Feature engineering made easy : identify unique features from your dataset in order to build powerful machine learning systems / Sinan Ozdemir, Divya Susarla
Table of Contents Introduction to Feature Engineering Feature Understanding -- What's in My Data? Feature Improvement -- Cleaning Datasets Feature Construction Feature Selection Feature Transformation -- How to Change Your Perspective Feature Learning -- Automatic Construction of Features Putting it All Together
Notes
Online resource; title from title page (Safari, viewed February 16, 2018)
