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| + | == References== | ||
| + | *[http://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=2&ved=0CDgQFjAB&url=http%3A%2F%2Fresearch.microsoft.com%2Fpubs%2F67119%2Fsvmtutorial.pdf&ei=RiiHT_jmBOrL0QHlvo3bBw&usg=AFQjCNFaFZdMSTqar2SsbbHMxOC3oXuaYQ&sig2=sXtX5ecwEdHxoViGqEcGYA A tutorial on support vector machines for pattern recognition] | ||
== Relevant Material == | == Relevant Material == | ||
Revision as of 10:05, 12 April 2012
Contents
ECE662: "Pattern Recognition and Decision Making Processes", Spring 2012
Note: CS662 is a cross-listing of ECE 662. In other words, they are the same exact course.
Message area:
- The last peer review and the last homework assignment are posted.
Course information
Instructor: Prof. Boutin
Office: MSEE342
Office hours: listed here
Lecture: TuTh 10:30-11:45 in PHYS 223
References
Relevant Material
- Pattern Recognition Glossary (written by ECE662 students in 2010)
- Examples of recognition problems as CAPCHAS
- "What is pattern recognition?" (class notes from 2010, written by students)
- Page discussing difference between choosing most likely outcome always, or randomly guessing following the relative probabilities of the outcome
- The effect of adding correlated features
- A student page about the effect of severe class imabalance
- UCI Data Set: Data sorted according to categories(Life Sciences, Physical Sciences etc.)
Lecture Blog
Lecture 1, 2, 3 ,4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30
Homework
- first homework, due Tuesday February 14, 11:59pm. HW1 discussion
- Peer review of homework 1, due Thursday February 23, 11:59pm.
- second homework, due Thursday April 5, 11:59pm. HW2 discussion
- Peer review of homework 2, due Tuesday April 17, 11:59pm.
- third (and last) homework, code due 11:59pm, Friday April 27; report due 11:59pm, MOnday April 30. HW3 discussion
