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Optimizing Decision Trees for the Analysis of World Englishes and Sociolinguistic Data

(Bog, Hardback, Engelsk)
Forfattere: Sarah (TU Dortmund University) Buschfeld, Claus (TU Dortmund University) Weihs
Forlag: Cambridge University Press

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Beskrivelse

This Element introduces PrInDT, a decision-tree method for modeling extra- and intralinguistic variables in World Englishes. It balances interpretability and accuracy, handles unbalanced classes, supports classification and regression, and analyzes multiple variables, with examples from England, Singapore, and St. Martin.

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Alle detaljer

Forlag Cambridge University Press
Forfattere Sarah (TU Dortmund University) Buschfeld, Claus (TU Dortmund University) Weihs
Type Bog
Format Hardback
Sprog Engelsk
Udgivelsesdato 23-04-2026
Første udgivelsesår 2026
Serie Elements in World Englishes
Illustrationer Worked examples or Exercises
Originalsprog United Kingdom
Sideantal 108
Indbinding Hardback
Forlag Cambridge University Press
Sideoplysninger 108 pages, Worked examples or Exercises
ISBN-13 / EAN-13 9781009470315