A decision tree is a flow chart created by a computer algorithm to make decisions or numeric predictions based on information in a digital data set. Decision trees can be used for both classification ...

Abstract: Random forests are a widely used class of prediction algorithms made of ensembles of randomized decision trees. The most commonly used algorithms use only one covariate of the input data to ...