Feature Creation

Creating new features from the existing data that can improve the performance of the model.
Feature Creation is often performed as a part of Feature Extraction. Feature Creation is a creative process which requires high understanding of data and their relationships, and can greatly boost performance of the model.

Techniques

Feature Creation vs Feature Extraction