Machine Learning, Data Science, Supervised Learning, Editors Pick, Getting Started.
Boosting Ensemble Most algorithms focus on parameter estimation, to find the parameters that minimize their loss function. Boosting algorithms focus on function estimation. The ensemble of weak learners is actually a set of functions that map features to targets and minimize the loss function[3].