[scikit-learn] Clustering 4 dimensional data

[Rohan Koodli]

I'm having trouble understanding how to cluster multidimensional data.
Specifically, a 4 dimensional array.


test = [[[[3,10],[1,5],[3,18]],[[3,1],[0,0],[0,0]],[[3,3],[1,5],[0,0]]],[[[1,5],[2,7],[0,0]],[[1,7],[0,0],[0,0]],[[0,0],[0,0],[0,0]]]]

from sklearn import mixture
gmm = mixture.GMM()
gmm.fit(test)

The code returns the following error:

"Found array with dim 4. GMM expected <= 2."

Do I need to change the way my data is formatted? Is there a way of doing
clustering on 4 dimensional data?
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