Computer Science 8751
Advanced Machine Learning
Homework Assignment 4 (20 points)
Due April 13, 2009

1. Exercise 12.6 on page 364
2. A machine learning problem has four input features: A, which has possible values A1, A2 and A3; B, which has possible values of yes and no, C which can take on any value from 0.0 to 150.0, and D which has possible values of true, false or unknown. What representation would you use for this problem when clustering and how would your decision affect the results.
3. Exercise 13.4 on page 388