test_gmm Namespace Reference

Functions
static HybridBayesNet	GetGaussianMixtureModel (double mu0, double mu1, double sigma0, double sigma1)
double	prob_m_z (double mu0, double mu1, double sigma0, double sigma1, double z)

Function Documentation

GetGaussianMixtureModel()

static HybridBayesNet test_gmm::GetGaussianMixtureModel ( double  mu0, double  mu1, double  sigma0, double  sigma1  )

static

Definition at line 204 of file testHybridGaussianFactor.cpp.

prob_m_z()

double test_gmm::prob_m_z	(	double	mu0,
		double	mu1,
		double	sigma0,
		double	sigma1,
		double	z
	)

Function to compute P(m=1|z). For P(m=0|z), swap mus and sigmas. If sigma0 == sigma1, it simplifies to a sigmoid function.

Follows equation 7.108 since it is more generic.

Definition at line 196 of file testHybridGaussianFactor.cpp.