Abstract—Theself-organizingmap(SOM)isanexcellenttoolinexploratoryphaseofdatamining.Itprojectsinputspaceonprototypesofalow-dimensionalregulargridthatcanbeeffectivelyutilizedtovisualizeandexplorepropertiesofthedata.