Many scientific and engineering challenges—ranging from personalized medicine to customized marketing recommendations—require an understanding of treatment effect heterogeneity. In this article, we ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the random forest regression technique (and a variant called bagging regression), where the goal is to ...

A research team has developed a powerful computational tool—the Algorithmic Root Trait (ART) extraction method—that can “see” ...

Groundwater quality in Kasganj is critically compromised. This study uses advanced machine learning to predict contamination ...