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*[[What_is_Pattern_Recognition_OldKiwi|"What is pattern recognition?" (class notes from 2010, written by students)]] | *[[What_is_Pattern_Recognition_OldKiwi|"What is pattern recognition?" (class notes from 2010, written by students)]] | ||
*[[EE662Sp10OptimalPrediction|Page discussing difference between choosing most likely outcome always, or randomly guessing following the relative probabilities of the outcome]] | *[[EE662Sp10OptimalPrediction|Page discussing difference between choosing most likely outcome always, or randomly guessing following the relative probabilities of the outcome]] | ||
| − | + | *[[Bayes_Classification:_Experiments_and_Notes_OldKiwi|The effect of adding correlated features]] | |
| + | *[[Bayes_Rate_Fallacy:_Bayes_Rules_under_Severe_Class_Imbalance|A student page about the effect of severe class imabalance]] | ||
== Lecture Blog == | == Lecture Blog == | ||
[[Lecture1ECE662S12|Lecture 1]], [[Lecture2ECE662S12|2]], [[Lecture3ECE662S12|3]] ,[[Lecture4ECE662S12|4]], [[Lecture5ECE662S12|5]], [[Lecture6ECE662S12|6]], [[Lecture7ECE662S12|7]], [[Lecture8ECE662S12|8]], [[Lecture9ECE662S12|9]] | [[Lecture1ECE662S12|Lecture 1]], [[Lecture2ECE662S12|2]], [[Lecture3ECE662S12|3]] ,[[Lecture4ECE662S12|4]], [[Lecture5ECE662S12|5]], [[Lecture6ECE662S12|6]], [[Lecture7ECE662S12|7]], [[Lecture8ECE662S12|8]], [[Lecture9ECE662S12|9]] | ||
Revision as of 12:11, 2 February 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.
Course information
Instructor: Prof. Boutin
Office: MSEE342
Office hours: listed here
Lecture: TuTh 10:30-11:45 in PHYS 223
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
Lecture Blog
Lecture 1, 2, 3 ,4, 5, 6, 7, 8, 9
Homework
- first homework, due Tuesday February 14, 11:59pm.
