% Create an options file that causes the published document
%  to capture window decorations:
function_options.format='html';
function_options.figureSnapMethod='entireGUIWindow';

% Publish the script using the options file:
publish('LinearRegression.m',function_options);

% View the output in the MATLAB Web browser
web('html/LinearRegression.html')