Constraining and Summarizing Optimal Risk and Preventive Patterns in Medical Data
Junpeng Zhang, Jianfeng He, Jiuyong Li, Lei Ma · International Conference on Bioinformatics and Biomedical Engineering · 2010
In this paper, we propose a method to constrain and summarize optimal risk and preventive patterns in medical data using risk and preventive set with weight (RPSW) algorithm. The proposed method was tested by two benchmark medical data sets. The experiments show that the number of attribute-value items of the constraints was significant reduced and the results are understandable and intuitive.