The website is in Maintenance mode. We are in the process of adding more features.
Any new bookmarks, comments, or user profiles made during this time will not be saved.

AIML.com

Machine Learning Resources

What are some options for identifying the number of components in a GMM?

Bookmark this question

When used for clustering, any of the evaluation metrics discussed previously (Silhouette Score, Dunn Index, Rand Index, etc.) are appropriate for evaluating the quality of clusters produced by a GMM. However, since GMM seeks to estimate the underlying densities of multiple normal distributions, the quality of the fit of the densities can also be evaluated using the Likelihood or AIC/BIC.

Leave your Comments and Suggestions below:

Please Login or Sign Up to leave a comment

Partner Ad  

Find out all the ways
that you can

Explore Questions by Topics

Partner Ad

Learn Data Science with Travis - your AI-powered tutor | LearnEngine.com