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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