Before revision: Random forests — or random decision forests — is an ensemble learning method for classification, regression and other tasks that operates by constructing a multitude of decision trees at training time.
After revision: Random forests or random decision forests is an ensemble learning method for classification, regression and other tasks that operates by constructing a multitude of decision trees at training time.