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- | ====== Support Vector Machine ====== | + | {{keywords>Support Vector Machine}} |
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+ | Support Vector Machine | ||
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===== Recommended Reading ===== | ===== Recommended Reading ===== | ||
+ | * [[https://www.dropbox.com/s/02k52sbksqf4y6k/ExtendedChapter3.pdf?dl=0|An extended version of Chapter 3 with the Appendix with the derivation of the SVM dual]] | ||
* [[https://cling.csd.uwo.ca/cs860/papers/SVM_Explained.pdf|Support Vector Machines Explained]] by Tristan Fletcher (2008) | * [[https://cling.csd.uwo.ca/cs860/papers/SVM_Explained.pdf|Support Vector Machines Explained]] by Tristan Fletcher (2008) | ||
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* [[https://people.cs.umass.edu/~domke/courses/sml2011/07kernels.pdf|Kernel Methods and SVMs]] by Justin Domke | * [[https://people.cs.umass.edu/~domke/courses/sml2011/07kernels.pdf|Kernel Methods and SVMs]] by Justin Domke | ||
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* [[http://web.mit.edu/6.034/wwwbob/svm-notes-long-08.pdf|An Idiot's guide to Support vector | * [[http://web.mit.edu/6.034/wwwbob/svm-notes-long-08.pdf|An Idiot's guide to Support vector | ||
machines (SVMs)]] by R. Berwick | machines (SVMs)]] by R. Berwick | ||
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- | * [[https://www.quora.com/What-is-the-kernel-trick|What is the kernel trick]] by Chitta Ranjan (Quora) |