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| − | A [ | + | A [http://www.projectrhea.org/learning/slectures.php slecture] by [[ECE]] student Andy Park |
| − | Partly based on the [[ | + | Partly based on the [[2014_Spring_ECE_662_Boutin_Statistical_Pattern_recognition_slectures|ECE662 Spring 2014 lecture]] material of [[user:mboutin|Prof. Mireille Boutin]]. |
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==Part 1: Introduction - Revisit Bayes Rule/Classifier == | ==Part 1: Introduction - Revisit Bayes Rule/Classifier == | ||
| + | ==[https://www.youtube.com/watch?v=auN5qUD2Ae0 Link to Video in Youtube]== | ||
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==Part 2: The concept of Risk/Cost Minimization == | ==Part 2: The concept of Risk/Cost Minimization == | ||
| + | ==[https://www.youtube.com/watch?v=6AW_Ofv1PvY Link to Video in Youtube]== | ||
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==Part 3: Loss matrix & Bayes Risk for optimal action making == | ==Part 3: Loss matrix & Bayes Risk for optimal action making == | ||
| + | ==[https://www.youtube.com/watch?v=aEHFObY2eMs Link to Video in Youtube]== | ||
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==Part 4: Example of a doctor using these concepts for optimal treatment to patients == | ==Part 4: Example of a doctor using these concepts for optimal treatment to patients == | ||
| + | ==[https://www.youtube.com/watch?v=NTrAeP0vA14 Link to Video in Youtube]== | ||
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Latest revision as of 10:45, 22 January 2015
Bayes Rule to Minimize Risk
A slecture by ECE student Andy Park
Partly based on the ECE662 Spring 2014 lecture material of Prof. Mireille Boutin.
Contents
- 1 Part 1: Introduction - Revisit Bayes Rule/Classifier
- 2 Link to Video in Youtube
- 3 Part 2: The concept of Risk/Cost Minimization
- 4 Link to Video in Youtube
- 5 Part 3: Loss matrix & Bayes Risk for optimal action making
- 6 Link to Video in Youtube
- 7 Part 4: Example of a doctor using these concepts for optimal treatment to patients
- 8 Link to Video in Youtube
- 9 Questions and comments
Part 1: Introduction - Revisit Bayes Rule/Classifier
Link to Video in Youtube
Part 2: The concept of Risk/Cost Minimization
Link to Video in Youtube
Part 3: Loss matrix & Bayes Risk for optimal action making
Link to Video in Youtube
Part 4: Example of a doctor using these concepts for optimal treatment to patients
Link to Video in Youtube
Questions and comments
If you have any questions, comments, etc. please post them on this page.
