Contains classes related to Hidden Markov Models and their learning algorithms. Offers support for both discrete and continuous-density models, as well as Markov classifiers and threshold models for sequence rejection.
Classes
| Class | Description | |
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BaseHiddenMarkovClassifier TModel |
Base class for (HMM) Sequence Classifiers.
This class cannot be instantiated.
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BaseHiddenMarkovModel |
Base class for Hidden Markov Models. This class cannot
be instantiated.
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ForwardBackwardAlgorithm |
Forward-Backward algorithms for Hidden Markov Models.
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HiddenMarkovClassifier |
Discrete-density Hidden Markov Model Set for Sequence Classification.
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HiddenMarkovClassifier TDistribution |
Arbitrary-density Hidden Markov Model Set for Sequence Classification.
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HiddenMarkovModel |
Discrete-density Hidden Markov Model.
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HiddenMarkovModel TDistribution |
Arbitrary-density Hidden Markov Model.
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Interfaces
| Interface | Description | |
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IHiddenMarkovClassifier |
Common interface for sequence classifiers using
hidden Markov models.
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IHiddenMarkovModel |
Common interface for Hidden Markov Models.
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