Automatic hyperparameter optimization for machine learning

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...

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Bibliographic Details
Main Author: Tan, Xavier Jun Sheng
Other Authors: Mao Kezhi
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/139152