Matches in SemOpenAlex for { <https://semopenalex.org/work/W2082223218> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2082223218 abstract "Abstract Some expected features of sample patterns in a classification system may be missing, immeasurable, or obscured. When a sample pattern with such an incomplete set of features is presented to a classifier, how reliable is the decision thus made by the classifier? What is the effect of those absent features to the accuracy and correctness of the classification? How to evaluate, or estimate the probability of error of such a decision, compared to that made on the use of more features or a supposedly complete set of features? We derive the solutions of above problems from a point of view of Bayes classifier. The traditional decision theory is extended to the classifications with incomplete feature sets. It shows that in case of classifying incomplete patterns, the Bayes classifier constructed on the marginal distributions of presented features also minimizes the probability of error. We then use Bhattacharyya bound to obtain an analytic form for estimating the error probabilities of classifications made on the partially available features, with respect to that using more or a complete set of features. Directions are given to decision-making on problems of in which situation the effect of missing or obscured features can be neglected, or must be seriously considered. Experimental results have shown consistence with the theoretical analysis." @default.
- W2082223218 created "2016-06-24" @default.
- W2082223218 creator A5044254634 @default.
- W2082223218 date "1990-01-01" @default.
- W2082223218 modified "2023-09-27" @default.
- W2082223218 title "On the minimum probability of error of classification with incomplete patterns" @default.
- W2082223218 cites W1485035304 @default.
- W2082223218 cites W1489095897 @default.
- W2082223218 cites W2009866153 @default.
- W2082223218 cites W2040615655 @default.
- W2082223218 cites W2058656877 @default.
- W2082223218 cites W2071223680 @default.
- W2082223218 cites W2135346934 @default.
- W2082223218 cites W2156642595 @default.
- W2082223218 cites W2161278885 @default.
- W2082223218 cites W3017143921 @default.
- W2082223218 doi "https://doi.org/10.1016/0031-3203(90)90122-2" @default.
- W2082223218 hasPublicationYear "1990" @default.
- W2082223218 type Work @default.
- W2082223218 sameAs 2082223218 @default.
- W2082223218 citedByCount "4" @default.
- W2082223218 crossrefType "journal-article" @default.
- W2082223218 hasAuthorship W2082223218A5044254634 @default.
- W2082223218 hasConcept C107673813 @default.
- W2082223218 hasConcept C11413529 @default.
- W2082223218 hasConcept C119857082 @default.
- W2082223218 hasConcept C12267149 @default.
- W2082223218 hasConcept C124101348 @default.
- W2082223218 hasConcept C143809311 @default.
- W2082223218 hasConcept C153180895 @default.
- W2082223218 hasConcept C154945302 @default.
- W2082223218 hasConcept C185207860 @default.
- W2082223218 hasConcept C189119545 @default.
- W2082223218 hasConcept C207201462 @default.
- W2082223218 hasConcept C24145651 @default.
- W2082223218 hasConcept C33923547 @default.
- W2082223218 hasConcept C41008148 @default.
- W2082223218 hasConcept C52001869 @default.
- W2082223218 hasConcept C55439883 @default.
- W2082223218 hasConcept C95623464 @default.
- W2082223218 hasConceptScore W2082223218C107673813 @default.
- W2082223218 hasConceptScore W2082223218C11413529 @default.
- W2082223218 hasConceptScore W2082223218C119857082 @default.
- W2082223218 hasConceptScore W2082223218C12267149 @default.
- W2082223218 hasConceptScore W2082223218C124101348 @default.
- W2082223218 hasConceptScore W2082223218C143809311 @default.
- W2082223218 hasConceptScore W2082223218C153180895 @default.
- W2082223218 hasConceptScore W2082223218C154945302 @default.
- W2082223218 hasConceptScore W2082223218C185207860 @default.
- W2082223218 hasConceptScore W2082223218C189119545 @default.
- W2082223218 hasConceptScore W2082223218C207201462 @default.
- W2082223218 hasConceptScore W2082223218C24145651 @default.
- W2082223218 hasConceptScore W2082223218C33923547 @default.
- W2082223218 hasConceptScore W2082223218C41008148 @default.
- W2082223218 hasConceptScore W2082223218C52001869 @default.
- W2082223218 hasConceptScore W2082223218C55439883 @default.
- W2082223218 hasConceptScore W2082223218C95623464 @default.
- W2082223218 hasLocation W20822232181 @default.
- W2082223218 hasOpenAccess W2082223218 @default.
- W2082223218 hasPrimaryLocation W20822232181 @default.
- W2082223218 hasRelatedWork W114024195 @default.
- W2082223218 hasRelatedWork W145653800 @default.
- W2082223218 hasRelatedWork W1537837137 @default.
- W2082223218 hasRelatedWork W1754326067 @default.
- W2082223218 hasRelatedWork W1979173633 @default.
- W2082223218 hasRelatedWork W1986699031 @default.
- W2082223218 hasRelatedWork W1987576782 @default.
- W2082223218 hasRelatedWork W1994874081 @default.
- W2082223218 hasRelatedWork W2028225346 @default.
- W2082223218 hasRelatedWork W2032343403 @default.
- W2082223218 hasRelatedWork W2034570513 @default.
- W2082223218 hasRelatedWork W2065179158 @default.
- W2082223218 hasRelatedWork W2085171595 @default.
- W2082223218 hasRelatedWork W2101791549 @default.
- W2082223218 hasRelatedWork W2130938922 @default.
- W2082223218 hasRelatedWork W2150620623 @default.
- W2082223218 hasRelatedWork W24189900 @default.
- W2082223218 hasRelatedWork W2802447513 @default.
- W2082223218 hasRelatedWork W2883432481 @default.
- W2082223218 hasRelatedWork W2245707192 @default.
- W2082223218 isParatext "false" @default.
- W2082223218 isRetracted "false" @default.
- W2082223218 magId "2082223218" @default.
- W2082223218 workType "article" @default.