Cryptocurrency Q&A
What are the disadvantages of GMM?
What are the disadvantages of GMM?
Alessandro
Thu Nov 14 2024
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5 answers
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I'm exploring the downsides of using Gaussian Mixture Models (GMM). I'm particularly interested in understanding the potential limitations or drawbacks associated with this approach.
5 answers
SamsungShineBrightness
Sat Nov 16 2024
A limitation of Gaussian Mixture Models (GMMs) lies in their fundamental assumption.
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Michele
Sat Nov 16 2024
They presume that the data is produced by a blend of Gaussian distributions.
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MysticEchoFirefly
Sat Nov 16 2024
In practical situations, this may not always hold true.
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KpopHarmonySoulMateRadiance
Fri Nov 15 2024
This hypothetical framework can impede the model's capacity to precisely mirror real-world data.
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Starlight
Fri Nov 15 2024
Consequently, GMMs might exhibit less-than-optimal functionality in specific areas.
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