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- Least_squares_support_vector_machine abstract "Least squares support vector machines (LS-SVM) are least squares versions of support vector machines (SVM), which are a set of related supervised learning methods that analyze data and recognize patterns, and which are used for classification and regression analysis. In this version one finds the solution by solving a set of linear equations instead of a convex quadratic programming (QP) problem for classical SVMs. Least squares SVM classifiers, were proposed by Suykens and Vandewalle. LS-SVMs are a class of kernel-based learning methods.".
- Least_squares_support_vector_machine thumbnail Data_spiral.png?width=300.
- Least_squares_support_vector_machine wikiPageExternalLink krr_trainer.
- Least_squares_support_vector_machine wikiPageExternalLink lssvmlab.
- Least_squares_support_vector_machine wikiPageExternalLink www.gaussianprocess.org.
- Least_squares_support_vector_machine wikiPageExternalLink www.kernel-machines.org.
- Least_squares_support_vector_machine wikiPageExternalLink www.support-vector.net.
- Least_squares_support_vector_machine wikiPageID "26849824".
- Least_squares_support_vector_machine wikiPageLength "16495".
- Least_squares_support_vector_machine wikiPageOutDegree "40".
- Least_squares_support_vector_machine wikiPageRevisionID "674754260".
- Least_squares_support_vector_machine wikiPageWikiLink Artificial_neural_network.
- Least_squares_support_vector_machine wikiPageWikiLink Bayesian_inference.
- Least_squares_support_vector_machine wikiPageWikiLink Bayesian_probability.
- Least_squares_support_vector_machine wikiPageWikiLink Category:Classification_algorithms.
- Least_squares_support_vector_machine wikiPageWikiLink Category:Least_squares.
- Least_squares_support_vector_machine wikiPageWikiLink Category:Statistical_classification.
- Least_squares_support_vector_machine wikiPageWikiLink Category:Support_vector_machines.
- Least_squares_support_vector_machine wikiPageWikiLink Hierarchical_classifier.
- Least_squares_support_vector_machine wikiPageWikiLink Hyperplane.
- Least_squares_support_vector_machine wikiPageWikiLink Identity_matrix.
- Least_squares_support_vector_machine wikiPageWikiLink Kernel_function.
- Least_squares_support_vector_machine wikiPageWikiLink Kernel_method.
- Least_squares_support_vector_machine wikiPageWikiLink Kernel_methods.
- Least_squares_support_vector_machine wikiPageWikiLink Lagrange_multiplier.
- Least_squares_support_vector_machine wikiPageWikiLink Lagrange_multipliers.
- Least_squares_support_vector_machine wikiPageWikiLink Lagrangian_multipliers.
- Least_squares_support_vector_machine wikiPageWikiLink Learning.
- Least_squares_support_vector_machine wikiPageWikiLink Least_squares.
- Least_squares_support_vector_machine wikiPageWikiLink Linear.
- Least_squares_support_vector_machine wikiPageWikiLink Linear_equation.
- Least_squares_support_vector_machine wikiPageWikiLink Linear_system.
- Least_squares_support_vector_machine wikiPageWikiLink Linearity.
- Least_squares_support_vector_machine wikiPageWikiLink Neural_network.
- Least_squares_support_vector_machine wikiPageWikiLink Polynomial.
- Least_squares_support_vector_machine wikiPageWikiLink Positive-definite_kernel.
- Least_squares_support_vector_machine wikiPageWikiLink Prior_probability.
- Least_squares_support_vector_machine wikiPageWikiLink Quadratic_programming.
- Least_squares_support_vector_machine wikiPageWikiLink Radial_basis_function.
- Least_squares_support_vector_machine wikiPageWikiLink Regression_analysis.
- Least_squares_support_vector_machine wikiPageWikiLink Saddle_point.
- Least_squares_support_vector_machine wikiPageWikiLink Statistical_classification.
- Least_squares_support_vector_machine wikiPageWikiLink Statistics.
- Least_squares_support_vector_machine wikiPageWikiLink Structural_risk_minimization.
- Least_squares_support_vector_machine wikiPageWikiLink Supervised_learning.
- Least_squares_support_vector_machine wikiPageWikiLink Support_vector_machine.
- Least_squares_support_vector_machine wikiPageWikiLink Vapnik.
- Least_squares_support_vector_machine wikiPageWikiLink Vladimir_Vapnik.
- Least_squares_support_vector_machine wikiPageWikiLink File:Data_spiral.png.
- Least_squares_support_vector_machine wikiPageWikiLink File:Data_spiral_lssvm.png.
- Least_squares_support_vector_machine wikiPageWikiLink File:Data_spiral_svm.png.
- Least_squares_support_vector_machine wikiPageWikiLinkText "Least squares support vector machine".
- Least_squares_support_vector_machine wikiPageWikiLinkText "least squares support vector machine".
- Least_squares_support_vector_machine hasPhotoCollection Least_squares_support_vector_machine.
- Least_squares_support_vector_machine wikiPageUsesTemplate Template:Context.
- Least_squares_support_vector_machine subject Category:Classification_algorithms.
- Least_squares_support_vector_machine subject Category:Least_squares.
- Least_squares_support_vector_machine subject Category:Statistical_classification.
- Least_squares_support_vector_machine subject Category:Support_vector_machines.
- Least_squares_support_vector_machine hypernym Versions.
- Least_squares_support_vector_machine type Article.
- Least_squares_support_vector_machine type MeanOfTransportation.
- Least_squares_support_vector_machine type Square.
- Least_squares_support_vector_machine type Type.
- Least_squares_support_vector_machine type Algorithm.
- Least_squares_support_vector_machine type Article.
- Least_squares_support_vector_machine type Machine.
- Least_squares_support_vector_machine type Method.
- Least_squares_support_vector_machine type Page.
- Least_squares_support_vector_machine type Square.
- Least_squares_support_vector_machine type Type.
- Least_squares_support_vector_machine comment "Least squares support vector machines (LS-SVM) are least squares versions of support vector machines (SVM), which are a set of related supervised learning methods that analyze data and recognize patterns, and which are used for classification and regression analysis. In this version one finds the solution by solving a set of linear equations instead of a convex quadratic programming (QP) problem for classical SVMs. Least squares SVM classifiers, were proposed by Suykens and Vandewalle.".
- Least_squares_support_vector_machine label "Least squares support vector machine".
- Least_squares_support_vector_machine sameAs m.0bmcx0v.
- Least_squares_support_vector_machine sameAs Q17086219.
- Least_squares_support_vector_machine sameAs Q17086219.
- Least_squares_support_vector_machine wasDerivedFrom Least_squares_support_vector_machine?oldid=674754260.
- Least_squares_support_vector_machine depiction Data_spiral.png.
- Least_squares_support_vector_machine isPrimaryTopicOf Least_squares_support_vector_machine.