Random forests are the algorithm of choice for finance-focused machine learning models, as it can lower the time taken for pre-processing and data management tasks.

Researchers at Pennsylvania State University examined whether machine learning could predict the risk and contributing ...

Researchers employed a machine learning technique known as random forest analysis and found that it significantly outperformed traditional methods in predicting which hospitalized patients with ...

For inpatients with cirrhosis, a machine learning (ML) model using random forest (RF) analysis is superior for prediction of inpatient mortality, according to a study published online July 23 in ...

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>.