Katarzyna Pȩkala

Triplot: model agnostic measures and visualisations for variable importance in predictive models that take into account the hierarchical correlation structure

2021 · arXiv (Cornell University)

One of the key elements of explanatory analysis of a predictive model is to assess the importance of individual variables. Rapid development of the area of predictive model exploration (also called explainable artificial intelligence or …