2.9 Learning union of intervals. Give a PAC-learning algorithm for the concept class C2 formed by unions

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2.9 Learning union of intervals. Give a PAC-learning algorithm for the concept class C2 formed by unions of two closed intervals, that is [a; b][[c; d], with a; b; c; d 2 R.

Extend your result to derive a PAC-learning algorithm for the concept class Cp formed by unions of p  1 closed intervals, thus [a1; b1] [    [ [ap; bp], with ak; bk 2 R for k 2 [p]. What are the time and sample complexities of your algorithm as a function of p?

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Foundations Of Machine Learning

ISBN: 9780262351362

2nd Edition

Authors: Mehryar Mohri, Afshin Rostamizadeh

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