mlpy.stats.dbn.hmm.StudentHMM.decode¶
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StudentHMM.
decode
(obs, algorithm='viterbi')¶ Find the most likely state sequence.
Find the most likely state sequence corresponding to the observation obs. Uses the given algorithm for decoding.
Parameters: obs : array_like, shape (nfeatures, T)
The local evidence vector.
algorithm : {‘viterbi’, ‘map’}
Decoder algorithm to be used.
Returns: best_path : array_like, shape (n,)
The most likely states for each observation
loglik : float
Log probability of the maximum likelihood path through the HMM