Computer Science 8751
Advanced Machine Learning
Homework Assignment 5 (20 points)
Due December 13, 2006
- Exercise 14.1 on page 533 of the chapter I gave you to read
- Using the representation discussed in class phrase a learning problem
as a set of constraints on a linear program for the points:
| input1 | input2 | input3 | output |
| true | true | true | 1 |
| true | false | true | 1 |
| false | true | false | 0 |
| false | false | false | 0 |
| false | true | true | 1 |
| false | false | true | 0 |
| true | true | false | 1 |
- How would AdaBoost be applied to Support Vector Machines? How would you have to change SVM methods to be able to use AdaBoost?