Automating feature engineering in machine Learning

• Main Author: Zhu, Haoyu
• Other Authors: Mao Kezhi
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/141857
• Institution: Nanyang Technological University

Feature engineering is a vital part of machine learning that transforms massive raw data into the applicable feature set, and many algorithms of feature engineering have been proposed to promote the efficiency and accuracy of this process. Moreover, automated feature engineering has also been resear...