%PREX_DATASETS PRTools example of the standard datasets
%
% Shows quickly the scatter-plots for each pair of the
% consecutive features from the standard datasets.
%addph datasets
prdatasets all
% makes sure that datafiles are available
% will download them from the PRTools website when needed
data = str2mat(...
'gauss', ...
'gendatb', ...
'gendatc', ...
'gendatd', ...
'gendath', ...
'gendatl', ...
'gendatm', ...
'gendats', ...
'gencirc', ...
'lines5d', ...
'x80', ...
'auto_mpg', ...
'malaysia', ...
'biomed', ...
'breast', ...
'cbands', ...
'chromo', ...
'circles3d', ...
'diabetes', ...
'ecoli', ...
'glass', ...
'heart', ...
'imox', ...
'glass', ...
'heart', ...
'imox', ...
'iris', ...
'ionosphere', ...
'liver', ...
'ringnorm', ...
'sonar', ...
'soybean1', ...
'soybean2', ...
'twonorm', ...
'wine');
delfigs
figure
disp(' ')
disp(' Consecutive feature pairs of the standard datasets are shown')
disp(' in a scatter-plot. This may take a few minutes.')
disp(' ')
for j=1:size(data,1);
a = feval(deblank(data(j,:)));
a
if size(a,2) == 1
scatterd(a,1);
drawnow
pause(0.2)
else
for i=2:size(a,2)
scatterd(a(:,[i-1,i]));
drawnow
pause(0.1)
end
end
end