Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience

Antonios Mamalakis, Elizabeth A. Barnes, Imme Ebert-Uphoff

Methods of eXplainable Artificial Intelligence (XAI) are used in geoscientific applications to gain insights into the decision-making strategy of Neural Networks (NNs) highlighting…