Machine Learning

Effects of random forest modeling decisions on biogeochemical time series predictions

Random forests (RF) are an increasingly popular machine learning approach used to model biogeochemical processes in the Earth system. While RF models are robust to many assumptions that complicate deterministic models, there are several important …