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HiddenMarkovModelTDistribution Methods

The HiddenMarkovModelTDistribution generic type exposes the following members.

Methods
  NameDescription
Public methodClone
Creates a new object that is a copy of the current instance.
Public methodDecode(Array)
Calculates the most likely sequence of hidden states that produced the given observation sequence.
Public methodDecode(Array, Double)
Calculates the most likely sequence of hidden states that produced the given observation sequence.
Public methodEquals
Determines whether the specified object is equal to the current object.
(Inherited from Object.)
Public methodEvaluate(Array)
Calculates the likelihood that this model has generated the given sequence.
Public methodEvaluate(Array, Int32)
Calculates the log-likelihood that this model has generated the given observation sequence along the given state path.
Protected methodFinalize
Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.
(Inherited from Object.)
Public methodGenerate(Int32)
Generates a random vector of observations from the model.
Public methodGenerate(Int32, Int32, Double)
Generates a random vector of observations from the model.
Public methodGetHashCode
Serves as the default hash function.
(Inherited from Object.)
Public methodGetType
Gets the Type of the current instance.
(Inherited from Object.)
Public methodStatic memberLoad(Stream)
Loads a hidden Markov model from a stream.
Public methodStatic memberLoad(String)
Loads a hidden Markov model from a file.
Protected methodMemberwiseClone
Creates a shallow copy of the current Object.
(Inherited from Object.)
Public methodPosterior(Array)
Calculates the probability of each hidden state for each observation in the observation vector.
Public methodPosterior(Array, Int32)
Calculates the probability of each hidden state for each observation in the observation vector, and uses those probabilities to decode the most likely sequence of states for each observation in the sequence using the posterior decoding method. See remarks for details.
Public methodPredict(Double)
Predicts the next observation occurring after a given observation sequence.
Public methodPredict(Double)
Predicts the next observation occurring after a given observation sequence.
Public methodPredict(Double, Double)
Predicts the next observation occurring after a given observation sequence.
Public methodPredict(Double, Double)
Predicts the next observation occurring after a given observation sequence.
Public methodPredict(Double, Int32, Double)
Predicts the next observations occurring after a given observation sequence.
Public methodPredict(Double, Int32, Double)
Predicts the next observations occurring after a given observation sequence.
Public methodPredictTUnivariate(Double, MixtureTUnivariate)
Predicts the next observation occurring after a given observation sequence.
Public methodPredictTMultivariate(Double, MultivariateMixtureTMultivariate)
Predicts the next observation occurring after a given observation sequence.
Public methodPredictTUnivariate(Double, Double, MixtureTUnivariate)
Predicts the next observation occurring after a given observation sequence.
Public methodPredictTMultivariate(Double, Double, MultivariateMixtureTMultivariate)
Predicts the next observation occurring after a given observation sequence.
Public methodSave(Stream)
Saves the hidden Markov model to a stream.
Public methodSave(String)
Saves the hidden Markov model to a stream.
Public methodToString
Returns a string that represents the current object.
(Inherited from Object.)
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Extension Methods
  NameDescription
Public Extension MethodHasMethod
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.)
Public Extension MethodIsEqual
Compares two objects for equality, performing an elementwise comparison if the elements are vectors or matrices.
(Defined by Matrix.)
Public Extension MethodTo(Type)Overloaded.
Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.)
Public Extension MethodToTOverloaded.
Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.)
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See Also