Cardiac arrest refers to a sudden interruption of cardiac activity that commonly caused by certain anomalous events. The patients of cardiac arrest have at least one abnormal vital sign in the one to four hours prior to the onset of cardiac arrest. In the previous studies, the patient's vital sign data have used many missing values. Due to the large number of missing values in the data, to proc…