Problem 10-1

CS 5320 Fall Semester 2012

Problem 10-1

Assigned: 13 November 2012 Due: 6 December 2012

Implement the following Matlab function (Algorithm 22.2 in Forsyth and Ponce):

function models = CV_plug_in(N,examples)
%
%CV_plug_in - plug in classifier
%On input:
%     N (int): number of classes
%     examples (structure vextor): has two fields:
%         .num_points (int): number of points in sample set for class
%         .x (num_points by num_dim array) sample points (of dimension num_dim)
%On output:
%    models (structure vector): N models with four fields:
%          .num_points (int): number of examples generating model
%          .samples (num_points by num_dim array): sample points
%          .mu (num_dim vector): mean for model
%          .sigma (num_dim by num_dim array): covariance matrix for model
%Call:
%     m1 = CV_plug_in(5,x);
%Author:
%     Your name
% UU
% Fall 2012
%