Understanding Fixed Predictions via Confined Regions

C Lawless, TW Weng, B Ustun, M Udell - arxiv preprint arxiv:2502.16380, 2025‏ - arxiv.org
Machine learning models are designed to predict outcomes using features about an
individual, but fail to take into account how individuals can change them. Consequently …