constanze::HMM Class Reference

this class represent Hidden Markov Model

#include <HMM.hpp>

Collaboration diagram for constanze::HMM:

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List of all members.

Public Member Functions
baumWelchDataType	getElementInObservationMatrix (int row, int column)
	get element in observation matrix
baumWelchDataType	getElementInTransitionsMatrix (int row, int column)
	get element in transiton matrix
int	getNumberOfStates ()
	get number of states
baumWelchDataType	getStartStateProbability (int index)
	get probability of state index as start state
std::vector< std::vector < baumWelchDataType > * > *	getTransitionsMatrix ()
	interface for external circumstance to access transtion matrix
	HMM (int numberOfStates)
	simple Comstructor for initialize HMM Model
	HMM (int numberOfStates, std::vector< std::vector< baumWelchDataType > * > *transitionsMatrix, std::vector< std::vector< baumWelchDataType > * > *observationMatrix, std::vector< baumWelchDataType > *startStateProbability)
	complex Constructor for initialize HMM Model
	~HMM ()
Private Attributes
int	numberOfStates
	representation of number of states
std::vector< std::vector < baumWelchDataType > * > *	observationMatrix
	representation of the matrix of observations
std::vector< baumWelchDataType > *	startStateProbability
	representation of probability of start states
std::vector< std::vector < baumWelchDataType > * > *	transitionsMatrix
	representation of the matrix of transiton

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Detailed Description

Definition at line 41 of file HMM.hpp.

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Constructor & Destructor Documentation

HMM::HMM	(	int	numberOfStates,
		std::vector< std::vector< baumWelchDataType > * > *	transitionsMatrix,
		std::vector< std::vector< baumWelchDataType > * > *	observationMatrix,
		std::vector< baumWelchDataType > *	startStateProbability
	)

Definition at line 62 of file HMM.cpp.

HMM::HMM

(

int

numberOfStates

)

Definition at line 32 of file HMM.cpp.

HMM::~HMM

(

)

Definition at line 74 of file HMM.cpp.

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Member Function Documentation

baumWelchDataType HMM::getElementInObservationMatrix	(	int	row,
		int	column
	)

Definition at line 110 of file HMM.cpp.

baumWelchDataType HMM::getElementInTransitionsMatrix	(	int	row,
		int	column
	)

Definition at line 104 of file HMM.cpp.

int HMM::getNumberOfStates

(

)

Definition at line 92 of file HMM.cpp.

baumWelchDataType HMM::getStartStateProbability

(

int

index

)

Definition at line 98 of file HMM.cpp.

std::vector< std::vector< baumWelchDataType > * > * HMM::getTransitionsMatrix

(

)

Definition at line 116 of file HMM.cpp.

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Member Data Documentation

int constanze::HMM::numberOfStates [private]

Definition at line 80 of file HMM.hpp.

std::vector<std::vector<baumWelchDataType>*>* constanze::HMM::observationMatrix [private]

Definition at line 86 of file HMM.hpp.

std::vector<baumWelchDataType>* constanze::HMM::startStateProbability [private]

Definition at line 89 of file HMM.hpp.

std::vector<std::vector<baumWelchDataType>*>* constanze::HMM::transitionsMatrix [private]

Definition at line 83 of file HMM.hpp.

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The documentation for this class was generated from the following files:

• modules/loadgen/constanze/src/HMM.hpp
• modules/loadgen/constanze/src/HMM.cpp