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This is a Java applet demonstrating the method of editing incorrect training samples (previously described) in a real application: human brain tissue classification from multi-spectral MRI. The (correct) feature space distributions for the 3 classes in this 2-feature classification problem are shown in this isocontour plot:

isocountour plot: the true 2-dim feature space distributions

There is a fourth class ("background") at the origin of the feature space (not shown).

Using the applet:

Watch how the decision boundaries are corrected by the editing. Try editing repeatedly!
Please be patient! The applet is slow...

[[ The applet would be here if you would enable Java support in your browser... ]]

Advanced features:

Technical details:



Table of Content WHAT and WHY HOW SHOW ME FURTHER INFO

Chris Cocosco <crisco@bic.mni.mcgill.ca>

$Date: 2002/04/02 20:51:01 $ GMT