Support Vector Machines - The Auton Lab
Support Vector Machines - The Auton Lab
Support Vector Machines - The Auton Lab
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Linear Classifiers<br />
x<br />
α<br />
f<br />
y est<br />
denotes +1<br />
denotes -1<br />
f(x,w,b) = sign(w. x - b)<br />
How would you<br />
classify this data?<br />
Copyright © 2001, 2003, Andrew W. Moore <strong>Support</strong> <strong>Vector</strong> <strong>Machines</strong>: Slide 5<br />
Linear Classifiers<br />
x<br />
α<br />
f<br />
y est<br />
denotes +1<br />
denotes -1<br />
f(x,w,b) = sign(w. x - b)<br />
Any of these<br />
would be fine..<br />
..but which is<br />
best?<br />
Copyright © 2001, 2003, Andrew W. Moore <strong>Support</strong> <strong>Vector</strong> <strong>Machines</strong>: Slide 6<br />
3