A hidden Markov model can be considered a generalisation of mixture model.
A hidden Markov model can be considered a generalisation of mixture model. Correct Answer True
A mixture model is used to represent the presence of a sub-category within an overall category. In hidden Markov model, the hidden variables are related based on Markov process and are not independent of each other. The hidden variables control the mixture component to be selected for each observation.
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Feb 20, 2025