Advertisement

Gradient Boosting Machine

  • V Kishore Ayyadevara
Chapter

Abstract

So far, we’ve considered decision trees and random forest algorithms. We saw that random forest is a bagging (bootstrap aggregating) algorithm—it combines the output of multiple decision trees to give the prediction. Typically, in a bagging algorithm trees are grown in parallel to get the average prediction across all trees, where each tree is built on a sample of original data.

Copyright information

© V Kishore Ayyadevara 2018

Authors and Affiliations

  • V Kishore Ayyadevara
    • 1
  1. 1.HyderabadIndia

Personalised recommendations