Automatic hyperparameter optimization for machine learning

• 主要作者: Tan, Xavier Jun Sheng
• 其他作者: Mao Kezhi
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2020
• 主題: Engineering::Electrical and electronic engineering
• 在線閱讀: https://hdl.handle.net/10356/139152
• 機構: Nanyang Technological University

This project focuses on the concept of hyperparameters in a Machine Learning classifi- cation problem. Hyperparameters are parameter values that have direct control over the behaviour of the Machine Learning classification model. Automatic hyperparameter op- timization is an active area of research...