PLOS. "Scientists use machine learning to predict diversity of tree species in forests." ScienceDaily. ScienceDaily, 16 July 2024. <www.sciencedaily.com / releases / 2024 / 07 / 240716151249.htm>.

Researchers employed tree-based machine learning (ML) algorithms, including LightGBM, to predict the formation energy of impurities in 2D materials by integrating chemical and structural features ...

Supervised learning is a machine learning approach in which algorithms are trained on labelled datasets—that is, data that already includes the correct outputs or classifications. The model learns to ...