Home > Lectures, Machine Learning > Machine Learning & Support Vector Machines (SVM) Lecture 9 CSCSI 494

Machine Learning & Support Vector Machines (SVM) Lecture 9 CSCSI 494

Last lecture we discussed the major topics in machine learning and an important classification algorithm entitled Support Vector Machines (SVM). Modern search engines use a combination of these fundamental techniques to find the relevance of documents w.r.t a given search query.
Papers to read: Standard SVM [Cortes and Vapnik, 1995]

We also discussed a two dimensional problem and showed how to expand a machine learning problem to infinite dimensions.

Lecture Notes

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