The following table describes the HMM model and its corresponding description.
HMM Model | Description |
---|---|
Unsupervised Learning | Given an observation sequence and the number of states, find the model that maximizes the probability of the observed sequence. |
Supervised Learning | Given an observation sequences and states, find the model that maximizes the probability of the observed sequence. |
Decoding | Given the trained model and an observation sequence, find an optimal state sequence. |
Evaluation | Given the trained model and an observation sequence, find the probability of the sequence. |