Out-of-Bag Error in Random Forest [with example]

In this article, we have explored Out-of-Bag Error in Random Forest with an numeric example and sample implementation to plot Out-of-Bag Error.

Table of contents:

Introduction to Random ForestOut-of-Bag Error in Random ForestExample of Out-of-Bag ErrorCode for Out-of-Bag ErrorIntroduction to Random Forest

Random Forest is one of the machine learning algorithms that use bootstrap aggregation. Random Forest aggregates the result of several decision trees. Decision Trees are known to work we...