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

• Main Authors: Paokanta P., Ceccarelli M., Harnpornchai N., Chakpitak N., Srichairatanakool S.
• 格式: Article
• 語言: English
• 出版: 2014
• 在線閱讀: http://www.scopus.com/inward/record.url?eid=2-s2.0-84856953354&partnerID=40&md5=aa4ad6162b43cbc714eb17afdbbcf61b; http://cmuir.cmu.ac.th/handle/6653943832/3933

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...