Linear subspaces
Consider the sum squared distance of a
point
x
to all of the orange points:
What unit vector
v
minimizes SSD?
What unit vector
v
maximizes SSD?
Solution:
v
1
is eigenvector of
A
with
largest
eigenvalue
v
2
is eigenvector of
A
with
smallest
eigenvalue
