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I have a plot with BIC scores: number of components and type of covariance matrix. It has some values positive and others negative. I do not know how to interpret them. I need to choose n_components and type of covariance matrix for constructing GMM model.

I can't add an image here, so i add the link:

BIC graph

BIC graph

Thanks in advance.

Henry Ecker
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    There are multiple things in the graph, which part of it isn't clear? – Abhinav Mathur Jun 09 '21 at 17:08
  • I don't understand the negative part. Because I did another graph and I have all positive values where with the sign "*" you can see the number of components and type of covariance matrix. But here I see that I have the number of components 7 and type is diag but in negative values. How does it influence when you build the GMM model (have negative or positive values)? – student-data-scientist Jun 09 '21 at 17:38

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