HybridMarkovModel Class

Hybrid Markov model for arbitrary state-observation functions.

Inheritance Hierarchy

SystemObject
Accord.Statistics.Models.Markov.HybridHybridMarkovModel

Namespace: Accord.Statistics.Models.Markov.Hybrid
Assembly: Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0

Syntax

public class HybridMarkovModel

Public Class HybridMarkovModel

The HybridMarkovModel type exposes the following members.

Constructors

	Name	Description
	HybridMarkovModel	Initializes a new instance of the HybridMarkovModel class.

Properties

	Name	Description
	Dimension	Gets the number of dimensions of the observations handled by this model.
	Function	Gets the Markov function, which takes the previous state, the next state and a observation and produces a probability value.
	States	Gets the number of states in the model.
	Tag	Gets or sets an user-defined object associated with this model.

Methods

	Name	Description
	Decode	Calculates the most likely sequence of hidden states that produced the given observation sequence.
	Equals	Determines whether the specified object is equal to the current object. (Inherited from Object.)
	Evaluate	Calculates the probability that this model has generated the given sequence.
	Finalize	Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection. (Inherited from Object.)
	GetHashCode	Serves as the default hash function. (Inherited from Object.)
	GetType	Gets the Type of the current instance. (Inherited from Object.)
	MemberwiseClone	Creates a shallow copy of the current Object. (Inherited from Object.)
	ToString	Returns a string that represents the current object. (Inherited from Object.)

Extension Methods

	Name	Description
	HasMethod	Checks whether an object implements a method with the given name. (Defined by ExtensionMethods.)
	IsEqual	Compares two objects for equality, performing an elementwise comparison if the elements are vectors or matrices. (Defined by Matrix.)
	To(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.)
	ToT	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.)

Remarks

This class can be used to implement HMM hybrids such as ANN-HMM or SVM-HMMs through the specification of a custom GeneralMarkovFunction.