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<youtube>QBfEA0LhP8I</youtube> | <youtube>QBfEA0LhP8I</youtube> | ||
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References: | References: | ||
* [https://www.projectrhea.org/rhea/index.php/2014_Spring_ECE_662_Boutin ECE662 Spring 2014 lecture] material of [https://www.projectrhea.org/rhea/index.php/User:Mboutin Prof. Mireille Boutin] | * [https://www.projectrhea.org/rhea/index.php/2014_Spring_ECE_662_Boutin ECE662 Spring 2014 lecture] material of [https://www.projectrhea.org/rhea/index.php/User:Mboutin Prof. Mireille Boutin] | ||
* Bishop's "Pattern Recognition and Machine Learning" Book | * Bishop's "Pattern Recognition and Machine Learning" Book | ||
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| + | ==[[Review_on_Support_Vector_Machine|Questions and comments]]== | ||
| + | If you have any questions, comments, etc. please post them on [[Review_on_Support_Vector_Machine| this page]]. | ||
| + | ---- | ||
[https://www.projectrhea.org/rhea/index.php/2014_Spring_ECE_662_Boutin ECE662, Back to Spring 2014] | [https://www.projectrhea.org/rhea/index.php/2014_Spring_ECE_662_Boutin ECE662, Back to Spring 2014] | ||
| − | + | [[Category:Slecture]] [[Category:Support_Vector_Machine]] [[Category:ECE662Spring2014Boutin]] [[Category:ECE]] [[Category:ECE662]] | |
Revision as of 14:52, 3 May 2014
Support Vector Machines
A Slecture by student Tao Jiang
Partly based on the ECE662 Spring 2014 lecture material of Prof. Mireille Boutin and Bishop's "Pattern Recognition and Machine Learning" Book
Contents
- Basic idea of SVM
- Slack Variables
- How to solve SVM (Quadratic Programming Problem)
- Multi-classification
- Choosing Parameters
Link to Video on Youtube
References:
- ECE662 Spring 2014 lecture material of Prof. Mireille Boutin
- Bishop's "Pattern Recognition and Machine Learning" Book
Questions and comments
If you have any questions, comments, etc. please post them on this page.
