear R users,
I am mailing you about the graphical output of silhouette (cluster
package)
From the example of silhouette in help(silhouette):
> ar <- agnes(ruspini)
> si3 <- silhouette(cutree(ar, k = 5), # k = 4 gave the same as pam()
above
+ daisy(ruspini))
> plot(si3, nmax = 80, cex.names = 0.5)
from which one may conclude that group 1 is composed by
2011 Jan 05
1
List to a summary table
Hi
Suppose you have the code below. The result I get from the cat function is
from the avgs object. Now, I have 30 diferent objects like this and I wish
to make a summary table, something like:
Avgs1 Avgs2
Avgs3
i= 2 average= 0.515983i i= 2 average= 0.746983 i= 2
average= 0.2665983
i= 3 average=
2011 Aug 25
1
question on silhouette colours
I'm fairly new to the silhouette functionality in the cluster package, so apologize if I'm asking something naive.
If I run the 'agnes(ruspini)' example from the silhouette section of the cluster package vignette, and assign colours to clusters, two clusters have what appear to be incorrect colours in the silhouette plot.
library(cluster)
data(ruspini)
ar<- agnes(ruspini)
2007 Oct 16
0
doubts about Silhouette
Sorry for the long message. I'm doing my best to try to explain myself.
I have fitted a spline to my data, I have fitted a spline, filled in
the missing data by replicating the spline coefficients associated to
the last node. I obtained a number of dendograms by different
combination of distance and link-method by calling DIST and AGNES.
The agglomerative coefficient is very high (~ 0.99) for
2003 Feb 06
2
function 'silhouette' in package 'cluster'
Dear all,
I am trying (without much success) to use the fuction 'silhouette'.
Would anyone encountered that before (or would know where I am wrong ?)
Please find below the R ouput. Thanks in advance,
L.
> s <- silhouette(ct, as.dist(metric))
Error in "[<-"(*tmp*, iC, "sil_width", value = s.i) :
number of items to replace is not a multiple of replacement
2007 Oct 10
1
silhouette: clustering labels have to be consecutive intergers starting from 1?
Hi list,
When I was using 'silhouette' from the 'cluster' package to calculate
clustering performances, R crashed. I traced the problem to the fact that
my clustering labels only have 2's and 3's. when I replaced them with 1's
and 2's, the problem was solved. Is the function purposely written in this
way so when I have clustering labels, "2" and
2003 Jun 09
1
estimate the number of clusters
Dear All,
I am using Silhouette to estimate the number of clusters in a microarray
dataset.
Initially, I used the iris data to test my piece of code as follows:
library(cluster)
data(iris)
mydata<-iris[,1:4]
maxk<-15 # at most 15 clusters
myindex<-rep(0,maxk) # hold the si values for each k clusters
mdist<-1-cor(t(mydata)) #dissimlarity
2004 May 25
4
Object "silhouette.default" not found. But I knew that it is there.
Hi!
>library(cluster)
In this lib a function called silhoutte.default is defined
than on the R prompt it type
>silhouette.default
Error: Object "silhouette.default" not found
R1.9.0
The same error are at R1.8.1
And I knew that a function silhoutte.default are present.
But the same piece of code works in R1.6.2
???
Eryk
Dipl. bio-chem. Eryk Witold Wolski @
2009 Jun 20
1
png() resolution problem {was "Silhouette ..."}
Hallo Sebastian,
>>>>> "SP" == Sebastian P?lsterl <sebp at k-d-w.org>
>>>>> on Sun, 14 Jun 2009 14:04:52 +0200 writes:
SP> Hello Martin,
SP> I plotting the silhouette of a clustering and storing it as png. When I
SP> try to store the image as png the bars are missing. The bars are plotted
SP> when I use x11 or
2005 Jun 27
1
A. Mani : colours in Silhouette
Hello,
In cluster analysis with cluster, how does one colour the silhouette
plots ? For example in using pam. There seems to be some problem there.
Everything else can be coloured.
Thanks,
A. Mani
Member, Cal. Math. Soc
2006 Nov 16
1
silhouette plot colors from trimkmeans solution
I was trying to create a multi-color silhouette plot (each cluster a different color) from clusters created by trimkmeans. This works straighforwardly on an object created from pam however my colors are interwoven when I try the same approach on clusters from trimkmeans. I also tried sorting the silhouette object using sortSilhouette which did not solve the problem. If anyone has a suggestion,
2008 Mar 03
1
silhouette plot for kmeans result
Dear All,
Is there any existing code for plotting silhouette for kmeans clustering
results?
Many thanks!
Linda
[[alternative HTML version deleted]]
2011 Jan 04
5
Help with "For" instruction
Hi,
I am having a problem in doing something similar to this example:
Suppose I have this vector a, and from it I wish to create 5 other vector
each one with less one value than what object a has
So I have "a"
a<-c(1,2,3,4,5)
and I want
a1 that shoud have (2,3,4,5)
a2 that should have (1,3,4,5)
a3 that should have (1,2,4,5)
a4 that should have (1,2,3,5)
a5 that should have
2011 Jan 06
4
Creating a Matrix from a vector with some conditions
Hi
Suppose we have an object with strings:
A<-c("a","b","c","d")
Now I do:
B<-matrix(A,4,4, byrow=F)
and I get
a a a a
b b b b
c c c c
d d d d
But what I really want is:
a b c d
b c d a
c d a b
d a b c
How can I do this?
thank you
A. Dias
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2013 Nov 16
0
selecting optimal cluster validation score
Hi:
I have calculated the Silhouette score and Dunn score after
hierarchical clustering for 3 clusters:
#Distance measure
d <- dist(USArrests, method = "euclidean")
#Hierarchical clustering
hc <- hclust(dist(USArrests), "ave")
#calculating silhouette value for 3 clusters
sil<- silhouette(cutree(hc, k=3), d)
#calculating Dunn index for 3 clusters
clus <- cutree(hc,
2011 Jan 18
4
Relative frequency on a character vector
Hi,
I have this character vector:
A<-c("Tell me how many different letter this vector has?")
Is there a way with R that it can let me know how many different letters I
have on this vector?
If I use nchar(A) que gives me the number 50. With this function he is
counting all the letters present and also spaces between the words. Can we
also not count the spaces between words?
Then
2000 Oct 31
1
Silhouette plot labels in package cluster
Hello everybody:
I have just started using R, specifically the clustering packages. Despite
the vastness of the functionality of the system, I have found it very
flexible and intuitive. It has been great fun to experiment with it.
Nevertheless, I am under tight time constraints to complete a cluster
analysis of some data and need to come up with a "quick" solution for the
following
2012 Feb 23
2
Advice on exploration of sub-clusters in hierarchical dendrogram
Dear R user,
I am a biochemist/bioinformatician, at the moment working on protein
clusterings by conformation similarity.
I only started seriously working with R about a couple of months ago.
I have been able so far to read my way through tutorials and set-up my
hierarchical clusterings. My problem is that I cannot find a way to obtain
information on the rooting of specific nodes, i.e. of
2015 Jun 06
2
Request: making cutree S3 in R?
Hello all,
A question/suggestion:
I was wondering if there is a chance of changing stats::cutree to be S3 and
use cutree.hclust?
For example:
cutree <- function(tree, k = NULL, h = NULL,...)
{
UseMethod("cutree")
}
cutree.hclust <- stats::cutree
# This will obviously need the actual content of stats::cutree
This would be nicer for people like me to add new methods to
2011 Jan 06
2
Help with IF operator
Hi,
I am with a problem on how to do a comparison of values. My script is as
follows:
repeat{
cat("How many teams to use? (to end write 0) ")
nro<-scan(n=1)
if(nro==0)break
cat("write the", nro, "teams names \n")
teams<-readLines(n=nro)
if (teams[1]==teams[2)next
else print(teams)
}
On this example I only compare teams 1 name with teams 2 name, and if they