Téléchargez le livre : Decision Trees Versus Systems of Decision Rules

Decision Trees Versus Systems of Decision Rules

A Rough Set Approach

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Springer


Paru le : 2024-12-23



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Description

This book explores, within the framework of rough set theory, the complexity of decision trees and decision rule systems and the relationships between them for problems over information systems, for decision tables from closed classes, and for problems involving formal languages. Decision trees and systems of decision rules are widely used as means of representing knowledge, as classifiers that predict decisions for new objects, as well as algorithms for solving various problems of fault diagnosis, combinatorial optimization, etc. Decision trees and systems of decision rules are among the most interpretable models of knowledge representation and classification. Investigating the relationships between these two models is an important task in computer science.
The possibilities of transforming decision rule systems into decision trees are being studied in detail. The results are useful for researchers using decision trees and decision rule systems in data analysis, especially in rough set theory, logical analysis of data, and test theory. This book is also used to create courses for graduate students.
Pages
307 pages
Collection
n.c
Parution
2024-12-23
Marque
Springer
EAN papier
9783031715853
EAN PDF
9783031715860
Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
30
Taille du fichier
4536 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
179,34 €
EAN EPUB
9783031715860
Informations sur l'ebook
Nombre pages copiables
3
Nombre pages imprimables
30
Taille du fichier
35492 Ko
Ce livre est accessible aux handicaps Voir les informations sur l'accessibilité
Prix
179,34 €

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