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Support Vector Machines
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Author: Solly Brown
E-mail: [email protected]
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Outline
● Introduction to SVM's
● Implementation of SVM's
❍ Linearly separable datasets ❍ Not linearly separable datasets ❍ Non-linear datasets
● Applications of SVM's
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References
● Vapnik, Cortes 1995 (Machine Learning 20:273-297)
● Burges 1998 (Data Mining and Knowledge Discovery 2:955-974)
● Cristianini, Shawe-Taylor 2000 ("An introduction to SVMs")
● Vapnik 1998 ("Statistical learning theory")
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Title
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Support Vector Machines
● Solly Brown
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