Extrapolation Validation (EV): A Universal Validation Method for Mitigating Machine Learning Extrapolation Risk

Machine Learning (ML) can provide decision-making advice for major challenges in science and engineering, and its rapid development has led to advances in fields like chemistry & medicine, earth &...