About: Information fuzzy networks

An Entity of Type: Thing, from Named Graph: http://dbpedia.org, within Data Space: dbpedia.org

Information fuzzy networks (IFN) is a greedy machine learning algorithm for supervised learning.The data structure produced by the learning algorithm is also called Info Fuzzy Network.IFN construction is quite similar to decision trees' construction.However, IFN constructs a directed graph and not a tree.IFN also uses the conditional mutual information metric in order to choose features during the construction stage while decision trees usually use other metrics like entropy or gini.

Property Value
dbo:abstract
  • Information fuzzy networks (IFN) is a greedy machine learning algorithm for supervised learning.The data structure produced by the learning algorithm is also called Info Fuzzy Network.IFN construction is quite similar to decision trees' construction.However, IFN constructs a directed graph and not a tree.IFN also uses the conditional mutual information metric in order to choose features during the construction stage while decision trees usually use other metrics like entropy or gini. (en)
dbo:wikiPageExternalLink
dbo:wikiPageID
  • 22664543 (xsd:integer)
dbo:wikiPageLength
  • 3742 (xsd:nonNegativeInteger)
dbo:wikiPageRevisionID
  • 1082830905 (xsd:integer)
dbo:wikiPageWikiLink
dbp:wikiPageUsesTemplate
dcterms:subject
rdfs:comment
  • Information fuzzy networks (IFN) is a greedy machine learning algorithm for supervised learning.The data structure produced by the learning algorithm is also called Info Fuzzy Network.IFN construction is quite similar to decision trees' construction.However, IFN constructs a directed graph and not a tree.IFN also uses the conditional mutual information metric in order to choose features during the construction stage while decision trees usually use other metrics like entropy or gini. (en)
rdfs:label
  • Information fuzzy networks (en)
owl:sameAs
prov:wasDerivedFrom
foaf:isPrimaryTopicOf
is dbo:wikiPageRedirects of
is dbo:wikiPageWikiLink of
is foaf:primaryTopic of
Powered by OpenLink Virtuoso    This material is Open Knowledge     W3C Semantic Web Technology     This material is Open Knowledge    Valid XHTML + RDFa
This content was extracted from Wikipedia and is licensed under the Creative Commons Attribution-ShareAlike 3.0 Unported License