Optimizing Decision Trees for the Analysis of World Englishes and Sociolinguistic Data - Elements in World Englishes - Buschfeld, Sarah (TU Dortmund University) - Books - Cambridge University Press - 9781009470315 - April 23, 2026
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Buschfeld, Sarah (TU Dortmund University)
Optimizing Decision Trees for the Analysis of World Englishes and Sociolinguistic Data - Elements in World Englishes

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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.

Media Books     Hardcover Book   (Book with hard spine and cover)
Released April 23, 2026
ISBN13 9781009470315
Publishers Cambridge University Press
Pages 108
Dimensions 150 × 220 × 20 mm   ·   296 g
Language English  

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