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- Margin_(machine_learning) abstract "In machine learning the margin of a single data point is defined to be the distance from the data point to a decision boundary. Note that there are many distances and decision boundaries that may be appropriate for certain datasets and goals. A margin classifier is a classifier that explicitly utilizes the margin of each example while learning a classifier. There are theoretical justifications (based on the VC dimension) as to why maximizing the margin (under some suitable constraints) may be beneficial for machine learning and statistical inferences algorithms.".
- Margin_(machine_learning) wikiPageID "17707632".
- Margin_(machine_learning) wikiPageLength "773".
- Margin_(machine_learning) wikiPageOutDegree "6".
- Margin_(machine_learning) wikiPageRevisionID "703424413".
- Margin_(machine_learning) wikiPageWikiLink Category:Support_vector_machines.
- Margin_(machine_learning) wikiPageWikiLink Decision_boundary.
- Margin_(machine_learning) wikiPageWikiLink Machine_learning.
- Margin_(machine_learning) wikiPageWikiLink Margin_classifier.
- Margin_(machine_learning) wikiPageWikiLink Statistical_classification.
- Margin_(machine_learning) wikiPageWikiLink VC_dimension.
- Margin_(machine_learning) wikiPageWikiLinkText "Margin (machine learning)".
- Margin_(machine_learning) wikiPageWikiLinkText "margin".
- Margin_(machine_learning) wikiPageUsesTemplate Template:Compu-prog-stub.
- Margin_(machine_learning) wikiPageUsesTemplate Template:Multiple_issues.
- Margin_(machine_learning) wikiPageUsesTemplate Template:Technical.
- Margin_(machine_learning) wikiPageUsesTemplate Template:Unreferenced.
- Margin_(machine_learning) subject Category:Support_vector_machines.
- Margin_(machine_learning) comment "In machine learning the margin of a single data point is defined to be the distance from the data point to a decision boundary. Note that there are many distances and decision boundaries that may be appropriate for certain datasets and goals. A margin classifier is a classifier that explicitly utilizes the margin of each example while learning a classifier.".
- Margin_(machine_learning) label "Margin (machine learning)".
- Margin_(machine_learning) sameAs Q6760393.
- Margin_(machine_learning) sameAs Marża_(telekomunikacja).
- Margin_(machine_learning) sameAs m.047thbj.
- Margin_(machine_learning) sameAs Q6760393.
- Margin_(machine_learning) wasDerivedFrom Margin_(machine_learning)?oldid=703424413.
- Margin_(machine_learning) isPrimaryTopicOf Margin_(machine_learning).