Data Mining: Practical Machine Learning Tools and Techniques, Second Edition

6.3 EXTENDING LINEAR MODELS 221

0

2

4

6

8

10

0 2 4 6 8 10

class

(a) attribute

0

2

4

6

8

10

0 2 4 6 8 10

class

(b) attribute

0

2

4

6

8

10

0 2 4 6 8 10

class

(c) attribute

Figure 6.9Support vector regression: (a) e=1, (b) e=2, and (c) e=0.5.