Earn 20 XP


Random Forest for regression - Regression Forest

Random forest builds multiple decision trees and merges them to get a more accurate and stable prediction.

Regression Forests (or Random forest Regressors) are an ensemble (combination) of different regression trees (decision trees for regression). Each leaf contains a distribution for the continuous output variable/s.

image.png

Regression Forest - Implementation

You can download the slides for this topic from here.