Feature Engineering and Selection: A Practical Approach for Predictive Models
Brandon Butcher, Brian J. Smith
Abstract
In recent years, the terms machine learning, data science, and predictive modeling have become ubiquitous in nearly every discipline in which data analysis plays a central role. When first diving i...
Topics & Concepts
Feature selectionFeature (linguistics)Computer scienceArtificial intelligenceSelection (genetic algorithm)Machine learningFeature engineeringData miningDeep learningPhilosophyLinguisticsData Analysis with RNeural Networks and ApplicationsMachine Learning and Data Classification