Interactive machine learning by visualization: a small data solution

• Main Author: Beh, Jeff Zhiwen
• Other Authors: Zheng Jianmin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Information systems::Information interfaces and presentation
• Online Access: https://hdl.handle.net/10356/171952
• Institution: Nanyang Technological University

Machine learning algorithms and conventional data mining processes typically necessitate a substantial amount of data to train models tailored to the algorithms. Often, there is limited to no user feedback throughout the model construction phase. This approach, which hinges on leveraging "...