عنوان فارسی مقاله: ماشین بردار پشتیبانی (SVM)


عنوان انگلیسی مقاله:

Support Vector Machine (SVM)




 

فهرست مطالب

Support Vector Machine (SVM)
Announcements
Quiz
Elections
Support Vector Machine (SVM)
Elections
Support Vector Machine (SVM)
Hyperplane
Maximal Margin Classifier
Support Vectors
Support Vector Classifier



بخشی از مقاله

Support Vector Classifier

Simply speaking instead of looking at the maximum of the minimum of the distances we redefine the margin not to be the minimum of the distances but we allow some points to be on the other side of the margins or even the other side of the hyperplane. C, a tuning parameter controls how much we allow. If C=0 then we are back to Maximal Margin Classifier (if it is possible) If C>0 we become more tolerant of violations to the margin. C tells us how many points can be violating the margin.



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[PDF]Support Vector Machine Tutorialwww.cs.columbia.edu/~kathy/cs4701/documents/jason_svm_tutorial.pdfby J Weston - ‎Cited by 9 - ‎Related articlesSupport Vector Machine. (and Statistical Learning Theory). Tutorial. Jason Weston. NEC Labs America. 4 Independence Way, Princeton, USA.Support Vector Machines (SVM) - Statisticawww.statsoft.com/Textbook/Support-Vector-MachinesSupport Vector Machines are based on the concept of decision planes that define decision boundaries.Support Vector Machines for Machine Learning - Machine Learning ...machinelearningmastery.com/support-vector-machines-for-machine-learning/Apr 20, 2016 - Support Vector Machines are perhaps one of the most popular and talked about machine learning algorithms. They were extremely popular ...[PDF]Support Vector Machines - CS 229cs229.stanford.edu/notes/cs229-notes3.pdfby V Part - ‎Cited by 1 - ‎Related articlesCS229 Lecture notes. Andrew Ng. Part V. Support Vector Machines. This set of notes presents the Support Vector Machine (SVM) learning al- gorithm. SVMs are ...Support vector machines: The linearly separable casehttps://nlp.stanford.edu/.../support-vector-machines-the-linearly-separable-case-1.htmlThe SVM in particular defines the criterion to be looking for a decision surface that is maximally far away from any data point. This distance from the decision ...[PDF]Lecture 2: The SVM classifierwww.robots.ox.ac.uk/~az/lectures/ml/lect2.pdfC19 Machine Learning Hilary 2015. A. Zisserman. • Review of linear classifiers. • Linear separability. • Perceptron. • Support Vector Machine (SVM) classifier.Searches related to Support Vector Machinesupport vector machine pythonsupport vector machine examplesupport vector machine tutorialsupport vector machine basicssupport vector machine pdfsupport vector machine regressionsupport vector machine matlabsupport vector machine in r