Dealing with missing values for effective prediction of NPC recurrence

• Main Authors: Orrawan Kumdee, Panrasee Ritthipravat, Thongchai Bhongmakapat, Wichit Cheewaruangroj
• Other Authors: Mahidol University
• Format: Conference or Workshop Item
• Published: 2018
• Subjects: Computer Science; Engineering
• Online Access: https://repository.li.mahidol.ac.th/handle/123456789/19118

This paper aims to investigate missing data techniques for effective prediction of nasopharyngeal carcinoma (NPC) recurrence. The techniques include listwise deletion, imputations by mean, k-nearest neighbor, and expectation maximization. The completed data are used to predict the presence or absenc...