Improving Data Quality with Training Dynamics of Gradient Boosting Decision Trees

1 code implementation • 20 Oct 2022 • Moacir Antonelli Ponti, Lucas de Angelis Oliveira, Mathias Esteban, Valentina Garcia, Juan Martín Román, Luis Argerich

Real world datasets contain incorrectly labeled instances that hamper the performance of the model and, in particular, the ability to generalize out of distribution.