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- Large_margin_nearest_neighbor abstract "Large margin nearest neighbor (LMNN) classification is a statistical machine learning algorithm. It learns a pseudometric designed for k-nearest neighbor classification. The algorithm is based on semidefinite programming, a sub-class of convex optimization.The goal of supervised learning (more specifically classification) is to learn a decision rule that can categorize data instances into pre-defined classes. The k-nearest neighbor rule assumes a training data set of labeled instances (i.e. the classes are known). It classifies a new data instance with the class obtained from the majority vote of the k closest (labeled) training instances. Closeness is measured with a pre-defined metric. Large margin nearest neighbors is an algorithm that learns this global (pseudo-)metric in a supervised fashion to improve the classification accuracy of the k-nearest neighbor rule.".
- Large_margin_nearest_neighbor thumbnail Lmnn.png?width=300.
- Large_margin_nearest_neighbor wikiPageExternalLink mnist.
- Large_margin_nearest_neighbor wikiPageExternalLink 2012_05_03_MachineLearning_lecture_09.pdf.
- Large_margin_nearest_neighbor wikiPageExternalLink code.html.
- Large_margin_nearest_neighbor wikiPageID "28037054".
- Large_margin_nearest_neighbor wikiPageLength "8810".
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- Large_margin_nearest_neighbor wikiPageRevisionID "704939815".
- Large_margin_nearest_neighbor wikiPageWikiLink Algorithm.
- Large_margin_nearest_neighbor wikiPageWikiLink Category:Classification_algorithms.
- Large_margin_nearest_neighbor wikiPageWikiLink Category:Machine_learning.
- Large_margin_nearest_neighbor wikiPageWikiLink Cluster_analysis.
- Large_margin_nearest_neighbor wikiPageWikiLink Convex_optimization.
- Large_margin_nearest_neighbor wikiPageWikiLink Cross-validation_(statistics).
- Large_margin_nearest_neighbor wikiPageWikiLink Data_mining.
- Large_margin_nearest_neighbor wikiPageWikiLink Definite_quadratic_form.
- Large_margin_nearest_neighbor wikiPageWikiLink Dimensionality_reduction.
- Large_margin_nearest_neighbor wikiPageWikiLink Ellipsoid.
- Large_margin_nearest_neighbor wikiPageWikiLink K-nearest_neighbors_algorithm.
- Large_margin_nearest_neighbor wikiPageWikiLink Learning_vector_quantization.
- Large_margin_nearest_neighbor wikiPageWikiLink Leave-one-out_error.
- Large_margin_nearest_neighbor wikiPageWikiLink Linear_discriminant_analysis.
- Large_margin_nearest_neighbor wikiPageWikiLink MATLAB.
- Large_margin_nearest_neighbor wikiPageWikiLink Machine_learning.
- Large_margin_nearest_neighbor wikiPageWikiLink Mahalanobis_distance.
- Large_margin_nearest_neighbor wikiPageWikiLink Metric_(mathematics).
- Large_margin_nearest_neighbor wikiPageWikiLink Nearest_neighbor_search.
- Large_margin_nearest_neighbor wikiPageWikiLink Neighbourhood_components_analysis.
- Large_margin_nearest_neighbor wikiPageWikiLink Open_source.
- Large_margin_nearest_neighbor wikiPageWikiLink Pattern_recognition.
- Large_margin_nearest_neighbor wikiPageWikiLink Polynomial_transformations.
- Large_margin_nearest_neighbor wikiPageWikiLink Predictive_analytics.
- Large_margin_nearest_neighbor wikiPageWikiLink Pseudometric_space.
- Large_margin_nearest_neighbor wikiPageWikiLink Semidefinite_programming.
- Large_margin_nearest_neighbor wikiPageWikiLink Similarity_learning.
- Large_margin_nearest_neighbor wikiPageWikiLink Slack_variable.
- Large_margin_nearest_neighbor wikiPageWikiLink Statistical_classification.
- Large_margin_nearest_neighbor wikiPageWikiLink Supervised_learning.
- Large_margin_nearest_neighbor wikiPageWikiLink Working_set.
- Large_margin_nearest_neighbor wikiPageWikiLink File:Lmnn.png.
- Large_margin_nearest_neighbor wikiPageWikiLinkText "Large margin nearest neighbor".
- Large_margin_nearest_neighbor wikiPageWikiLinkText "large margin nearest neighbor".
- Large_margin_nearest_neighbor wikiPageUsesTemplate Template:Div_col.
- Large_margin_nearest_neighbor wikiPageUsesTemplate Template:Div_col_end.
- Large_margin_nearest_neighbor wikiPageUsesTemplate Template:Reflist.
- Large_margin_nearest_neighbor subject Category:Classification_algorithms.
- Large_margin_nearest_neighbor subject Category:Machine_learning.
- Large_margin_nearest_neighbor hypernym Machine.
- Large_margin_nearest_neighbor type Software.
- Large_margin_nearest_neighbor type Algorithm.
- Large_margin_nearest_neighbor type Redirect.
- Large_margin_nearest_neighbor comment "Large margin nearest neighbor (LMNN) classification is a statistical machine learning algorithm. It learns a pseudometric designed for k-nearest neighbor classification. The algorithm is based on semidefinite programming, a sub-class of convex optimization.The goal of supervised learning (more specifically classification) is to learn a decision rule that can categorize data instances into pre-defined classes. The k-nearest neighbor rule assumes a training data set of labeled instances (i.e.".
- Large_margin_nearest_neighbor label "Large margin nearest neighbor".
- Large_margin_nearest_neighbor sameAs Q6489154.
- Large_margin_nearest_neighbor sameAs m.0cmbcf5.
- Large_margin_nearest_neighbor sameAs Q6489154.
- Large_margin_nearest_neighbor sameAs 大间隔最近邻居.
- Large_margin_nearest_neighbor wasDerivedFrom Large_margin_nearest_neighbor?oldid=704939815.
- Large_margin_nearest_neighbor depiction Lmnn.png.
- Large_margin_nearest_neighbor isPrimaryTopicOf Large_margin_nearest_neighbor.