DM825 - Introduction to Machine Learning
Sheet 9, Spring 2013 [pdf format]



Exercise 1

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.



Exercise 2

Task 3 of Exam 2010.



Exercise 3

In R support vector machines are implemented in the function svm of the e1071 package. Read the documentation of that function, try out the examples and understand them with reference to the theory.