Name: Optimizing Decision Trees for the Analysis of World Englishes and Sociolinguistic Data - Buschfeld, Sarah (TU Dortmund University), Weihs, Claus (TU Dortmund University)
Price: 102.6 EUR
Author: Buschfeld, Sarah (TU Dortmund University), Weihs, Claus (TU Dortmund University)
ISBN: 9781009470315

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

Buschfeld, Sarah (TU Dortmund University), Weihs, Claus (TU Dortmund University)

Description

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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Writer: Buschfeld, Sarah (TU Dortmund University), Weihs, Claus (TU Dortmund University)
Title: Optimizing Decision Trees for the Analysis of World Englishes and Sociolinguistic Data
Publisher: Cambridge University Press

Year: 2026
Language: English
Pages: 108

EAN: 9781009470315
Binding format: Hardback

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

Buschfeld, Sarah (TU Dortmund University), Weihs, Claus (TU Dortmund University)

Description

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