Bootstrap Aggregation

Overview of Bootstrap Aggregation Procedure

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.