HiddenMarkovModelTDistributionDecode Method (Array)

Calculates the most likely sequence of hidden states that produced the given observation sequence.

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

Syntax

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public int[] Decode(
	Array observations
)

Public Function Decode ( 
	observations As Array
) As Integer()

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Parameters

observations: Type: SystemArray
A sequence of observations.

Return Value

Type: Int32
The sequence of states that most likely produced the sequence.

Remarks

Decoding problem. Given the HMM M = (A, B, pi) and the observation sequence O = {o1,o2, ..., oK}, calculate the most likely sequence of hidden states Si that produced this observation sequence O. This can be computed efficiently using the Viterbi algorithm.

Reference

HiddenMarkovModelTDistribution Class

Decode Overload

Accord.Statistics.Models.Markov Namespace

HiddenMarkovModelAddLanguageSpecificTextSet("LST9837F822_0?cs=&lt;|vb=(Of |cpp=&lt;|fs=&lt;'|nu=(");TDistributionAddLanguageSpecificTextSet("LST9837F822_1?cs=&gt;|vb=)|cpp=&gt;|fs=&gt;|nu=)");AddLanguageSpecificTextSet("LST9837F822_2?cpp=::|nu=.");Decode Method (Array)

Parameters

Return Value

Reference

HiddenMarkovModelTDistributionDecode Method (Array)