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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 Hardcover Book (Libro con lomo y cubierta duros) |
| Publicado | 23 de abril de 2026 |
| ISBN13 | 9781009470315 |
| Editores | Cambridge University Press |
| Páginas | 108 |
| Dimensiones | 150 × 220 × 20 mm · 296 g |
| Lengua | Inglés |