I'm interested in understanding the limitations of Gaussian Mixture Models (GMM). What are the constraints or restrictions that I should be aware of when using this model?
6 answers
CryptoTamer
Sat Nov 02 2024
When dealing with problems of high dimensionality, the GMM algorithm struggles.
Margherita
Sat Nov 02 2024
For instance, if the number of dimensions exceeds a certain threshold, such as 6, issues arise.
EtherWhale
Sat Nov 02 2024
This limitation is rooted in the algorithm's computational requirements.
Claudio
Sat Nov 02 2024
The GMM algorithm has a significant limitation concerning its applicability.
ZenBalance
Sat Nov 02 2024
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