A classification algorithm based on the complete decision tree

Application of decision trees in problems of classification by precedents is considered. A new model of classifier (which is called the complete decision tree) is proposed and compared with other recognition algorithms based on constructing decision trees.[PUBLICATION ABSTRACT]

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Bibliographic Details
Published inPattern recognition and image analysis Vol. 17; no. 3; pp. 363 - 367
Main Authors Djukova, E V, Peskov, N V
Format Journal Article
LanguageEnglish
Published Dordrecht Springer Nature B.V 01.09.2007
Subjects
Algorithms
Classification
Classifiers
Construction
Decision trees
Image analysis
Pattern recognition
Recognition
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Summary:Application of decision trees in problems of classification by precedents is considered. A new model of classifier (which is called the complete decision tree) is proposed and compared with other recognition algorithms based on constructing decision trees.[PUBLICATION ABSTRACT]
Bibliography:ObjectType-Article-2
SourceType-Scholarly Journals-1
ObjectType-Feature-1
content type line 23
ISSN:1054-6618
1555-6212
DOI:10.1134/S1054661807030030