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PAC Learning VC Dimension (Most slides by courtesy of Prof . Carlos Guestrin )

PAC Learning VC Dimension (Most slides by courtesy of Prof . Carlos Guestrin ). 10-701/15-781 Machine Learning Fall 2010 Recitation by Leman Akoglu 11/4/10. We only care about the maximum number of points that can be classified exactly!. Other examples of VC dimension.

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PAC Learning VC Dimension (Most slides by courtesy of Prof . Carlos Guestrin )

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  1. PAC LearningVC Dimension(Most slides by courtesy of Prof. Carlos Guestrin) 10-701/15-781 Machine Learning Fall 2010 Recitation by Leman Akoglu 11/4/10

  2. We only care about the maximum number of points that can be classified exactly!

  3. Other examples of VC dimension Axes aligned rectangles? Note: A point is + if it is inside the rectangle. VC(H)=4 • HW 4: • Linear boundary d-D • Convex d-gons in the plane

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