Matches in DBpedia 2016-04 for { <http://dbpedia.org/resource/Active_learning_(machine_learning)> ?p ?o }
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- Active_learning_(machine_learning) abstract "Active learning is a special case of semi-supervised machine learning in which a learning algorithm is able to interactively query the user (or some other information source) to obtain the desired outputs at new data points. In statistics literature it is sometimes also called optimal experimental design.There are situations in which unlabeled data is abundant but manually labeling is expensive. In such a scenario, learning algorithms can actively query the user/teacher for labels. This type of iterative supervised learning is called active learning. Since the learner chooses the examples, the number of examples to learn a concept can often be much lower than the number required in normal supervised learning. With this approach, there is a risk that the algorithm be overwhelmed by uninformative examples.Recent developments are dedicated to hybrid active learning and active learning in a single-pass (on-line) context, combining concepts from the field of Machine Learning (e.g., conflict and ignorance) with adaptive, incremental learning policies in the field of Online machine learning.".
- Active_learning_(machine_learning) wikiPageExternalLink ActiveIntelligence.org.
- Active_learning_(machine_learning) wikiPageExternalLink al-rs.
- Active_learning_(machine_learning) wikiPageExternalLink Rubens-Active-Learning-RecSysHB2010.pdf.
- Active_learning_(machine_learning) wikiPageExternalLink ~active_learning.
- Active_learning_(machine_learning) wikiPageID "28801798".
- Active_learning_(machine_learning) wikiPageLength "6769".
- Active_learning_(machine_learning) wikiPageOutDegree "10".
- Active_learning_(machine_learning) wikiPageRevisionID "706866160".
- Active_learning_(machine_learning) wikiPageWikiLink Category:Machine_learning.
- Active_learning_(machine_learning) wikiPageWikiLink Conflict_(process).
- Active_learning_(machine_learning) wikiPageWikiLink Ignorance.
- Active_learning_(machine_learning) wikiPageWikiLink List_of_datasets_for_machine_learning_research.
- Active_learning_(machine_learning) wikiPageWikiLink Margin_(machine_learning).
- Active_learning_(machine_learning) wikiPageWikiLink Online_machine_learning.
- Active_learning_(machine_learning) wikiPageWikiLink Optimal_design.
- Active_learning_(machine_learning) wikiPageWikiLink Proactive_learning.
- Active_learning_(machine_learning) wikiPageWikiLink Semi-supervised_learning.
- Active_learning_(machine_learning) wikiPageWikiLink Support_vector_machine.
- Active_learning_(machine_learning) wikiPageWikiLinkText "Active Learning".
- Active_learning_(machine_learning) wikiPageWikiLinkText "Active learning (machine learning)".
- Active_learning_(machine_learning) wikiPageWikiLinkText "Active learning".
- Active_learning_(machine_learning) wikiPageWikiLinkText "active learning (machine learning)".
- Active_learning_(machine_learning) wikiPageWikiLinkText "active learning algorithms".
- Active_learning_(machine_learning) wikiPageWikiLinkText "active learning".
- Active_learning_(machine_learning) wikiPageUsesTemplate Template:About.
- Active_learning_(machine_learning) wikiPageUsesTemplate Template:Reflist.
- Active_learning_(machine_learning) subject Category:Machine_learning.
- Active_learning_(machine_learning) hypernym Case.
- Active_learning_(machine_learning) type SupremeCourtOfTheUnitedStatesCase.
- Active_learning_(machine_learning) comment "Active learning is a special case of semi-supervised machine learning in which a learning algorithm is able to interactively query the user (or some other information source) to obtain the desired outputs at new data points. In statistics literature it is sometimes also called optimal experimental design.There are situations in which unlabeled data is abundant but manually labeling is expensive. In such a scenario, learning algorithms can actively query the user/teacher for labels.".
- Active_learning_(machine_learning) label "Active learning (machine learning)".
- Active_learning_(machine_learning) sameAs Q4677561.
- Active_learning_(machine_learning) sameAs プールベース能動学習.
- Active_learning_(machine_learning) sameAs m.0ddbrpj.
- Active_learning_(machine_learning) sameAs Q4677561.
- Active_learning_(machine_learning) wasDerivedFrom Active_learning_(machine_learning)?oldid=706866160.
- Active_learning_(machine_learning) isPrimaryTopicOf Active_learning_(machine_learning).