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 ...

But a more common approach is to use a collection of decision trees for ensemble techniques: bagging tree regression, random forest regression, adaptive boosting regression, and gradient boosting ...