Rainfall prediction has advanced rapidly with the adoption of machine learning, but most models remain optimized for overall ...

Dangerous floods struck communities across the United States this July. Heavy rains in New York region killed at least two people after swamping roads and rails this week. In New Mexico, a flash flood ...

Norfolk's streets can quickly transform into waterways during heavy rains, disrupting transportation and emergency response efforts. Now, University of Virginia’s professor Jon Goodall and his team ...

Artificial intelligence is becoming an asset in hurricane forecasting. In 2024, an AI-based model created by Google correctly predicted Hurricane Beryl would make landfall in Texas while a top ...

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 machine learning random forest regression system predicts a single numeric value. A random forest is an ensemble (collection) of simple decision tree regressors that have been trained on different ...