Domain Adaptive Decision Trees: Implications for Accuracy and Fairness

1 code implementation • 27 Feb 2023 • Jose M. Alvarez, Kristen M. Scott, Salvatore Ruggieri, Bettina Berendt

In uses of pre-trained machine learning models, it is a known issue that the target population in which the model is being deployed may not have been reflected in the source population with which the model was trained.

Domain Adaptation Fairness