SMART: A Flexible Approach to Regression using Spline-Based Multivariate Adaptive Regression Trees

William Pattie, Arvind Krishna

Decision trees are powerful for predictive modeling but often suffer from high variance when modeling continuous relationships. While algorithms like Multivariate Adaptive Regressi…