5 citations · 5 across the 2 of their papers we have counts for
3 papers
stat.AP2021
Repeated undersampling in PrInDT (RePrInDT): Variation in undersampling and prediction, and ranking of predictors in ensembles
Claus Weihs, Sarah Buschfeld
In this paper, we extend our PrInDT method (Weihs & Buschfeld 2021a) towards undersampling with different percentages of the smaller and the larger classes (psmall and plarge), str…
cs.CL2021★ 5 cited
Combining Prediction and Interpretation in Decision Trees (PrInDT) -- a Linguistic Example
Claus Weihs, Sarah Buschfeld
In this paper, we show that conditional inference trees and ensembles are suitable methods for modeling linguistic variation. As against earlier linguistic applications, however, w…
stat.AP2021
NesPrInDT: Nested undersampling in PrInDT
Claus Weihs, Sarah Buschfeld
In this paper, we extend our PrInDT method (Weihs, Buschfeld 2021) towards additional undersampling of one of the predictors. This helps us to handle multiple unbalanced data sets,…