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- Eager_learning abstract "In artificial intelligence, eager learning is a learning method in which the system tries to construct a general, input independent target function during training of the system, as opposed to lazy learning, where generalization beyond the training data is delayed until a query is made to the system. The main advantage gained in employing an eager learning method, such as an artificial neural network, is that the target function will be approximated globally during training, thus requiring much less space than a lazy learning system. Eager learning systems also deal much better with noise in the training data. Eager learning is an example of offline learning, in which post-training queries to the system have no effect on the system itself, and thus the same query to the system will always produce the same result.The main disadvantage with eager learning is that it is generally unable to provide good local approximations in the target function.".
- Eager_learning wikiPageID "10747995".
- Eager_learning wikiPageLength "1572".
- Eager_learning wikiPageOutDegree "5".
- Eager_learning wikiPageRevisionID "662926622".
- Eager_learning wikiPageWikiLink Artificial_intelligence.
- Eager_learning wikiPageWikiLink Artificial_neural_network.
- Eager_learning wikiPageWikiLink Category:Machine_learning.
- Eager_learning wikiPageWikiLink Lazy_learning.
- Eager_learning wikiPageWikiLink Offline_learning.
- Eager_learning wikiPageWikiLinkText "Eager learning".
- Eager_learning wikiPageWikiLinkText "eager learning".
- Eager_learning wikiPageUsesTemplate Template:Reflist.
- Eager_learning wikiPageUsesTemplate Template:Sci-stub.
- Eager_learning subject Category:Machine_learning.
- Eager_learning hypernym Method.
- Eager_learning type Software.
- Eager_learning comment "In artificial intelligence, eager learning is a learning method in which the system tries to construct a general, input independent target function during training of the system, as opposed to lazy learning, where generalization beyond the training data is delayed until a query is made to the system.".
- Eager_learning label "Eager learning".
- Eager_learning sameAs Q130651.
- Eager_learning sameAs Eager_learning.
- Eager_learning sameAs Eager_Learning.
- Eager_learning sameAs m.02qnyhp.
- Eager_learning sameAs Q130651.
- Eager_learning wasDerivedFrom Eager_learning?oldid=662926622.
- Eager_learning isPrimaryTopicOf Eager_learning.