expectation: Compute E-step

In sergioluengosanchez/EMS_clustering: SomaSimulation: Clustering and simulation of soma morphologies

Description

Compute responsabilities of each cluster on each instance

Usage

expectation(priori, gaussParams, vMParams, linearData, angularData)

Arguments

priori	is a vector that represents the a priori probability of an instance belonging to an instace without further information
gaussParams	is a bn.fit object that saves the parameters of the multivariate gaussian Bayesian network
vMParams	is a list saving objects of vonMises Class for each cluster with their parameters mu and kappa
linearData	a dataframe of the variables that represents linear variables
angularData	a dataframe of the variables that represents angular variables

Value

list with two entries, the first one is the matrix of responsabilities the second one is de log-likelihood of the model

sergioluengosanchez/EMS_clustering documentation built on May 31, 2019, 10:37 a.m.