A method to improve the prediction performance of cancer-gene association by screening negative training samples through gene network data

• Main Authors: Xu, Mingzhe, Abdullah, Nor Aniza, Md Sabri, Aznul Qalid
• Format: Article
• Published: Elsevier Ltd 2024
• Subjects: QA75 Electronic computers. Computer science
• Online Access: http://eprints.um.edu.my/44823/
• Institution: Universiti Malaya

This work focuses on data sampling in cancer-gene association prediction. Currently, researchers are using machine learning methods to predict genes that are more likely to produce cancer-causing mutations. To improve the performance of machine learning models, methods have been proposed, one of whi...