Suppose we want to assign points to one of two cluster centroids, either (0,0) or (100,40). Depending on whether we use the L1 or L2 norm, a point (x.y) could be clustered with a different one of these two centroids. For this problem, you should work out the conditions under which a point will be clustered with the centoid (0,0) when the L1 norm is used, but clustered with the centroid (100,40) when the L2 norm is used. Identify one of those points from the list below. Note that L1 norm = Manhattan Distance and L2 norm = distance in Euclidean space. O a (54,8) O b.(61,10) O C. (61,8) O d. (66,5)
Suppose we want to assign points to one of two cluster centroids, either (0,0) or (100,40). Depending on whether we use the L1 or L2 norm, a point (x.y) could be clustered with a different one of these two centroids. For this problem, you should work out the conditions under which a point will be clustered with the centoid (0,0) when the L1 norm is used, but clustered with the centroid (100,40) when the L2 norm is used. Identify one of those points from the list below. Note that L1 norm = Manhattan Distance and L2 norm = distance in Euclidean space. O a (54,8) O b.(61,10) O C. (61,8) O d. (66,5)
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Question
Transcribed Image Text:Suppose we want to assign points to one of two cluster centroids, either (0,0) or (100,40). Depending on whether we use the L1 or
L2 norm, a point (x.y) could be clustered with a different one of these two centroids. For this problem, you should work out the
conditions under which a point will be clustered with the centoid (0,0) when the L1 norm is used, but clustered with the centroid
(100,40) when the L2 norm is used. Identify one of those points from the list below. Note that L1 norm = Manhattan Distance and L2
norm = distance in Euclidean space.
a. (54,8)
O b.(61,10)
O C. (61,8)
od.(66,5)
Expert Solution
This question has been solved!
Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.
This is a popular solution!
Trending now
This is a popular solution!
Step by step
Solved in 4 steps
Recommended textbooks for you
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman