The classification of breast cancer: the effect of hyperparameter optimisation towards the efficacy of feature-based transfer learning pipeline

• Main Authors: Arzmi, Mohd Hafiz, P.P. Abdul Majeed, Anwar, Musa, Rabiu Muazu, Mohd Razman, Mohd Azraai, Gan, Hong-Seng, Mohd Khairuddin, Ismail, Ab. Nasir, Ahmad Fakhri
• Format: Book Chapter
• Language: English
• Published: Springer 2023
• Subjects: R Medicine (General)
• Online Access: http://irep.iium.edu.my/103897/2/103897_The%20classification%20of%20breast%20cancer%20the%20effect%20of%20Hyperparameter.pdf; http://irep.iium.edu.my/103897/; https://link.springer.com/chapter/10.1007/978-981-19-8937-7_3

Breast cancer is the primary cause of death amongst women around the globe. The detection of such cancer at an early stage could allow patients to receive medical attention, which could increase their survival chances. This study attempts to investigate the effect of hyperparameter optimisation towa...