Random forest regression is a tree-based machine learning technique to predict a single numeric value. A random forest is a collection (ensemble) of simple regression decision trees that are trained ...

A new study published in Big Earth Data develops a stochastic random forest (RF) classifier to predict extreme wind-gust (WG) occurrences along the western Mediterranean coast by integrating ...

The left side of the flowchart illustrates the process of constructing spatial structure units, while the right side shows the process of building the coupling model using ensemble learning. The ...