Contents

Description of demo_multiclass_mix.m

Fits a single generative Gaussian and a generative Gaussian mixture model to a dataset

clear all
close all
generateData_multiXonly

usage of generative Gaussian model

options_gs = [];
model_gs = ml_generative_Gaussian(Xtrain, ytrain, options_gs);

usage of generative Gaussian mixture model

options_mg = [];
options_mg.nMixtures = 2;
model_mg =  ml_generative_mixtureGaussian(Xtrain, ytrain, options_mg);
figure;
plotPDF(Xtrain, model_gs);
title('Generative Gaussian Model');
figure;
title('Generative Gaussian Mixture Model');
plotPDF(Xtrain, model_mg);