Matches in DBpedia 2016-04 for { <http://dbpedia.org/resource/Category_utility> ?p ?o }
Showing triples 1 to 73 of
73
with 100 triples per page.
- Category_utility abstract "Category utility is a measure of \"category goodness\" defined in Gluck & Corter (1985) and Corter & Gluck (1992). It attempts to maximize both the probability that two objects in the same category have attribute values in common, and the probability that objects from different categories have different attribute values. It was intended to supersede more limited measures of category goodness such as \"cue validity\" (Reed 1972; Rosch & Mervis 1975) and \"collocation index\" (Jones 1983). It provides a normative information-theoretic measure of the predictive advantage gained by the observer who possesses knowledge of the given category structure (i.e., the class labels of instances) over the observer who does not possess knowledge of the category structure. In this sense the motivation for the category utility measure is similar to the information gain metric used in decision tree learning. In certain presentations, it is also formally equivalent to the mutual information, as discussed below. A review of category utility in its probabilistic incarnation, with applications to machine learning, is provided in Witten & Frank (2005, pp. 260–262).".
- Category_utility wikiPageExternalLink book.html.
- Category_utility wikiPageExternalLink CorterGluck1992.pdf.
- Category_utility wikiPageExternalLink j383105014543328.
- Category_utility wikiPageExternalLink qj16212n7537n6p3.
- Category_utility wikiPageID "8964665".
- Category_utility wikiPageLength "23075".
- Category_utility wikiPageOutDegree "59".
- Category_utility wikiPageRevisionID "620125836".
- Category_utility wikiPageWikiLink Abstraction.
- Category_utility wikiPageWikiLink Amsterdam.
- Category_utility wikiPageWikiLink Aristotle.
- Category_utility wikiPageWikiLink Basic_category.
- Category_utility wikiPageWikiLink Cambridge,_Massachusetts.
- Category_utility wikiPageWikiLink Cartesian_product.
- Category_utility wikiPageWikiLink Category:Cognitive_science.
- Category_utility wikiPageWikiLink Category:Machine_learning.
- Category_utility wikiPageWikiLink Category_utility.
- Category_utility wikiPageWikiLink Concept.
- Category_utility wikiPageWikiLink Concept_learning.
- Category_utility wikiPageWikiLink Conceptual_clustering.
- Category_utility wikiPageWikiLink Conditional_probability.
- Category_utility wikiPageWikiLink Cue_validity.
- Category_utility wikiPageWikiLink Decision_tree.
- Category_utility wikiPageWikiLink Empiricism.
- Category_utility wikiPageWikiLink Formal_concept_analysis.
- Category_utility wikiPageWikiLink Gestalt_psychology.
- Category_utility wikiPageWikiLink Hillsdale,_New_Jersey.
- Category_utility wikiPageWikiLink Inductive_reasoning.
- Category_utility wikiPageWikiLink Information_gain_in_decision_trees.
- Category_utility wikiPageWikiLink Information_theory.
- Category_utility wikiPageWikiLink Ithaca,_New_York.
- Category_utility wikiPageWikiLink John_Stuart_Mill.
- Category_utility wikiPageWikiLink Joint_probability_distribution.
- Category_utility wikiPageWikiLink London.
- Category_utility wikiPageWikiLink Machine_learning.
- Category_utility wikiPageWikiLink Marginal_distribution.
- Category_utility wikiPageWikiLink Middle_Ages.
- Category_utility wikiPageWikiLink Mutual_information.
- Category_utility wikiPageWikiLink Nominalism.
- Category_utility wikiPageWikiLink Plato.
- Category_utility wikiPageWikiLink Porphyry_(philosopher).
- Category_utility wikiPageWikiLink Prior_probability.
- Category_utility wikiPageWikiLink Probability.
- Category_utility wikiPageWikiLink Probability_matching.
- Category_utility wikiPageWikiLink Probability_theory.
- Category_utility wikiPageWikiLink Universal_(metaphysics).
- Category_utility wikiPageWikiLink Unsupervised_learning.
- Category_utility wikiPageWikiLink Weighted_arithmetic_mean.
- Category_utility wikiPageWikiLink William_of_Ockham.
- Category_utility wikiPageWikiLinkText "Category utility".
- Category_utility wikiPageWikiLinkText "category utility function".
- Category_utility wikiPageWikiLinkText "category utility".
- Category_utility wikiPageWikiLinkText "definition of the category utility".
- Category_utility wikiPageUsesTemplate Template:Citation.
- Category_utility wikiPageUsesTemplate Template:Harv.
- Category_utility wikiPageUsesTemplate Template:Harvnb.
- Category_utility wikiPageUsesTemplate Template:Harvtxt.
- Category_utility wikiPageUsesTemplate Template:Quotation.
- Category_utility wikiPageUsesTemplate Template:Refbegin.
- Category_utility wikiPageUsesTemplate Template:Refend.
- Category_utility subject Category:Cognitive_science.
- Category_utility subject Category:Machine_learning.
- Category_utility hypernym Measure.
- Category_utility type Software.
- Category_utility type Redirect.
- Category_utility comment "Category utility is a measure of \"category goodness\" defined in Gluck & Corter (1985) and Corter & Gluck (1992). It attempts to maximize both the probability that two objects in the same category have attribute values in common, and the probability that objects from different categories have different attribute values. It was intended to supersede more limited measures of category goodness such as \"cue validity\" (Reed 1972; Rosch & Mervis 1975) and \"collocation index\" (Jones 1983).".
- Category_utility label "Category utility".
- Category_utility sameAs Q5051858.
- Category_utility sameAs m.027rgr6.
- Category_utility sameAs Q5051858.
- Category_utility wasDerivedFrom Category_utility?oldid=620125836.
- Category_utility isPrimaryTopicOf Category_utility.