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Ensemble Clustering in JMP

Hello:

 

Can we have JMP16 do ensemble clustering (clustering of cluster solutions). One possible implementation is in R package CLUE.  My input variables are cluster solutions (hierarchical 3 clusters, hierarchical 4 clusters, K-means 3 clusters, K-means 4 clusters, Normal mixtures 2 clusters, and so on).  Research has shown ensemble clustering capitalizes on all the different solutions and produces more stable clusters.

 

A thought is to use LCA on these categorical variables, but it imposes a latent class model. We need a consensus solution.  How to do this in JMP other than an R integration?

 

Thanks

1 Comment
q8r1
Level I

Yes please!  All the pieces are there...