Rule induction for screening Thalassemia using machine learning techniques: C5.0 and CART

• المؤلفون الرئيسيون: Patcharaporn Paokanta, Michele Ceccarelli, Napat Harnpornchai, Nopasit Chakpitak, Somdet Srichairatanakool
• التنسيق: دورية
• منشور في: 2018
• الموضوعات: Computer Science; Engineering
• الوصول للمادة أونلاين: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84856953354&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/51539
• المؤسسة: Chiang Mai University

Rule induction has played an important role in implementing a medical expert system in the past decade, especially the Thalassemia Expert System. Due to the fact that Thalassemia indicators used in diagnosising types of Thalassemia are very complex, the induction rules C5.0 and Classification and Re...