Optimizing Decision Trees for the Analysis of World Englishes and Sociolinguistic Data
Language: English
Published by Cambridge University Press, GB, 2026
- Hardcover
- New
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AbeBooks seller since June 11, 2025
Condition: New
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This Element introduces PrInDT (Prediction and Interpretation in Decision Trees), a statistical approach for modeling relationships between extra- and intralinguistic variables in World Englishes. It is based on decision trees and controls their size in a way that they are easy and straightforward to interpret. Furthermore, PrInDT optimizes their accuracy so that they best fit the data and can be reliably used for prediction. Moreover, it can handle unbalanced classes that occur, for example, when comparing non-standard with standard linguistic realizations. The various PrInDT functions can deal with classification and regression tasks and can analyze multiple endogenous variables jointly, even for models combining classification and regression. The authors introduce these features in some detail and apply them to World Englishes and sociolinguistic datasets. As examples, they draw on L1 child data from England and Singapore as well as linguistic landscapes data from the Eastern Caribbean island of St. Martin.…
Seller Inventory # LU-9781009470315
- Title
- Optimizing Decision Trees for the Analysis of World Englishes and Sociolinguistic Data
- Author
- Sarah Buschfeld, Claus Weihs
- Publisher
- Cambridge University Press, GB
- Publication year
- 2026
- Condition
- New
- Binding
- Hardback
- Language
- English
- ISBN 10
- 1009470310
- ISBN 13
- 9781009470315
- Item weight
- 296 grams
"Synopsis" may belong to another edition of this title.
Rarewaves.com USA
London, London, United Kingdom
AbeBooks seller since June 11, 2025
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