Dimensionality reduction
How to find
v
1
and
v
2
?
- work out on board
Dimensionality reduction
•
We can represent the orange points with
only
their
v
1
coordinates
–
since
v
2
coordinates are all essentially 0
•
This makes it much cheaper to store and compare points
•
A bigger deal for higher dimensional problems