It is a general procedure that can be used to reduce the variance for those algorithms that have substantial differences. An algorithm that has high variation is decision trees, like classification and regression trees (Cart).
Bootstrap Aggregation Usage
Bagging is the utilization of the Bootstrap system to a high-variance machine learning algorithm, typically decision trees.
World-class articles, delivered weekly.
See Akira AI in action
We transform large organizations around the world by translating cutting-edge AI
research into customizable, scalable and human-centric AI products.