HiddenMarkovModelTDistribution, TObservationDecode Method (TObservation)

Note: This API is now obsolete.

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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[ObsoleteAttribute("Please set Algorithm to Viterbi and call Decide() instead.")]
public int[] Decode(
	TObservation[] observations
)

<ObsoleteAttribute("Please set Algorithm to Viterbi and call Decide() instead.")>
Public Function Decode ( 
	observations As TObservation()
) As Integer()

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Parameters

observations: Type: TObservation
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, TObservation Class

Decode Overload

Accord.Statistics.Models.Markov Namespace