An improved electromagnetism-like mechanism algorithm and its application to the prediction of diabetes mellitus
The utilization of ROST technique on EM algorithm with 1NN shows its superiority. Statistical analysis reveals that our method outperforms all compared methods. We have identified four risk factors for this disease. Our research can help the diagnosis and prognosis of Type 2 DM. The findings can help to reduce the morbidity and mortality rate caused by DM.
electromagnetism-like mechanism algorithm diabetes mellitus nearest-neighbor heuristic opposite sign test feature selection