Difference between revisions of "10-601 SVMs and Margin Classifiers 1"
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| − | + | This a lecture used in the [[Syllabus for Machine Learning 10-601 in Fall 2014]] | |
| + | |||
| + | === Slides === | ||
| + | |||
| + | * [http://www.cs.cmu.edu/~zivbj/classF14/SVM14.pdf Slides in pdf]. | ||
| + | * [http://cs.stanford.edu/people/karpathy/svmjs/demo/ SVM demo]. | ||
| + | === Readings === | ||
| + | |||
| + | * | ||
| + | |||
| + | === What You Should Know Afterward === | ||
| + | |||
| + | * Max margin principle | ||
| + | * What SVM optimizes | ||
| + | * Linearly separable problems | ||
| + | * Non linearly separable problems and how to revise SVM to handle them | ||
Latest revision as of 12:40, 29 September 2014
This a lecture used in the Syllabus for Machine Learning 10-601 in Fall 2014
Slides
Readings
What You Should Know Afterward
- Max margin principle
- What SVM optimizes
- Linearly separable problems
- Non linearly separable problems and how to revise SVM to handle them
