Science Monotonic constraints force models to behave logically regarding specific input feature directions. Steven HaynesApril 29, 2026May 22, 20260 Mastering Monotonic Constraints: Ensuring Logical Behavior in Machine Learning Models Introduction In the world of machine learning, we often chase…