Automatic hyperparameter optimization for machine learning

• Main Author: Tan, Xavier Jun Sheng
• 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/10356/139152
• Institution: 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...