probitNoiseSites.template

 function [m, beta] = probitNoiseSites(noise, g, nu, mu, varSigma, y)

% PROBITNOISESITES Update the site parameters for the PROBIT noise mode.
% FORMAT
% DESC updates the site parameters for the probit based classification
% noise model. 
% ARG noise : the noise structure for which the site parameters are to
% be updated. 
% ARG g : values of g as retuned by probitNoiseNuG.
% ARG nu : values of nu as retuned by probitNoiseNuG.
% ARG mu : the mean value of the Gaussian input to the noise structure.
% ARG varSigma : the variance of the Gaussian input to the noise structure.
% ARG y : the target value.
% RETURN m : the site mean parameters.
% RETURN beta : the site precision parameters.
%
% SEEALSO : probitNoiseParamInit, noiseUpdateSites
%
% COPYRIGHT : Neil D. Lawrence, 2004, 2005

% NOISE