Fuzzy beans in classification

► New fuzzy bean based classification method is given. ► For optimization of suitable fuzzy bean and ideal vectors Differential Evolution algorithm was utilized. ► Promising results in mean classification accuracy was gained with proposed method and used medical data sets compared to previous results.