Average Time Complexity of Decision Trees

Decision tree is a widely used form of representing algorithms and knowledge. Compact data models  and fast algorithms require optimization of tree complexity. This book is a research monograph on  average time complexity of decision trees. It generalizes several known results and considers a number...

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Detaylı Bibliyografya
Yazar: Chikalov, Igor
Materyal Türü: Livre numérique
Dil:Anglais
Baskı/Yayın Bilgisi: Berlin, Heidelberg : Springer Berlin Heidelberg [20..].
Cham : Springer Nature
Edisyon:1st ed. 2011.
Seri Bilgileri:Intelligent Systems Reference Library 21
Online Erişim:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Not: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Average Time Complexity of Decision Trees, Texte imprimé, 9783642226601
• Average Time Complexity of Decision Trees, Texte imprimé, 9783642270161
• Average Time Complexity of Decision Trees, Texte imprimé, 9783642226625
• Average Time Complexity of Decision Trees, Texte imprimé, 9783642226601
• Average Time Complexity of Decision Trees, Texte imprimé, 9783642270161
• Average Time Complexity of Decision Trees, Texte imprimé, 9783642226625
• Average Time Complexity of Decision Trees, Texte imprimé, 9783642226601
İçindekiler:
  • 1 Introduction 2 Bounds on Average Time Complexity of Decision Trees 3 Representing Boolean Functions by Decision Trees 4 Algorithms for Decision Tree Construction 5 Problems Over Information Systems