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Support vector machine
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== Further reading == *{{cite journal |last1=Bennett |first1=Kristin P. |last2=Campbell |first2=Colin |url=http://kdd.org/exploration_files/bennett.pdf |title=Support Vector Machines: Hype or Hallelujah? |journal=SIGKDD Explorations |volume=2 |issue=2 |year=2000 |pages=1–13 |doi=10.1145/380995.380999|s2cid=207753020 }} *{{cite book |last1=Cristianini |first1=Nello |last2=Shawe-Taylor |first2=John |title=An Introduction to Support Vector Machines and other kernel-based learning methods |publisher=Cambridge University Press |year=2000 |isbn=0-521-78019-5 }} *{{cite book |last1=Fradkin |first1=Dmitriy |last2=Muchnik |first2=Ilya |chapter-url=http://paul.rutgers.edu/~dfradkin/papers/svm.pdf |chapter=Support Vector Machines for Classification |editor-last=Abello |editor-first=J. |editor2-last=Carmode |editor2-first=G. |title=Discrete Methods in Epidemiology |series=DIMACS Series in Discrete Mathematics and Theoretical Computer Science |volume=70 |pages=13–20 |year=2006 }}{{Citation not found|date=June 2022}} * {{cite book |last1=Joachims |first1=Thorsten |chapter=Text categorization with Support Vector Machines: Learning with many relevant features |date=1998 |publisher=Springer |location=Berlin, Heidelberg |pages=137–142 |title=Machine Learning: ECML-98 |series=Lecture Notes in Computer Science |volume=1398 |editor1-last=Nédellec |editor1-first=Claire |editor2-last=Rouveirol |editor2-first=Céline |doi=10.1007/BFb0026683|isbn=978-3-540-64417-0 |s2cid=2427083 }} *{{cite book |last=Ivanciuc |first=Ovidiu |chapter-url=http://www.ivanciuc.org/Files/Reprint/Ivanciuc_SVM_CCR_2007_23_291.pdf |chapter=Applications of Support Vector Machines in Chemistry |title=Reviews in Computational Chemistry |series=<!--Reviews in Computational Chemistry-->|volume=23 |year=2007 |pages=291–400 |doi=10.1002/9780470116449.ch6 |isbn=9780470116449 }} *{{cite book |first1=Gareth |last1=James |first2=Daniela |last2=Witten |first3=Trevor |last3=Hastie |first4=Robert |last4=Tibshirani |title=An Introduction to Statistical Learning : with Applications in R |location=New York |publisher=Springer |year=2013 |isbn=978-1-4614-7137-0 |chapter=Support Vector Machines |pages=337–372 |chapter-url=http://www-bcf.usc.edu/~gareth/ISL/ISLR%20Seventh%20Printing.pdf#page=345 }} *{{cite book |last1=Schölkopf |first1=Bernhard |last2=Smola |first2=Alexander J. |title=Learning with Kernels |publisher=MIT Press |location=Cambridge, MA |year=2002 |isbn=0-262-19475-9 }} *{{cite book |last1=Steinwart |first1=Ingo |last2=Christmann |first2=Andreas |title=Support Vector Machines |publisher=Springer |location=New York |year=2008 |isbn=978-0-387-77241-7 }} *{{cite book |last1=Theodoridis |first1=Sergios |last2=Koutroumbas |first2=Konstantinos |title=Pattern Recognition |edition=4th |publisher=Academic Press |year=2009 |isbn=978-1-59749-272-0 }}
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