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- Support_vector_machine abstract "In machine learning, support vector machines (SVMs, also support vector networks) are supervised learning models with associated learning algorithms that analyze data and recognize patterns, used for classification and regression analysis. Given a set of training examples, each marked as belonging to one of two categories, an SVM training algorithm builds a model that assigns new examples into one category or the other, making it a non-probabilistic binary linear classifier. An SVM model is a representation of the examples as points in space, mapped so that the examples of the separate categories are divided by a clear gap that is as wide as possible. New examples are then mapped into that same space and predicted to belong to a category based on which side of the gap they fall on.In addition to performing linear classification, SVMs can efficiently perform a non-linear classification using what is called the kernel trick, implicitly mapping their inputs into high-dimensional feature spaces.".
- Support_vector_machine wikiPageExternalLink demo.
- Support_vector_machine wikiPageExternalLink ml.html.
- Support_vector_machine wikiPageExternalLink shark.
- Support_vector_machine wikiPageExternalLink learning-from-data.com.
- Support_vector_machine wikiPageExternalLink svm.pdf.
- Support_vector_machine wikiPageExternalLink index.html.
- Support_vector_machine wikiPageExternalLink svmtutorial.pdf.
- Support_vector_machine wikiPageExternalLink shark-project.sourceforge.net.
- Support_vector_machine wikiPageExternalLink svmlight.joachims.org.
- Support_vector_machine wikiPageExternalLink Support_Vector_Machines.
- Support_vector_machine wikiPageExternalLink bennett.pdf.
- Support_vector_machine wikiPageExternalLink liblinear.
- Support_vector_machine wikiPageExternalLink libsvm.
- Support_vector_machine wikiPageExternalLink ~dld.
- Support_vector_machine wikiPageExternalLink TanDowe2004.
- Support_vector_machine wikiPageExternalLink Tan+DoweAI2004.pdf.
- Support_vector_machine wikiPageExternalLink icml2008.pdf.
- Support_vector_machine wikiPageExternalLink Ivanciuc_SVM_CCR_2007_23_291.pdf.
- Support_vector_machine wikiPageExternalLink paper.
- Support_vector_machine wikiPageExternalLink www.kernel-machines.org.
- Support_vector_machine wikiPageExternalLink book.html.
- Support_vector_machine wikiPageExternalLink www.kernel-methods.net.
- Support_vector_machine wikiPageExternalLink S00324ED1V01Y201102AIM010.
- Support_vector_machine wikiPageExternalLink svm.html.
- Support_vector_machine wikiPageExternalLink www.support-vector-machines.org.
- Support_vector_machine wikiPageExternalLink www.support-vector.net.
- Support_vector_machine wikiPageExternalLink www.support-vector.ws.
- Support_vector_machine wikiPageExternalLink SVM%20Explained.pdf.
- Support_vector_machine wikiPageExternalLink 409.
- Support_vector_machine wikiPageID "65309".
- Support_vector_machine wikiPageRevisionID "606462791".
- Support_vector_machine hasPhotoCollection Support_vector_machine.
- Support_vector_machine subject Category:Classification_algorithms.
- Support_vector_machine subject Category:Statistical_classification.
- Support_vector_machine subject Category:Support_vector_machines.
- Support_vector_machine type Artifact100021939.
- Support_vector_machine type Device103183080.
- Support_vector_machine type Instrumentality103575240.
- Support_vector_machine type Machine103699975.
- Support_vector_machine type Object100002684.
- Support_vector_machine type PhysicalEntity100001930.
- Support_vector_machine type SupportVectorMachines.
- Support_vector_machine type Whole100003553.
- Support_vector_machine comment "In machine learning, support vector machines (SVMs, also support vector networks) are supervised learning models with associated learning algorithms that analyze data and recognize patterns, used for classification and regression analysis. Given a set of training examples, each marked as belonging to one of two categories, an SVM training algorithm builds a model that assigns new examples into one category or the other, making it a non-probabilistic binary linear classifier.".
- Support_vector_machine label "Macchine a vettori di supporto".
- Support_vector_machine label "Machine à vecteurs de support".
- Support_vector_machine label "Maszyna wektorów nośnych".
- Support_vector_machine label "Máquina de vetores de suporte".
- Support_vector_machine label "Máquinas de vectores de soporte".
- Support_vector_machine label "Support Vector Machine".
- Support_vector_machine label "Support vector machine".
- Support_vector_machine label "Support vector machine".
- Support_vector_machine label "Метод опорных векторов".
- Support_vector_machine label "شعاع الدعم الآلي".
- Support_vector_machine label "サポートベクターマシン".
- Support_vector_machine label "支持向量机".
- Support_vector_machine sameAs Support_vector_machines.
- Support_vector_machine sameAs Support_Vector_Machine.
- Support_vector_machine sameAs Máquinas_de_vectores_de_soporte.
- Support_vector_machine sameAs Euskarri_bektoredun_makina.
- Support_vector_machine sameAs Machine_à_vecteurs_de_support.
- Support_vector_machine sameAs Macchine_a_vettori_di_supporto.
- Support_vector_machine sameAs サポートベクターマシン.
- Support_vector_machine sameAs 서포트_벡터_머신.
- Support_vector_machine sameAs Support_vector_machine.
- Support_vector_machine sameAs Maszyna_wektorów_nośnych.
- Support_vector_machine sameAs Máquina_de_vetores_de_suporte.
- Support_vector_machine sameAs m.0hc2f.
- Support_vector_machine sameAs Q282453.
- Support_vector_machine sameAs Q282453.
- Support_vector_machine sameAs Support_vector_machine.
- Support_vector_machine wasDerivedFrom Support_vector_machine?oldid=606462791.
- Support_vector_machine isPrimaryTopicOf Support_vector_machine.