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Optimizing Decision Trees for the Analysis of World Englishes and Sociolinguistic Data - Elements in World Englishes Buschfeld, Sarah (TU Dortmund University)
Optimizing Decision Trees for the Analysis of World Englishes and Sociolinguistic Data - Elements in World Englishes
Buschfeld, Sarah (TU Dortmund University)
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.
| Medios de comunicación | Libros Paperback Book (Libro con tapa blanda y lomo encolado) |
| Publicado | 23 de abril de 2026 |
| ISBN13 | 9781009470353 |
| Editores | Cambridge University Press |
| Páginas | 108 |
| Dimensiones | 152 × 229 × 6 mm · 170 g |
| Lengua | Inglés |