| Line 17: | Line 17: | ||
---- | ---- | ||
==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]== | ||
<center> | <center> | ||
<youtube>auN5qUD2Ae0</youtube> | <youtube>auN5qUD2Ae0</youtube> | ||
| Line 22: | Line 23: | ||
---- | ---- | ||
==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]== | ||
<center> | <center> | ||
<youtube>6AW_Ofv1PvY</youtube> | <youtube>6AW_Ofv1PvY</youtube> | ||
| Line 27: | Line 29: | ||
---- | ---- | ||
==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]== | ||
<center> | <center> | ||
<youtube>aEHFObY2eMs</youtube> | <youtube>aEHFObY2eMs</youtube> | ||
| Line 32: | Line 35: | ||
---- | ---- | ||
==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]== | ||
<center> | <center> | ||
<youtube>NTrAeP0vA14</youtube> | <youtube>NTrAeP0vA14</youtube> | ||
Revision as of 07:04, 23 April 2014
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.
