Atnaujinkite slapukų nuostatas

El. knyga: Decision Trees Versus Systems of Decision Rules: A Rough Set Approach

, ,
  • Formatas: PDF+DRM
  • Serija: Studies in Big Data 160
  • Išleidimo metai: 23-Dec-2024
  • Leidėjas: Springer International Publishing AG
  • Kalba: eng
  • ISBN-13: 9783031715860
Kitos knygos pagal šią temą:
Decision Trees Versus Systems of Decision Rules: A Rough Set ApproachDidesnis paveikslėlis
  • Formatas: PDF+DRM
  • Serija: Studies in Big Data 160
  • Išleidimo metai: 23-Dec-2024
  • Leidėjas: Springer International Publishing AG
  • Kalba: eng
  • ISBN-13: 9783031715860
Kitos knygos pagal šią temą:

DRM apribojimai

  • Kopijuoti:

    neleidžiama

  • Spausdinti:

    neleidžiama

  • El. knygos naudojimas:

    Skaitmeninių teisių valdymas (DRM)
    Leidykla pateikė šią knygą šifruota forma, o tai reiškia, kad norint ją atrakinti ir perskaityti reikia įdiegti nemokamą programinę įrangą. Norint skaityti šią el. knygą, turite susikurti Adobe ID . Daugiau informacijos  čia. El. knygą galima atsisiųsti į 6 įrenginius (vienas vartotojas su tuo pačiu Adobe ID).

    Reikalinga programinė įranga
    Norint skaityti šią el. knygą mobiliajame įrenginyje (telefone ar planšetiniame kompiuteryje), turite įdiegti šią nemokamą programėlę: PocketBook Reader (iOS / Android)

    Norint skaityti šią el. knygą asmeniniame arba „Mac“ kompiuteryje, Jums reikalinga  Adobe Digital Editions “ (tai nemokama programa, specialiai sukurta el. knygoms. Tai nėra tas pats, kas „Adobe Reader“, kurią tikriausiai jau turite savo kompiuteryje.)

    Negalite skaityti šios el. knygos naudodami „Amazon Kindle“.

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.
Introduction.- Problems Over Information Systems.- Comparative Analysis
of Deterministic and Nondeterministic Decision Tree Complexity Global
Approach.- Comparative Analysis of Deterministic and Nondeterministic
Decision Tree Complexity Local Approach.- Time and Space Complexity of
Deterministic and Nondeterministic Decision Trees Global Approach.- Time and
Space Complexity of Deterministic and Nondeterministic Decision Trees Local
Approach.- Decision Tables from Closed Classes.- Comparative Analysis of
Deterministic and Nondeterministic Decision Trees for Decision Tables from
Closed Classes.- Complexity of Deterministic and Nondeterministic Decision
Trees for Decision Tables with Many-valued Decisions from Closed
Classes.- Complexity of Deterministic and Nondeterministic Decision Trees for
Conventional Decision Tables from Closed Classes.- Complexity of
Deterministic and Strongly Nondeterministic Decision Trees for Decision
Tables with 0 1 Decisions from Closed Classes.- Recognition and Membership
Problems for Formal Languages.- Decision Trees for Binary Subword closed
Languages.- Transforming Decision Rule Systems into Deterministic Decision
Trees.-  Bounds on Depth of Decision Trees Derived from Decision Rule
Systems.- Construction of Decision Trees and Acyclic Decision Graphs from
Decision Rule Systems.
Daugiau apie elektronines knygas Daugiau apie elektronines knygas
Pastovi nuoroda: https://www.kriso.lt/db/97830317158602e.html