Matches in SemOpenAlex for { <https://semopenalex.org/work/W2022167939> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2022167939 endingPage "7" @default.
- W2022167939 startingPage "51" @default.
- W2022167939 abstract "The classification of large dimensional data sets arising from the merging of remote sensing data with more traditional forms of ancillary data causes a significant computational problem. Decision tree classification is a popular approach to the problem. This type of classifier is characterized by the property that samples are subjected to a sequence of decision rules before they are assigned to a unique class. If a decision tree classifier is well designed, the result in many cases is a classification scheme which is accurate, flexible, and computationally efficient. This correspondence provides an automated technique for effective decision tree design which relies only on a priori statistics. This procedure utilizes canonical transforms and Bayes table look-up decision rules. An optimal design at each node is derived based on the associated decision table. A procedure for computing the global probability of correct classification is also provided. An example is given in which class statistics obtained from an actual Landsat scene are used as input to the program. The resulting decision tree design has an associated probability of correct classification of 0.75 compared to the theoretically optimum 0.79 probability of correct classification associated with a full dimensional Bayes classifier. Recommendations for future research are included." @default.
- W2022167939 created "2016-06-24" @default.
- W2022167939 creator A5065007816 @default.
- W2022167939 creator A5067240438 @default.
- W2022167939 creator A5069018829 @default.
- W2022167939 date "1982-01-01" @default.
- W2022167939 modified "2023-10-05" @default.
- W2022167939 title "An automated approach to the design of decision tree classifiers." @default.
- W2022167939 cites W1540630610 @default.
- W2022167939 cites W2000134108 @default.
- W2022167939 cites W2024941397 @default.
- W2022167939 cites W2060162865 @default.
- W2022167939 cites W2086294262 @default.
- W2022167939 cites W2095444925 @default.
- W2022167939 cites W2098057602 @default.
- W2022167939 cites W2114534674 @default.
- W2022167939 cites W2148877046 @default.
- W2022167939 cites W795398596 @default.
- W2022167939 doi "https://doi.org/10.1109/tpami.1982.4767195" @default.
- W2022167939 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/21869003" @default.
- W2022167939 hasPublicationYear "1982" @default.
- W2022167939 type Work @default.
- W2022167939 sameAs 2022167939 @default.
- W2022167939 citedByCount "58" @default.
- W2022167939 countsByYear W20221679392012 @default.
- W2022167939 countsByYear W20221679392013 @default.
- W2022167939 countsByYear W20221679392014 @default.
- W2022167939 countsByYear W20221679392015 @default.
- W2022167939 countsByYear W20221679392016 @default.
- W2022167939 countsByYear W20221679392018 @default.
- W2022167939 countsByYear W20221679392020 @default.
- W2022167939 countsByYear W20221679392021 @default.
- W2022167939 countsByYear W20221679392022 @default.
- W2022167939 crossrefType "journal-article" @default.
- W2022167939 hasAuthorship W2022167939A5065007816 @default.
- W2022167939 hasAuthorship W2022167939A5067240438 @default.
- W2022167939 hasAuthorship W2022167939A5069018829 @default.
- W2022167939 hasConcept C10229987 @default.
- W2022167939 hasConcept C107673813 @default.
- W2022167939 hasConcept C111012933 @default.
- W2022167939 hasConcept C111472728 @default.
- W2022167939 hasConcept C119857082 @default.
- W2022167939 hasConcept C12267149 @default.
- W2022167939 hasConcept C124101348 @default.
- W2022167939 hasConcept C138885662 @default.
- W2022167939 hasConcept C143809311 @default.
- W2022167939 hasConcept C153180895 @default.
- W2022167939 hasConcept C154945302 @default.
- W2022167939 hasConcept C172967692 @default.
- W2022167939 hasConcept C185207860 @default.
- W2022167939 hasConcept C207201462 @default.
- W2022167939 hasConcept C41008148 @default.
- W2022167939 hasConcept C52001869 @default.
- W2022167939 hasConcept C5481197 @default.
- W2022167939 hasConcept C75553542 @default.
- W2022167939 hasConcept C84525736 @default.
- W2022167939 hasConcept C84839998 @default.
- W2022167939 hasConcept C95623464 @default.
- W2022167939 hasConceptScore W2022167939C10229987 @default.
- W2022167939 hasConceptScore W2022167939C107673813 @default.
- W2022167939 hasConceptScore W2022167939C111012933 @default.
- W2022167939 hasConceptScore W2022167939C111472728 @default.
- W2022167939 hasConceptScore W2022167939C119857082 @default.
- W2022167939 hasConceptScore W2022167939C12267149 @default.
- W2022167939 hasConceptScore W2022167939C124101348 @default.
- W2022167939 hasConceptScore W2022167939C138885662 @default.
- W2022167939 hasConceptScore W2022167939C143809311 @default.
- W2022167939 hasConceptScore W2022167939C153180895 @default.
- W2022167939 hasConceptScore W2022167939C154945302 @default.
- W2022167939 hasConceptScore W2022167939C172967692 @default.
- W2022167939 hasConceptScore W2022167939C185207860 @default.
- W2022167939 hasConceptScore W2022167939C207201462 @default.
- W2022167939 hasConceptScore W2022167939C41008148 @default.
- W2022167939 hasConceptScore W2022167939C52001869 @default.
- W2022167939 hasConceptScore W2022167939C5481197 @default.
- W2022167939 hasConceptScore W2022167939C75553542 @default.
- W2022167939 hasConceptScore W2022167939C84525736 @default.
- W2022167939 hasConceptScore W2022167939C84839998 @default.
- W2022167939 hasConceptScore W2022167939C95623464 @default.
- W2022167939 hasIssue "1" @default.
- W2022167939 hasLocation W20221679391 @default.
- W2022167939 hasOpenAccess W2022167939 @default.
- W2022167939 hasPrimaryLocation W20221679391 @default.
- W2022167939 hasRelatedWork W1548705586 @default.
- W2022167939 hasRelatedWork W1986699031 @default.
- W2022167939 hasRelatedWork W2022167939 @default.
- W2022167939 hasRelatedWork W2133837996 @default.
- W2022167939 hasRelatedWork W2360982908 @default.
- W2022167939 hasRelatedWork W2362185709 @default.
- W2022167939 hasRelatedWork W2372931108 @default.
- W2022167939 hasRelatedWork W2374047926 @default.
- W2022167939 hasRelatedWork W3135653258 @default.
- W2022167939 hasRelatedWork W4312866165 @default.
- W2022167939 hasVolume "4" @default.
- W2022167939 isParatext "false" @default.
- W2022167939 isRetracted "false" @default.
- W2022167939 magId "2022167939" @default.
- W2022167939 workType "article" @default.