7.6 Fix 2 (0; 1=2). Let the training sample be de ned by m points in

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7.6 Fix  2 (0; 1=2). Let the training sample be de ned by m points in the plane with m 4 negative points all at coordinate (1; 1), another m 4 negative points all at coordinate (????1;????1), m(1????)

4 positive points all at coordinate (1;????1), and m(1+)

4 positive points all at coordinate (????1; +1). Describe the behavior of AdaBoost when run on this sample using boosting stumps. What solution does the algorithm return after T rounds?

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Foundations Of Machine Learning

ISBN: 9780262351362

2nd Edition

Authors: Mehryar Mohri, Afshin Rostamizadeh

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