Improving Data Quality with Training Dynamics of Gradient Boosting Decision Trees

Moacir Antonelli Ponti, Lucas de Angelis Oliveira, Mathias Esteban +3

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