Automatic hyperparameter optimization for machine learning

• المؤلف الرئيسي: Tan, Xavier Jun Sheng
• مؤلفون آخرون: Mao Kezhi
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/139152
• المؤسسة: 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...