Contents
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');
