CS/CMPE 537 Neural Networks Assignment 3 Due: May 14 (Monday) by 11.59 PM

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CS
/CMPE

53
7

(Sp 0
6
-
0
7
)


Dr. Asim Karim


Page
1

of
1

CS
/CMPE

537



Neural Networks

Assignment 3

Due:
May
14

(
Monday
) by 11.59 PM


Ins
tructions:
(
1
) Submit
a
soft
-
copy to the appropriate folder on COMMON drive.


1.

(10 points) Exercise
5
.
3

(page
33
4 of Haykin’s book)

2.

(10 points) Exercise
5
.
9

(page
337

of
Haykin’
s
book)

3.

(40 points) Exercise 5.14 (page 338 of Haykin’s book)


4.

(10 points)
Exercise 6.3 (page 370 of Haykin’s book)


5.

SVM
using
SVM
-
Light

(30 points)

Download the SVM
-
Light software and understand how it works. The software’s
homepage is
http://svmlight.joachims.org/
. This page has links to the software and
documentation.

(a)

(Regression) Solve question 6 of assignment 1

(b)

(Classification) Solve question 3 of assignment 2

Experiment with at least
three different ker
nels and the options

c,
-
w, and,
-
b (you can
experiment with others as well). Compile your results nicely in tables (and/or graphs).
Write a one page commentary on the results, highlighting the performance and workings
of the SVMs.