2 code implementations • 16 May 2024 • Valdemar Švábenský, Mélina Verger, Maria Mercedes T. Rodrigo, Clarence James G. Monterozo, Ryan S. Baker, Miguel Zenon Nicanor Lerias Saavedra, Sébastien Lallé, Atsushi Shimada
The best-performing model reached AUC of 0. 75 and weighted F1-score of 0. 79.
1 code implementation • 24 May 2023 • Mélina Verger, Sébastien Lallé, François Bouchet, Vanda Luengo
Nonetheless, so far, existing fairness metrics used in education are predictive performance-oriented, focusing on assessing biased outcomes across groups of students, without considering the behaviors of the models nor the severity of the biases in the outcomes.
1 code implementation • 7 Sep 2021 • Mélina Verger, Hugo Jair Escalante
Data-driven decision making is serving and transforming education.