as a data source a total of 909 records with 15 medical attributes (factors) were obtained from the cleveland heart disease database. figure 1 lists the attributes. the records were split equally into two dataset : training dataset (455 records) and testing dataset (454 records) table 2 summarizes the results of all three models.