## Contents

- Description of demo_multiclass_NB.m
- usage of generative Naive Bayes model
- usage of generative Gaussian model

## Description of demo_multiclass_NB.m

Finds maximum likelihood Naive Bayes and Gaussian distributions and plots the level curves of the resulting PDFs

    clear all
    close all
    generateData_ovalXonly

## usage of generative Naive Bayes model

    options_nb = [];
    model_nb = ml_generative_NB(Xtrain, ytrain, options_nb);

## usage of generative Gaussian model

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

    figure;
    plotPDF(Xtrain, model_nb);
    title('Generative Naive Bayes Model');
    figure;
    plotPDF(Xtrain, model_gs);
    title('Generative Gaussian Model');