%
% Problem EPage 392
% 
% Examples 9.7
% 
% Written by:
% -- 
% John L. Weatherwax                2008-02-20
% 
% email: wax@alum.mit.edu
% 
% Please send comments and especially bug reports to the
% above email address.
% 
%-----

clear all; 
close all; 
clc; 

addpath('../../Code/CSTool');
load bank; 

%
% use hold-one-out cross validation to estimate the probability of error 
% 1) using a parametric approach (multi-dimensional Gaussian)
% 
prob_9_7_mdG;


%
% use hold-one-out cross validation to estimate the probability of error 
% 2) using a non-parametric product kernel density
% 
prob_9_7_prD;