Question: 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;

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?

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Pattern Recognition And Machine Learning Questions!

Chapter Five: Understanding Women and Work I Equality is difficult, but superiority is painful. erere proverb Managing Workplace Diversity Chapter Five: Understanding Women and Work 1 Chapter Five...

Previous Problem Problem List Next Problem 2.4 Derivative as a function: Problem 1 (1 point) The function f(z) = -2x3+ 6x2 +901 +8 is increasing on the interval (). It is decreasing on the interval (...

Show work (2 points) Please answer the following questions about the function /(x) = - 3x2 x2 - 25 Instructions: . If you are asked for a function, enter a function. . If you are asked to find x- or...

(1 point) Please answer the following questions about the function 6x2 f(x) =. x2 - 9 Instructions: . If you are asked for a function, enter a function. . If you are asked to find x- or y-values,...

Assignment 19: note: answer the question in text form with little to no explanation Answer the same questions (all ) for each of the following functions. 9 ) f ( x ) = x 3 - y x 2 b ) f ( xx ) = jo -...

Please answer the following questions about the function f(2) = 425 - 4x4. Instructions: If you are asked to find x- or y-values, enter either a number, a list of numbers separated by commas, or None...

Find the inflection points of x) 2 81:4 + 110333 42932 l 14. (Give your answers as a comma separated list, e.g., 3,-2.) inflection points =l l 9:\":1} The graphs above are approximate graphs of f and...

M Hres 2170 excel questions - ad X *Homework Help - Q&A from Or x + C mail.google.com/mail/u/0/?ogbl#inbox/FMfcgzGmvBqpKTCRGZwbSzMcdfXLrZMW?projector=1&messagePartld=0.1.1 A Update : Paste Format...

Model 3: Rational Inequalities First: recall an important fact about inequalities. Consider the true inequality: 5 > 3. 15. Multiply both sides of the inequality by 2. Is it still true? 16. Multiply...

Good Candy Inc. (GCI) has recently realized that some of their bags of Super Assorted Mix (32.0 oz or approximately 907.17 grams, 70 count) have been lacking some of its customers favorite pieces of...

In Figure, a radar station detects an airplane approaching directly from the east. At first observation, the airplane is at distance d1 = 360 m from the station and at angle 1 = 40o above the...

Which KPI can tell you about the performance of the referral email designed to build your subscriber list? Forward rate Revenue Emails sent Bounce rate 1 point

In the citation Schusters Express, Inc., 66 T.C. 588 (1976), affd 562 F.2d 39 (CA2, 1977), nonacq., to what do the 66, 39, and nonacq. refer?