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How can we determine the appropriate number of states for a Hidden Markov model?
in Data Science by Diamond (49,550 points) | 6 views

1 Answer

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One method is to use cross validation. While more states would fit the training data well, adding more states may reduce transition probabilities leading to lower likelihood for the test data.
by Wooden (693 points)

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