|
计算机应用研究 2004
Application of C4.5 Algorithm in the Construction of the Type 2 Diabetes Classified Rules
|
Abstract:
A kind of data mining algorithm C4.5 has been used in the processing of the type 2 diabetes concrete data,and some rules are established.From the testing results,the average rate of the correct recognition of the healthy person and the diabetic patient is 97%.In particular,these rules are corresponded with the knowledge of the physic.A new method has been provided in this paper to explain the relationship and the influences of the type 2 diabetes disease factors.It is one of the research elements of the type 2 diabetes.