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HiddenMarkovClassifierTDistribution, TObservation Constructor (Int32, ITopology, TDistribution)

Creates a new Sequence Classifier with the given number of classes.

Namespace:  Accord.Statistics.Models.Markov
Assembly:  Accord.Statistics (in Accord.Statistics.dll) Version: 3.8.0
Syntax
public HiddenMarkovClassifier(
	int classes,
	ITopology topology,
	TDistribution[] initial
)
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Parameters

classes
Type: SystemInt32
The number of classes in the classifier.
topology
Type: Accord.Statistics.Models.Markov.TopologyITopology
The topology of the hidden states. A forward-only topology is indicated to sequence classification problems, such as speech recognition.
initial
Type: TDistribution
The initial probability distributions for the hidden states. For multivariate continuous density distributions, such as Normal mixtures, the choice of initial values is crucial for a good performance.
See Also