[R] cluster analysis and supervised classification: an alternative to knn1?
abanero
gdevitis at xtel.it
Thu May 27 13:25:25 CEST 2010
Hi,
thank you Joris and Ulrich for you answers.
Joris Meys wrote:
>see the library randomForest for example
I'm trying to find some example in randomForest with categorical variables
but I haven't found anything. Do you know any example with both categorical
and numerical variables? Anyway I don't have any class labels yet. How could
I find clusters with randomForest?
Ulrich wrote:
>Probably the simplest way is Affinity Propagation[...] All you need is a
way of measuring the similarity of >samples which is straightforward both
for numerical and categorical variables.
I had a look at the documentation of the package apcluster. That's
interesting but do you have any example using it with both categorical and
numerical variables? I'd like to test it with a large dataset..
Thanks a lot!
Cheers
Giuseppe
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