2024
Variable Importance in High-Dimensional Settings Requires Grouping
AAAI 2024technical
Explaining the decision process of machine learning algorithms is nowadays crucial for both model’s performance enhancement and human comprehension. This can be achieved by assessing the variable importance of single variables, even for high-capacity non-linear methods, e.g. Deep Neural Networks (DN…