Suppose we have three points in a two dimensional space: (3,1), (2,1), and (7,7). We want to perform PCA on these points, so we construct a 2-by-2 matrix whose eigenvectors are the directions that best represent these three points. Construct this matrix, as outlined in the PCA algorithm discussed in class, and identify, in the list below, one of its elements. O a) 25.5 O b) 14 O c) 27 O d) 12

C++ for Engineers and Scientists
4th Edition
ISBN:9781133187844
Author:Bronson, Gary J.
Publisher:Bronson, Gary J.
Chapter13: Structures
Section: Chapter Questions
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1. Suppose we have three points in a two dimensional space: (3,1), (2,1), and
(7,7). We want to perform PCA on these points, so we construct a 2-by-2
matrix whose eigenvectors are the directions that best represent these three
points.
Construct this matrix, as outlined in the PCA algorithm discussed in class,
and identify, in the list below, one of its elements.
a) 25.5
O b) 14
O c) 27
d) 12
Transcribed Image Text:1. Suppose we have three points in a two dimensional space: (3,1), (2,1), and (7,7). We want to perform PCA on these points, so we construct a 2-by-2 matrix whose eigenvectors are the directions that best represent these three points. Construct this matrix, as outlined in the PCA algorithm discussed in class, and identify, in the list below, one of its elements. a) 25.5 O b) 14 O c) 27 d) 12
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