DM825 - Introduction to Machine Learning
Sheet 6, Spring 2011 [pdf format]

Exercise 1 Support vecotr machines.

Suppose that the following are a set of points in two classes:

class 1:

⎡
⎢
⎣

0

0

⎤
⎥
⎦

⎡
⎢
⎣

1

2

⎤
⎥
⎦

⎡
⎢
⎣

2

1

⎤
⎥
⎦

class 2:

⎡
⎢
⎣

1

1

⎤
⎥
⎦

⎡
⎢
⎣

1

0

⎤
⎥
⎦

⎡
⎢
⎣

0

1

⎤
⎥
⎦

Plot them and find out which of the basis functions seen at lecture separate this data.