An Illustration of Rheumatoid Arthritis Disease Using Decision Tree Algorithm

Data Mining domain integrates several partitions of the computer science and analytics field. mining focuses on mine data from a repository datasets, to identify patterns, discover knowledge, additionally predict probable outcomes. One inflammatory diseases is Rheumatoid Arthritis (RA) caused by specific autoantibodies with destruction synovial joint autoantibodies. Most RA patients experience abhor pain joints hands, legs, hip, spine, shoulder. ID3 general significant algorithm construct decision tree. Information gain determined find dominant attributes dataset build tree for algorithm. C4.5 another It successor that handles contains different numerical attributes. builds evaluated ratio. Decision belongs classification techniques well-known method appropriate medical diagnosis. algorithms such as are popular efficiently used classifiers prediction dataset. The objective this paper display prominent features