@article{beyondexplainingpredictionslogicbasedexp, title = {Beyond Explaining Predictions: Logic-Based Explanations for Confidence in Machine Learning Models}, author = {Vinícius Peixoto Chagas and Carlos Henrique Leitão Cavalcante and Thiago Alves Rocha}, year = {2026}, eprint = {2606.10347}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.10347}, }