I am going to use clara for gene expression analysis, so tried to play around
with the examples from R document:
http://127.0.0.1:10699/library/cluster/html/clara.html
Everything looked fine until I tried to plot the results:
it says: waiting to confirm page change...
I waited for more than 10 min and NO plot came out...
Should I wait longer? Anything wrong like this?
Thanks for any input:)
And the code and results:
=
> x <- rbind(cbind(rnorm(200,0,8), rnorm(200,0,8)),
+ cbind(rnorm(300,50,8), rnorm(300,50,8)))
> clarax <- clara(x, 2, samples=50)
> clarax
Call: clara(x = x, k = 2, samples = 50)
Medoids:
[,1] [,2]
[1,] -0.9695444 0.3985362
[2,] 49.4829294 49.9229633
Objective function: 9.786942
Clustering vector: int [1:500] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 ...
Cluster sizes: 200 300
Best sample:
[1] 2 20 21 89 91 104 106 107 129 151 163 188 189 193 217 222 231 235 244
[20] 265 266 288 304 305 313 323 324 339 352 371 387 406 407 412 423 436 441 443
[39] 448 459 461 462 490 494
Available components:
[1] "sample" "medoids" "i.med" "clustering" "objective"
[6] "clusinfo" "diss" "call" "silinfo" "data"
> clarax$clusinfo
size max_diss av_diss isolation
[1,] 200 24.39542 9.871896 0.3450682
[2,] 300 27.28630 9.730307 0.3859591
> all.equal(clarax[-8],
+ clara(x, 2, samples=50, pamLike = TRUE)[-8])
[1] TRUE
> plot(clarax)
Waiting to confirm page change...
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