Random Forest in Data Analytics

Technology Roadmap Sections and Deliverables

Unique identifier:

• 3RF-Random Forest

This is a “level 3” roadmap at the technology/capability level (see Fig. 8-5), where “level 1” would indicate a market level roadmap and “level 2” would indicate a product/service level technology roadmap.

Roadmap Overview

The high level workflow is depicted in the below.

Random forest is an ensemble Machine Learning technique to boost the accuracy of prediction of future, based on data from the past. “Wisdom of crowd” Building block is decision tree; a voting scheme is used to determine the final prediction Commonly used ensemble approaches are booting, bagging, and stacking